Deutsch Intern
    Data Science Chair

    Publications

    The following list contains all publications by our group. Publications with Code are available on Github. Check out our published datasets and tools and webpages developed by us.

    2024[ to top ]
    • CompTrails: comparing hyp...
      CompTrails: comparing hypotheses across behavioral networks. Koopmann, Tobias; Becker, Martin; Lemmerich, Florian; Hotho, Andreas. In Data Mining and Knowledge Discovery. 2024
    • BibSonomy Meets ChatLLMs ...
      BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs. Völker, Tom; Pfister, Jan; Koopmann, Tobias; Hotho, Andreas. 2024
    2023[ to top ]
    • Liquor-HGNN: A heterogene...
      Liquor-HGNN: A heterogeneous graph neural network for leakage detection in water distribution networks. Schaller, Melanie; Steininger, Michael; Dulny, Andrzej; Schlör, Daniel; Hotho, Andreas. In LWDA’23: Lernen, Wissen, Daten, Analysen. October 09--11, 2023, Marburg, Germany, M. Leyer (ed.). 2023
    • Optimizing Medical Servic...
      Optimizing Medical Service Request Processes through Language Modeling and Semantic Search. Schlör, Daniel; Pfister, Jan; Hotho, Andreas. In 2023 the 7th International Conference on Medical and Health Informatics (ICMHI), of ICMHI 2023, pp. 136–141. Association for Computing Machinery, Kyoto, Japan, 2023
    • Pointer Networks: A Unifi...
      Pointer Networks: A Unified Approach to Extracting {G}erman Opinions. Wunderle, Julia; Pfister, Jan; Hotho, Andreas. In Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023), M. Georges, A. Herygers, A. Friedrich, B. Roth (eds.), pp. 127–138. Association for Computational Lingustics, Ingolstadt, Germany, 2023
    • Large Language Models and...
      Large Language Models and Knowledge Graphs: Opportunities and Challenges. Pan, Jeff Z.; Razniewski, Simon; Kalo, Jan-Christoph; Singhania, Sneha; Chen, Jiaoyan; Dietze, Stefan; Jabeen, Hajira; Omeliyanenko, Janna; Zhang, Wen; Lissandrini, Matteo; Biswas, Russa; de Melo, Gerard; Bonifati, Angela; Vakaj, Edlira; Dragoni, Mauro; Graux, Damien. In Transactions on Graph Data and Knowledge, Vol. 1, Issue 1, pp. 2:1–2:38. Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik, Dagstuhl, Germany, 2023
    • Can Neural Networks Distinguish High-school Level Mathematical Concepts?. Wankerl, Sebastian; Dulny, Andrzej; Goetz, Gerhard; Hotho, Andreas. In Accepted at ICDM. 2023
    • Occupational Fraud Detect...
      Occupational Fraud Detection through Agent-based Data Generation. Tritscher, Julian; Roos, Alexander; Schlör, Daniel; Hotho, Andreas; Krause, Anna. In The 8th Workshop on MIning DAta for financial applicationS MIDAS 2023 - to appear. 2023
    • Towards a Computational A...
      Towards a Computational Analysis of Suspense: Detecting Dangerous Situations. Zehe, Albin; Schröter, Julian; Hotho, Andreas. 2023
    • CapsKG: Enabling Continua...
      CapsKG: Enabling Continual Knowledge Integration in Language Models for Automatic Knowledge Graph Completion. Omeliyanenko, Janna; Zehe, Albin; Hotho, Andreas; Schlör, Daniel. In International Semantic Web Conference ISWC 2023, to appear. 2023
    • Automatic Speech Detection on a Smart Beehive’s Raspberry Pi. Janetzky, Pascal; Lissmann, Philipp; Hotho, Andreas; Krause, Anna. In LWDA 2023 - Learning, Knowledge, Data, and Analysis. 2023
    • TaylorPDENet: Learning PD...
      TaylorPDENet: Learning PDEs from non-grid Data. Heinisch, Paul; Dulny, Andrzej; Krause, Anna; Hotho, Andreas. 2023
    • Higher-Order DeepTrails: ...
      Higher-Order DeepTrails: Unified Approach to *Trails. Koopmann, Tobias; Pfister, Jan; Markus, André; Carolus, Astrid; Wienrich, Carolin; Hotho, Andreas. In Lernen, Wissen, Daten, Analysen {(LWDA)} Conference Proceedings, Marburg, Germany, October 9-11, 2023, Vol. 3630 of {CEUR} Workshop Proceedings, M. Leyer, J. Wichmann (eds.), pp. 372–386. CEUR-WS.org, 2023
    • Enhancing Sequential Next...
      Enhancing Sequential Next-Item Prediction through Modelling Non-Item Pages. Fischer, Elisabeth; Schlör, Daniel; Zehe, Albin; Hotho, Andreas. 2023
    • DynaBench: A Benchmark Da...
      DynaBench: A Benchmark Dataset for Learning Dynamical Systems from Low-Resolution Data. Dulny, Andrzej; Hotho, Andreas; Krause, Anna. In Machine Learning and Knowledge Discovery in Databases: Research Track, D. Koutra, C. Plant, M. Gomez Rodriguez, E. Baralis, F. Bonchi (eds.), pp. 438–455. Springer Nature Switzerland, Cham, 2023
    • Swarming Detection in Sma...
      Swarming Detection in Smart Beehives Using Auto Encoders for Audio Data. Janetzky, Pascal; Schaller, Melanie; Krause, Anna; Hotho, Andreas. In 2023 30th International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 1–5. 2023
    • Feature relevance XAI in ...
      Feature relevance XAI in anomaly detection: Reviewing approaches and challenges. Tritscher, Julian; Krause, Anna; Hotho, Andreas. In Frontiers in Artificial Intelligence, Vol. 6. 2023
    • ConvMOS: climate model ou...
      ConvMOS: climate model output statistics with deep learning. Steininger, Michael; Abel, Daniel; Ziegler, Katrin; Krause, Anna; Paeth, Heiko; Hotho, Andreas. In Data Mining and Knowledge Discovery, Vol. 37, Issue 1, pp. 136–166. 2023
    • Zero-Shot Clickbait Spoil...
      Zero-Shot Clickbait Spoiling by Rephrasing Titles as Questions. Wangsadirdja, Dirk; Pfister, Jan; Kobs, Konstantin; Hotho, Andreas. In Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023), pp. 1090–1095. Association for Computational Linguistics, Toronto, Canada, 2023
    • Can Neural Networks Distinguish High-school Level Mathematical Concepts?. Wankerl, Sebastian; Dulny, Andrzej; Götz, Gerhard; Hotho, Andreas. In Accepted at ICDM. 2023
    • Evaluating feature releva...
      Evaluating feature relevance XAI in network intrusion detection. Tritscher, Julian; Wolf, Maximilian; Hotho, Andreas; Schlör, Daniel. In The World Conference on eXplainable Artificial Intelligence (xAI 2023) - to appear. 2023
    • Optimizing Medical Servic...
      Optimizing Medical Service Request Processes through Language Modeling and Semantic Search. Schl\"{o}r, Daniel; Pfister, Jan; Hotho, Andreas. In 2023 the 7th International Conference on Medical and Health Informatics (ICMHI), of ICMHI 2023, pp. 136–141. Association for Computing Machinery, Kyoto, Japan, 2023
    • Long-Term Effects of Perc...
      Long-Term Effects of Perceived Friendship with Intelligent Voice Assistants on Usage Behavior, User Experience, and Social Perceptions. Wienrich, Carolin; Carolus, Astrid; Markus, André; Augustin, Yannik; Pfister, Jan; Hotho, Andreas. In Computers, Vol. 12, Issue 4. 2023
    2022[ to top ]
    • On Background Bias in Deep Metric Learning. Kobs, Konstantin; Hotho, Andreas. In CoRR, Vol. abs/2210.01615. 2022
    • CLIP knows image aesthetics. Hentschel, Simon; Kobs, Konstantin; Hotho, Andreas. In Frontiers in artificial intelligence, Vol. 5, p. 976235. 2022
    • Semi-unsupervised Learnin...
      Semi-unsupervised Learning for Time Series Classification. Davidson, Padraig; Steininger, Michael; Huhn, André; Krause, Anna; Hotho, Andreas. In Milets@KDD. arXiv, 2022
    • Anomaly Detection in Bee...
      Anomaly Detection in Beehives: An Algorithm Comparison. Davidson, Padraig; Steininger, Michael; Lautenschlager, Florian; Krause, Anna; Hotho, Andreas. In Sensor Networks, A. Ahrens, R. V. Prasad, C. Benavente-Peces, N. Ansari (eds.), pp. 1–20. Springer International Publishing, Cham, 2022
    • NeuralPDE: Modelling Dyna...
      NeuralPDE: Modelling Dynamical Systems from Data. Dulny, Andrzej; Hotho, Andreas; Krause, Anna. In {KI} 2022: Advances in Artificial Intelligence - 45th German Conference on AI, Trier, Germany, September 19-23, 2022, Proceedings, Vol. 13404 of Lecture Notes in Computer Science, R. Bergmann, L. Malburg, S. C. Rodermund, I. J. Timm (eds.), pp. 75–89. Springer, 2022
    • A sensor-driven approach for analyzing a beehive’s state. Davidson, Padraig; Hotho, Andreas; Krause, Anna. 2022
    • One Graph to Rule them Al...
      One Graph to Rule them All: Using {NLP} and Graph Neural Networks to analyse Tolkien’s Legendarium. Perri, Vincenzo; Qarkaxhija, Lisi; Zehe, Albin; Hotho, Andreas; Scholtes, Ingo. In Proceedings of the Computational Humanities Research Conference 2022, {CHR} 2022, Antwerp, Belgium, December 12-14, 2022, Vol. 3290 of {CEUR} Workshop Proceedings, F. Karsdorp, K. L. Nielbo (eds.), pp. 291–317. CEUR-WS.org, 2022
    • The Impact of Different System Call Representations on Intrusion Detection. Wunderlich, Sarah; Ring, Markus; Landes, Dieter; Hotho, Andreas. In Log. J. {IGPL}, Vol. 30, Issue 2, pp. 239–251. 2022
    • Do Different Deep Metric Learning Losses Lead to Similar Learned Features?. Kobs, Konstantin; Steininger, Michael; Dulny, Andrzej; Hotho, Andreas. In CoRR, Vol. abs/2205.02698. 2022
    • Sequential Item Recommendation in the {MOBA} Game Dota 2. Dallmann, Alexander; Kohlmann, Johannes; Zoller, Daniel; Hotho, Andreas. In CoRR, Vol. abs/2201.08724. 2022
    • On Learning Hierarchical Embeddings from Encrypted Network Traffic. Wehner, Nikolas; Ring, Markus; Sch{\"{u}}ler, Joshua; Hotho, Andreas; Ho{\ss}feld, Tobias; Seufert, Michael. In 2022 {IEEE/IFIP} Network Operations and Management Symposium, {NOMS} 2022, Budapest, Hungary, April 25-29, 2022, pp. 1–7. {IEEE}, 2022
    • Towards Explainable Occup...
      Towards Explainable Occupational Fraud Detection. Tritscher, Julian; Schlör, Daniel; Gwinner, Fabian; Krause, Anna; Hotho, Andreas. In Machine Learning and Principles and Practice of Knowledge Discovery in Databases. ECML PKDD 2022, Vol. Communications in Computer and Information Science, Issue 1753, pp. 79–96. 2022
    • Comparison of Data Representations and Machine Learning Architectures for User Identification on Arbitrary Motion Sequences. Schell, Christian; Hotho, Andreas; Latoschik, Marc Erich. In CoRR, Vol. abs/2210.00527. 2022
    • InDiReCT: Language-Guided...
      InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images. Kobs, Konstantin; Steininger, Michael; Hotho, Andreas. 2022
    • Towards Responsible Medic...
      Towards Responsible Medical Diagnostics Recommendation Systems. Schlör, Daniel; Hotho, Andreas. In CoRR, Vol. abs/2209.03760. 2022
    • {LSX} team5 at {S}em{E}va...
      {LSX} team5 at {S}em{E}val-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover{’}s Distance. Heil, Stefan; Kopp, Karina; Zehe, Albin; Kobs, Konstantin; Hotho, Andreas. In Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), pp. 1190–1195. Association for Computational Linguistics, Seattle, United States, 2022
    • {W}ue{D}evils at {S}em{E}...
      {W}ue{D}evils at {S}em{E}val-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices. Wangsadirdja, Dirk; Heinickel, Felix; Trapp, Simon; Zehe, Albin; Kobs, Konstantin; Hotho, Andreas. In Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), pp. 1235–1243. Association for Computational Linguistics, Seattle, United States, 2022
    • Point me to your Opinion,...
      Point me to your Opinion, {S}en{P}oi. Pfister, Jan; Wankerl, Sebastian; Hotho, Andreas. In Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), pp. 1313–1323. Association for Computational Linguistics, Seattle, United States, 2022
    • ConvMOS: Climate Model Ou...
      ConvMOS: Climate Model Output Statistics with Deep Learning. Steininger, Michael; Abel, Daniel; Ziegler, Katrin; Krause, Anna; Paeth, Heiko; Hotho, Andreas. In Data Mining and Knowledge Discovery, P. Cellier; K. Dembczynski; A. Zimmermann; E. Devijver (eds.). Springer, 2022
    • Personalization through U...
      Personalization through User Attributes for Transformer-based Sequential Recommendation. Fischer, Elisabeth; Dallmann, Alexander; Hotho, Andreas. 2022
    • Towards Responsible Medical Diagnostics Recommendation Systems. Schlör, Daniel; Hotho, Andreas. 2022
    • Open ERP System Data For ...
      Open ERP System Data For Occupational Fraud Detection. Tritscher, Julian; Gwinner, Fabian; Schlör, Daniel; Krause, Anna; Hotho, Andreas. In arxiv. 2022
    • Towards Responsible Medical Diagnostics Recommendation Systems. Schl{\"{o}}r, Daniel; Hotho, Andreas. In CoRR, Vol. abs/2209.03760. 2022
    • Detecting Anomalies in Tr...
      Detecting Anomalies in Transaction Data. Technical Report (PhD dissertation), . Schlör, Daniel. PhD dissertation. Universität Würzburg, 2022
    • SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi. Pfister, Jan; Wankerl, Sebastian; Hotho, Andreas. In Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, Seattle, Washington, United States, July 14-15, 2022, G. Emerson, N. Schluter, G. Stanovsky, R. Kumar, A. Palmer, N. Schneider, S. Singh, S. Ratan (eds.), pp. 1313–1323. Association for Computational Linguistics, 2022
    2021[ to top ]
    • The Semantic Web - {ISWC} 2021 - 20th International Semantic Web Conference, {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings. Hotho, Andreas; Blomqvist, Eva; Dietze, Stefan; Fokoue, Achille; Ding, Ying; Barnaghi, Payam M.; Haller, Armin; Dragoni, Mauro; Alani, Harith. In Vol. 12922 of Lecture Notes in Computer Science. Springer, 2021
    • Shared Task on Scene Segm...
      Shared Task on Scene Segmentation @ KONVENS 2021. Zehe, Albin; Konle, Leonard; Guhr, Svenja; Dümpelmann, Lea; Gius, Evelyn; Hotho, Andreas; Jannidis, Fotis; Kaufmann, Lucas; Krug, Markus; Puppe, Frank; Reiter, Nils; Schreiber, Annekea. In Shared Task on Scene Segmentation @ KONVENS 2021, pp. 1–21. 2021
    • A financial game with opp...
      A financial game with opportunities for fraud. Tritscher, Julian; Krause, Anna; Schlör, Daniel; Gwinner, Fabian; Von Mammen, Sebastian; Hotho, Andreas. In 2021 IEEE Conference on Games (CoG), pp. 1–5. 2021
    • Anomaly Detection in Beeh...
      Anomaly Detection in Beehives: An Algorithm Comparison. Davidson, Padraig; Steininger, Michael; Lautenschlager, Florian; Krause, Anna; Hotho, Andreas. In International Conference on Sensor Networks, Vol. 1674 of Communications in Computer and Information Science, A. Ahrens, R. Prasad, C. Benavente-Peces, N. Ansari (eds.), pp. 1–20. Springer, 2021
    • Density-based weighting f...
      Density-based weighting for imbalanced regression. Steininger, Michael; Kobs, Konstantin; Davidson, Padraig; Krause, Anna; Hotho, Andreas. In Machine Learning, A. Appice; S. Escalera; J. A. Gamez; H. Trautmann (eds.). 2021
    • Semi-unsupervised Learning: An In-depth Parameter Analysis. Davidson, Padraig; Buckermann, Florian; Steininger, Michael; Krause, Anna; Hotho, Andreas. In KI 2021: Advances in Artificial Intelligence, S. Edelkamp, R. M{\"o}ller, E. Rueckert (eds.), pp. 51–66. Springer International Publishing, Cham, 2021
    • Detecting Presence Of Spe...
      Detecting Presence Of Speech In Acoustic Data Obtained From Beehives. Janetzky, Pascal; Davidson, Padraig; Steininger, Michael; Krause, Anna; Hotho, Andreas. In DCASE Workshop. 2021
    • Proximity dimensions and ...
      Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research. Koopmann, Tobias; Stubbemann, Maximilian; Kapa, Matthias; Paris, Michael; Buenstorf, Guido; Hanika, Tom; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd. In Scientometrics. 2021
    • NeuralPDE: Modelling Dynamical Systems from Data. Dulny, Andrzej; Hotho, Andreas; Krause, Anna. 2021
    • A financial game with opp...
      A financial game with opportunities for fraud. Tritscher, Julian; Krause, Anna; Schl{\"o}r, Daniel; Gwinner, Fabian; von Mammen, Sebastian; Hotho, Andreas. In IEE COG 2021, Vol. 2021. 2021
    • Malware detection on wind...
      Malware detection on windows audit logs using LSTMs. Ring, Markus; Schlör, Daniel; Wunderlich, Sarah; Landes, Dieter; Hotho, Andreas. In Computers & Security, Vol. 109, p. 102389. 2021
    • Semi-Supervised Learning ...
      Semi-Supervised Learning for Grain Size Distribution Interpolation. Kobs, Konstantin; Schäfer, Christian; Steininger, Michael; Krause, Anna; Baumhauer, Roland; Paeth, Heiko; Hotho, Andreas. In Pattern Recognition. ICPR International Workshops and Challenges: Virtual Event, January 10--15, 2021, Proceedings, Part VI, pp. 34–44. Springer International Publishing, 2021
    • Detecting Scenes in Ficti...
      Detecting Scenes in Fiction: A new Segmentation Task. Zehe, Albin; Konle, Leonard; Dümpelmann, Lea; Gius, Evelyn; Hotho, Andreas; Jannidis, Fotis; Kaufmann, Lucas; Krug, Markus; Puppe, Frank; Reiter, Nils; Schreiber, Annekea; Wiedmer, Nathalie. In Proceedings of the 16th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 1, Long Papers. ACL, 2021
    • Do Different Deep Metric ...
      Do Different Deep Metric Learning Losses Lead to Similar Learned Features?. Kobs, Konstantin; Steininger, Michael; Dulny, Andrzej; Hotho, Andreas. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 10644–10654. 2021
    • Automating the optical identification of abrasive wear on electrical contact pins. Buckermann, Florian; Klement, Nils; Beyer, Oliver; Hütten, Andreas; Hammer, Barbara. In at - Automatisierungstechnik, Vol. 69, Issue 10, pp. 903–914. 2021
    • Sequential Item Recommendation in the MOBA Game Dota 2. Dallmann, Alexander; Kohlmann, Johannes; Zoller, Daniel; Hotho, Andreas. In 2021 International Conference on Data Mining Workshops (ICDMW), pp. 10–17. 2021
    • Learning Mathematical Relations Using Deep Tree Models. Wankerl, Sebastian; Dulny, Andrzej; Götz, Gerhard; Hotho, Andreas. In 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), pp. 1681–1687. 2021
    • The {F}airy{N}et Corpus -...
      The {F}airy{N}et Corpus - Character Networks for {G}erman Fairy Tales. Schmidt, David; Zehe, Albin; Lorenzen, Janne; Sergel, Lisa; D{\"u}ker, Sebastian; Krug, Markus; Puppe, Frank. In Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, pp. 49–56. Association for Computational Linguistics, Punta Cana, Dominican Republic (online), 2021
    • CoBERT: Scientific Collab...
      CoBERT: Scientific Collaboration Prediction via Sequential Recommendation. Koopmann, Tobias; Kobs, Konstantin; Herud, Konstantin; Hotho, Andreas. In 2021 International Conference on Data Mining Workshops (ICDMW), pp. 45–54. 2021
    • A Case Study on Sampling ...
      A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models. Dallmann, Alexander; Zoller, Daniel; Hotho, Andreas. In Fifteenth {ACM} Conference on Recommender Systems. {ACM}, 2021
    • Comparison of Transformer...
      Comparison of Transformer-Based Sequential Product Recommendation Models for the Coveo Data Challenge. Fischer, Elisabeth; Zoller, Daniel; Hotho, Andreas. In SIGIR Workshop On eCommerce. 2021
    • Self-Supervised Multi-Tas...
      Self-Supervised Multi-Task Pretraining Improves Image Aesthetic Assessment. Pfister, Jan; Kobs, Konstantin; Hotho, Andreas. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 816–825. 2021
    • Assessing Media Bias in C...
      Assessing Media Bias in Cross-Linguistic and Cross-National Populations. Sales, Allan; Zehe, Albin; Marinho, Leandro Balby; Veloso, Adriano; Hotho, Andreas; Omeliyanenko, Janna. In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 15, Issue 1, pp. 561–572. 2021
    • Evaluating the multi-task...
      Evaluating the multi-task learning approach for land use regression modelling of air pollution. Dulny, Andrzej; Steininger, Michael; Lautenschlager, Florian; Krause, Anna; Hotho, Andreas. In Journal of Physics: Conference Series, Vol. 1834, Issue 1, p. 012004. {IOP} Publishing, 2021
    2020[ to top ]
    • Evaluation of Post-hoc XA...
      Evaluation of Post-hoc XAI Approaches Through Synthetic Tabular Data. Tritscher, Julian; Ring, Markus; Schlr, Daniel; Hettinger, Lena; Hotho, Andreas. In Foundations of Intelligent Systems, D. Helic, G. Leitner, M. Stettinger, A. Felfernig, Z. W. Ra{\’{s}} (eds.), pp. 422–430. Springer International Publishing, Cham, 2020
    • Financial Fraud Detection...
      Financial Fraud Detection with Improved Neural Arithmetic Logic Units. Schlör, Daniel; Ring, Markus; Krause, Anna; Hotho, Andreas. Vol. Fifth Workshop on MIning DAta for financial applicationS. 2020
    • LM4KG: Improving Common S...
      LM4KG: Improving Common Sense Knowledge Graphs with Language Models. Omeliyanenko, Janna; Zehe, Albin; Hettinger, Lena; Hotho, Andreas. In International Semantic Web Conference. Springer, 2020
    • Improving Sentiment Analy...
      Improving Sentiment Analysis with Biofeedback Data. Schlör, Daniel; Zehe, Albin; Kobs, Konstantin; Veseli, Blerta; Westermeier, Franziska; Brübach, Larissa; Roth, Daniel; Latoschik, Marc Erich; Hotho, Andreas. In Proceedings of the Workshop on peOple in laNguage, vIsiOn and the miNd (ONION). 2020
    • Integrating Keywords into...
      Integrating Keywords into BERT4Rec for Sequential Recommendation. Fischer, Elisabeth; Zoller, Daniel; Dallmann, Alexander; Hotho, Andreas. In KI 2020: Advances in Artificial Intelligence. 2020
    • NICER — Aesthetic Image...
      NICER — Aesthetic Image Enhancement with Humans in the Loop. Fischer, Michael; Kobs, Konstantin; Hotho, Andreas. In ACHI 2020: The Thirteenth International Conference on Advances in Computer-Human Interactions, pp. 357–362. 2020
    • Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I. Brefeld, Ulf; Fromont, Élisa; Hotho, Andreas; Knobbe, Arno J.; Maathuis, Marloes H.; Robardet, Céline. In Vol. 11906 of Lecture Notes in Computer Science. Springer, 2020
    • SimLoss: Class Similariti...
      SimLoss: Class Similarities in Cross Entropy. Kobs, Konstantin; Steininger, Michael; Zehe, Albin; Lautenschlager, Florian; Hotho, Andreas. 2020
    • Evaluating the multi-task...
      Evaluating the multi-task learning approach for land use regression modelling of air pollution. Dulny, Andrzej; Steininger, Michael; Lautenschlager, Florian; Krause, Anna; Hotho, Andreas. In International Conference on Frontiers of Artificial Intelligence and Machine Learning. IASED, 2020
    • HarryMotions – Classify...
      HarryMotions – Classifying Relationships in Harry Potter based on Emotion Analysis. Zehe, Albin; Arns, Julia; Hettinger, Lena; Hotho, Andreas. In 5th SwissText & 16th KONVENS Joint Conference. 2020
    • Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part III. Brefeld, Ulf; Fromont, Élisa; Hotho, Andreas; Knobbe, Arno J.; Maathuis, Marloes H.; Robardet, Céline. In Vol. 11908 of Lecture Notes in Computer Science. Springer, 2020
    • Emote-Controlled: Obtaini...
      Emote-Controlled: Obtaining Implicit Viewer Feedback through Emote based Sentiment Analysis on Comments of Popular Twitch.tv Channels. Kobs, Konstantin; Zehe, Albin; Bernstetter, Armin; Chibane, Julian; Pfister, Jan; Tritscher, Julian; Hotho, Andreas. In ACM Transactions on Social Computing. 2020
    • Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part II. Brefeld, Ulf; Fromont, Élisa; Hotho, Andreas; Knobbe, Arno J.; Maathuis, Marloes H.; Robardet, Céline. In Vol. 11907 of Lecture Notes in Computer Science. Springer, 2020
    • Improving Sentiment Analy...
      Improving Sentiment Analysis with Biofeedback Data. Schl{\"o}r, Daniel; Zehe, Albin; Kobs, Konstantin; Veseli, Blerta; Westermeier, Franziska; Br{\"u}bach, Larissa; Roth, Daniel; Latoschik, Marc Erich; Hotho, Andreas. In Proceedings of LREC2020 Workshop ``People in language, vision and the mind’’ (ONION2020), pp. 28–33. European Language Resources Association (ELRA), Marseille, France, 2020
    • Towards Predicting the Su...
      Towards Predicting the Subscription Status of Twitch.tv Users. Kobs, Konstantin; Potthast, Martin; Wiegmann, Matti; Zehe, Albin; Stein, Benno; Hotho, Andreas. In Proceedings of ECML-PKDD 2020 ChAT Discovery Challenge on Chat Analytics for Twitch. 2020
    • Where to Submit? Helping ...
      Where to Submit? Helping Researchers to Choose the Right Venue. Kobs, Konstantin; Koopmann, Tobias; Zehe, Albin; Fernes, David; Krop, Philipp; Hotho, Andreas. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, pp. 878–883. Association for Computational Linguistics, Online, 2020
    • OpenLUR: Off-the-shelf ai...
      OpenLUR: Off-the-shelf air pollution modeling with open features and machine learning. Lautenschlager, Florian; Becker, Martin; Kobs, Konstantin; Steininger, Michael; Davidson, Padraig; Krause, Anna; Hotho, Andreas. In Atmospheric Environment, Vol. 233, p. 117535. 2020
    • Smartwatch-Derived Data a...
      Smartwatch-Derived Data and Machine Learning Algorithms Estimate Classes of Ratings of Perceived Exertion in Runners: A Pilot Study. Davidson, Padraig; Düking, Peter; Zinner, Christoph; Sperlich, Billy; Hotho, Andreas. In Sensors, Vol. 20, Issue 9. 2020
    • Emote-Controlled: Obtaining Implicit Viewer Feedback through Emote based Sentiment Analysis on Comments of Popular Twitch.tv Channels. Kobs, Konstantin; Zehe, Albin; Bernstetter, Armin; Chibane, Julian; Pfister, Jan; Tritscher, Julian; Hotho, Andreas. In {ACM} Transactions on Social Computing, Vol. 3, Issue 2, pp. 1–34. Association for Computing Machinery ({ACM}), 2020
    • Evaluation of post-hoc XA...
      Evaluation of post-hoc XAI approaches through synthetic tabular data. Tritscher, Julian; Ring, Markus; Schlör, Daniel; Hettinger, Lena; Hotho, Andreas. In International Symposium on Methodologies for Intelligent Systems. Springer, 2020
    • MapLUR: Exploring a New P...
      MapLUR: Exploring a New Paradigm for Estimating Air Pollution Using Deep Learning on Map Images. Steininger, Michael; Kobs, Konstantin; Zehe, Albin; Lautenschlager, Florian; Becker, Martin; Hotho, Andreas. In ACM Trans. Spatial Algorithms Syst., Vol. 6, Issue 3. Association for Computing Machinery, New York, NY, USA, 2020
    • The German and International AI Network Data Set. Stubbemann, Maximilian; Koopmann, Tobias. Zenodo, 2020
    • Anomaly Detection in Beeh...
      Anomaly Detection in Beehives using Deep Recurrent Autoencoders. Davidson, Padraig; Steininger, Michael; Lautenschlager, Florian; Kobs, Konstantin; Krause, Anna; Hotho, Andreas. In Proceedings of the 9th International Conference on Sensor Networks (SENSORNETS 2020), pp. 142–149. SCITEPRESS – Science and Technology Publications, Lda., 2020
    • Deep Learning for Climate...
      Deep Learning for Climate Model Output Statistics. Steininger, Michael; Abel, Daniel; Ziegler, Katrin; Krause, Anna; Paeth, Heiko; Hotho, Andreas. In Tackling Climate Change with Machine Learning Workshop at NeurIPS 2020. 2020
    • iNALU: Improved Neural Ar...
      iNALU: Improved Neural Arithmetic Logic Unit. Schlör, Daniel; Ring, Markus; Hotho, Andreas. In Frontiers in Artificial Intelligence, Vol. 3, p. 71. 2020
    • Time Series Forecasting for Self-Aware Systems. {Bauer}, A.; {Züfle}, M.; {Herbst}, N.; {Zehe}, A.; {Hotho}, A.; {Kounev}, S. In Proceedings of the IEEE, pp. 1–26. 2020
    2019[ to top ]
    • Classification of text-ty...
      Classification of text-types in german novels. Schlör, D; Schöch, C; Hotho, A. In Digital Humanities 2019: Conference Abstracts. 2019
    • Classification of text-ty...
      Classification of text-types in german novels. Schl{\"o}r, D; Sch{\"o}ch, C; Hotho, A. In Digital Humanities 2019: Conference Abstracts. 2019
    • EClaiRE: Context Matters!...
      EClaiRE: Context Matters! – Comparing Word Embeddings for Relation Classification. Hettinger, Lena; Zehe, Albin; Dallmann, Alexander; Hotho, Andreas. In INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft, K. David, K. Geihs, M. Lange, G. Stumme (eds.), pp. 191–204. Gesellschaft für Informatik e.V., Bonn, 2019
    • Solving Mathematical Exer...
      Solving Mathematical Exercises: Prediction of Students’ Success. Wankerl, Sebastian; Götz, Gerhard; Hotho, Andreas. In LWDA, Vol. 2454 of CEUR Workshop Proceedings, R. Jäschke, M. Weidlich (eds.), pp. 190–194. CEUR-WS.org, 2019
    • Flow-based network traffi...
      Flow-based network traffic generation using Generative Adversarial Networks. Ring, Markus; Schlör, Daniel; Landes, Dieter; Hotho, Andreas. In Computers & Security, Vol. 82, pp. 156–172. 2019
    • Detection of Scenes in Fi...
      Detection of Scenes in Fiction. Gius, Evelyn; Jannidis, Fotis; Krug, Markus; Zehe, Albin; Hotho, Andreas; Puppe, Frank; Krebs, Jonathan; Reiter, Nils; Wiedmer, Nathalie; Konle, Leonard. In Proceedings of Digital Humanities 2019. 2019
    • A survey of network-based intrusion detection data sets. Ring, Markus; Wunderlich, Sarah; Scheuring, Deniz; Landes, Dieter; Hotho, Andreas. In Comput. Secur., Vol. 86, pp. 147–167. 2019
    • Team Xenophilius Lovegood...
      Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks. Zehe, Albin; Hettinger, Lena; Ernst, Stefan; Hauptmann, Christian; Hotho, Andreas. In Proceedings of The 13th International Workshop on Semantic Evaluation. Association for Computational Linguistics, 2019
    • Comparison of System Call Representations for Intrusion Detection. Wunderlich, Sarah; Ring, Markus; Landes, Dieter; Hotho, Andreas. 2019
    • On the Right Track! Analy...
      On the Right Track! Analysing and Predicting Navigation Success in Wikipedia. Koopmann, Tobias; Dallmann, Alexander; Hettinger, Lena; Niebler, Thomas; Hotho, Andreas. In Proceedings of the 30th ACM Conference on Hypertext and Social Media, of HT ’19, pp. 143–152. ACM, Hof, Germany, 2019
    2018[ to top ]
    • ClaiRE at SemEval-2018 Ta...
      ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings. Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas. In Proceedings of International Workshop on Semantic Evaluation (SemEval-2018). New Orleans, LA, USA, 2018
    • Air Trails -- Urban Air Q...
      Air Trails -- Urban Air Quality Campaign Exploration Patterns. Becker, Martin; Lautenschlager, Florian; Hotho, Andreas. 2018
    • ClaiRE at SemEval-2018 Ta...
      ClaiRE at SemEval-2018 Task 7 - Extended Version. Hettinger, Lena; Dallmann, Alexander; Zehe, Albin; Niebler, Thomas; Hotho, Andreas. 2018
    • Burrows Zeta: Varianten u...
      Burrows Zeta: Varianten und Evaluation. Schöch, Christof; Calvo, José; Zehe, Albin; Hotho, Andreas. In DHd 2018. 2018
    • Healing Time Correlates W...
      Healing Time Correlates With the Quality of Scaring: Results From a Prospective Randomized Control Donor Site Trial. Werdin, Frank; Tenenhaus, Mayer; Becker, Martin; Rennekampff, Hans-Oliver. In Dermatologic Surgery, Vol. 44, Issue 4, pp. 521–527. LWW, 2018
    • Adaptive kNN Using Expect...
      Adaptive kNN Using Expected Accuracy for Classification of Geo-spatial Data. Kibanov, Mark; Becker, Martin; Müller, Juergen; Atzmüller, Martin; Hotho, Andreas; Stumme, Gerd. In Proceedings of the 33rd Annual ACM Symposium on Applied Computing, of SAC ’18, pp. 857–865. ACM, Pau, France, 2018
    • Big-Data Helps SDN to Improve Application Specific Quality of Service. Schwarzmann, Susanna; Blenk, Andreas; Dobrijevic, Ognjen; Jarschel, Michael; Hotho, Andreas; Zinner, Thomas; Wamser, Florian. In Big Data and Software Defined Networks. IET, 2018
    • Burrows’ Zeta: Exploring and Evaluating Variants and Parameters. Schöch, Christof; Schlör, Daniel; Zehe, Albin; Gebhard, Henning; Becker, Martin; Hotho, Andreas. In DH, pp. 274–277. 2018
    • A White-Box Model for Det...
      A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels. Zehe, Albin; Schlör, Daniel; Henny-Krahmer, Ulrike; Becker, Martin; Hotho, Andreas. In DH. ADHO, 2018
    • Accessing Information with Tags: Search and Ranking. Navarro Bullock, Beate; Hotho, Andreas; Stumme, Gerd. In Social Information Access: Systems and Technologies, P. Brusilovsky, D. He (eds.), pp. 310–343. Springer International Publishing, Cham, 2018
    • pysubgroup: Easy-to-Use S...
      pysubgroup: Easy-to-Use Subgroup Discovery in Python. Lemmerich, Florian; Becker, Martin. In ECML/PKDD (3), Vol. 11053 of Lecture Notes in Computer Science, U. Brefeld, E. Curry, E. Daly, B. MacNamee, A. Marascu, F. Pinelli, M. Berlingerio, N. Hurley (eds.), pp. 658–662. Springer, 2018
    • Analysing Direct Speech i...
      Analysing Direct Speech in German Novels. Jannidis, Fotis; Konle, Leonard; Zehe, Albin; Hotho, Andreas; Krug, Markus. In DHd 2018. 2018
    • Flow-based Network Traffi...
      Flow-based Network Traffic Generation using Generative Adversarial Networks. Ring, Markus; Schlör, Daniel; Landes, Dieter; Hotho, Andreas. In CoRR, Vol. abs/1810.07795. 2018
    • Detection of slow port scans in flow-based network traffic. Ring, Markus; Landes, Dieter; Hotho, Andreas. In PLOS ONE, Vol. 13, Issue 9, pp. 1–18. Public Library of Science, 2018
    • EveryAware Gears: A Tool ...
      EveryAware Gears: A Tool to visualize and analyze all types of Citizen Science Data. Lautenschlager, Florian; Becker, Martin; Steininger, Michael; Hotho, Andreas. In Proceedings of VGI Geovisual Analytics Workshop, colocated with BDVA 2018, D. Burghardt, S. Chen, G. Andrienko, N. Andrienko, R. Purves, A. Diehl (eds.). KOPS, 2018
    2017[ to top ]
    • Neutralising the Authoria...
      Neutralising the Authorial Signal in Delta by Penalization: Stylometric Clustering of Genre in Spanish Novels. Tello, José Calvo; Schlör, Daniel; Henny-Krahmer, Ulrike; Schöch, Christof. In DH, R. Lewis, C. Raynor, D. Forest, M. Sinatra, S. Sinclair (eds.). Alliance of Digital Humanities Organizations (ADHO), 2017
    • Towards Sentiment Analysi...
      Towards Sentiment Analysis on German Literature. Zehe, Albin; Becker, Martin; Jannidis, Fotis; Hotho, Andreas. 2017
    • Flow-based benchmark data...
      Flow-based benchmark data sets for intrusion detection. Ring, Markus; Wunderlich, Sarah; Gr{\"u}dl, Dominik; Landes, Dieter; Hotho, Andreas. In Proceedings of the 16th European Conference on Cyber Warfare and Security, pp. 361–369. 2017
    • IP2Vec: Learning Similari...
      IP2Vec: Learning Similarities Between IP Addresses. Ring, Markus; Landes, Dieter; Dallmann, Alexander; Hotho, Andreas. In 2017 IEEE International Conference on Data Mining Workshops (ICDMW), pp. 657–666. 2017
    • Learning Semantic Related...
      Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas. In ISWC’17. 2017
    • Improving Session Recomme...
      Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time. Dallmann, Alexander; Grimm, Alexander; Pölitz, Christian; Zoller, Daniel; Hotho, Andreas. In CoRR, Vol. abs/1706.10231. 2017
    • Applications for Environm...
      Applications for Environmental Sensing in EveryAware. Atzmueller, Martin; Becker, Martin; Molino, Andrea; Mueller, Juergen; Peters, Jan; S{\^\i}rbu, Alina. In Participatory Sensing, Opinions and Collective Awareness, pp. 135–155. Springer, 2017
    • A Toolset for Intrusion a...
      A Toolset for Intrusion and Insider Threat Detection. Ring, Markus; Wunderlich, Sarah; Gr{\"u}dl, Dominik; Landes, Dieter; Hotho, Andreas. In Data Analytics and Decision Support for Cybersecurity: Trends, Methodologies and Applications, I. Palomares Carrascosa, H. K. Kalutarage, Y. Huang (eds.), pp. 3–31. Springer International Publishing, Cham, 2017
    • Experimental Assessment o...
      Experimental Assessment of the Emergence of Awareness and Its Influence on Behavioral Changes: The Everyaware Lesson. Gravino, Pietro; S{\^\i}rbu, Alina; Becker, Martin; Servedio, Vito DP; Loreto, Vittorio. In Participatory Sensing, Opinions and Collective Awareness, pp. 337–362. Springer, 2017
    • Collective Sensing Platfo...
      Collective Sensing Platforms. Atzmueller, Martin; Becker, Martin; Mueller, Juergen. In Participatory Sensing, Opinions and Collective Awareness, pp. 115–133. Springer, 2017
    • Learning Semantic Related...
      Learning Semantic Relatedness From Human Feedback Using Metric Learning. Niebler, Thomas; Becker, Martin; Pölitz, Christian; Hotho, Andreas. 2017
    • A Bayesian Method for Comparing Hypotheses About Human Trails. Singer, Philipp; Helic, Denis; Hotho, Andreas; Strohmaier, Markus. In ACM Trans. Web, Vol. 11, Issue 3, pp. 14:1–14:29. ACM, New York, NY, USA, 2017
    • Leveraging User-Interacti...
      Leveraging User-Interactions for Time-Aware Tag Recommendations. Zoller, Daniel; Doerfel, Stephan; Pölitz, Christian; Hotho, Andreas. In Proceedings of the Workshop on Temporal Reasoning in Recommender Systems, of {CEUR} Workshop Proceedings. 2017
    • Creation of Flow-Based Da...
      Creation of Flow-Based Data Sets for Intrusion Detection. Ring, Markus; Wunderlich, Sarah; Grüdl, Dominik; Landes, Dieter; Hotho, Andreas. In Journal of Information Warfare, Vol. 16, Issue 4, pp. 41–54. 2017
    • MixedTrails: Bayesian hyp...
      MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. Becker, Martin; Lemmerich, Florian; Singer, Philipp; Strohmaier, Markus; Hotho, Andreas. In Data Mining and Knowledge Discovery. 2017
    • Learning Word Embeddings ...
      Learning Word Embeddings from Tagging Data: A methodological comparison. Niebler, Thomas; Hahn, Luzian; Hotho, Andreas. In Proceedings of the LWDA. 2017
    • Mining social semantics o...
      Mining social semantics on the social web. Hotho, A.; Jaeschke, R.; Lerman, K. In Semantic Web, Vol. 8, Issue 5, pp. 623–624. IOS Press, 2017
    • Sedentary Behavior among ...
      Sedentary Behavior among National Elite Rowers during Off-Training—A Pilot Study. Sperlich, Billy; Becker, Martin; Hotho, Andreas; Wallmann-Sperlich, Birgit; Sareban, Mahdi; Winkert, Kay; Steinacker, Jürgen M.; Treff, Gunnar. In Frontiers in Physiology, Vol. 8, p. 655. 2017
    • Participatory sensing, op...
      Participatory sensing, opinions and collective awareness. Loreto, Vittorio; Haklay, Mordechai; Hotho, Andreas; Servedio, Vito C. P.; Stumme, Gerd; Theunis, Jan; Tria, Francesca. Springer, 2017
    • Eleven-Week Preparation I...
      Eleven-Week Preparation Involving Polarized Intensity Distribution Is Not Superior to Pyramidal Distribution in National Elite Rowers. Treff, Gunnar; Winkert, Kay; Sareban, Mahdi; Steinacker, Jürgen M.; Becker, Martin; Sperlich, Billy. In Frontiers in Physiology, Vol. 8, p. 515. 2017
    • Comparing Hypotheses Abou...
      Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications. Lemmerich, Florian; Singer, Philipp; Becker, Martin; Espin-Noboa, Lisette; Dimitrov, Dimitar; Helic, Denis; Hotho, Andreas; Strohmaier, Markus. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 354–357. Springer, 2017
    2016[ to top ]
    • Comparison of non-invasiv...
      Comparison of non-invasive individual monitoring of the training and health of athletes with commercially available wearable technologies. Düking, Peter; Hotho, Andreas; Fuss, Franz Konstantin; Holmberg, Hans-Christer; Sperlich, Billy. In Frontiers in Physiology, Vol. 7, Issue 71. 2016
    • MixedTrails: Bayesian Hyp...
      MixedTrails: Bayesian Hypotheses Comparison on Heterogeneous Sequential Data. Becker, Martin; Lemmerich, Florian; Singer, Philipp; Strohmaier, Markus; Hotho, Andreas. 2016
    • FolkTrails: Interpreting ...
      FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas. In Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, of CIKM ’16. ACM, New York, NY, USA, 2016
    • Straight Talk! Automatic ...
      Straight Talk! Automatic Recognition of Direct Speech in Nineteenth-Century French Novels. Schöch, Christof; Schlör, Daniel; Popp, Stefanie; Brunner, Annelen; Henny, Ulrike; Tello, Jos{\’e} Calvo. In DH, pp. 346–353. 2016
    • Analyzing Features for th...
      Analyzing Features for the Detection of Happy Endings in German Novels. Jannidis, Fotis; Reger, Isabella; Zehe, Albin; Becker, Martin; Hettinger, Lena; Hotho, Andreas. 2016
    • Extracting Semantics from...
      Extracting Semantics from Unconstrained Navigation on Wikipedia. Niebler, Thomas; Schlör, Daniel; Becker, Martin; Hotho, Andreas. In KI, Vol. 30, Issue 2, pp. 163–168. 2016
    • Straight Talk! Automatic ...
      Straight Talk! Automatic Recognition of Direct Speech in Nineteenth-Century French Novels. Sch{\"o}ch, Christof; Schl{\"o}r, Daniel; Popp, Stefanie; Brunner, Annelen; Henny, Ulrike; Tello, Jos{\’e} Calvo. In DH, pp. 346–353. 2016
    • SparkTrails: A MapReduce ...
      SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails. Becker, Martin; Mewes, Hauke; Hotho, Andreas; Dimitrov, Dimitar; Lemmerich, Florian; Strohmaier, Markus. In WWW (Companion Volume), J. Bourdeau, J. Hendler, R. Nkambou, I. Horrocks, B. Y. Zhao (eds.), pp. 17–18. ACM, 2016
    • Creation of Specific Flow...
      Creation of Specific Flow-Based Training Data Sets for Usage Behaviour Classification. Otto, Florian; Ring, Markus; Landes, Dieter; Hotho, Andreas. In ECCWS2016-Proceedings fo the 15th European Conference on Cyber Warfare and Security, p. 437. Academic Conferences and publishing limited, 2016
    • Mining Subgroups with Exc...
      Mining Subgroups with Exceptional Transition Behavior. Lemmerich, Florian; Becker, Martin; Singer, Philipp; Helic, Denis; Hotho, Andreas; Strohmaier, Markus. In KDD, B. Krishnapuram, M. Shah, A. J. Smola, C. Aggarwal, D. Shen, R. Rastogi (eds.), pp. 965–974. ACM, 2016
    • Prediction of Happy Endin...
      Prediction of Happy Endings in German Novels. Zehe, Albin; Becker, Martin; Hettinger, Lena; Hotho, Andreas; Reger, Isabella; Jannidis, Fotis. In Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing 2016, P. Cellier, T. Charnois, A. Hotho, S. Matwin, M.-F. Moens, Y. Toussaint (eds.), pp. 9–16. 2016
    • Significance Testing for ...
      Significance Testing for the Classification of Literary Subgenres. Hettinger, Lena; Jannidis, Fotis; Reger, Isabella; Hotho, Andreas. In DH 2016. 2016
    • Extracting Semantics from...
      Extracting Semantics from Random Walks on Wikipedia: Comparing learning and counting methods. Dallmann, Alexander; Niebler, Thomas; Lemmerich, Florian; Hotho, Andreas. In Wiki Workshop@ICWSM, R. West, L. Zia, D. Taraborelli, J. Leskovec (eds.). 2016
    • What Users Actually do in...
      What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy. Doerfel, Stephan; Zoller, Daniel; Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus. In ACM Transactions on the Web, Vol. 10, Issue 2, pp. 14:1–14:32. 2016
    • Classification of Literar...
      Classification of Literary Subgenres. Hettinger, Lena; Jannidis, Fotis; Reger, Isabella; Hotho, Andreas. In DHd 2016. 2016
    • Posted, Visited, Exported...
      Posted, Visited, Exported: Altmetrics in the Social Tagging System BibSonomy. Zoller, Daniel; Doerfel, Stephan; Jäschke, Robert; Stumme, Gerd; Hotho, Andreas. In Journal of Informetrics, Vol. 10, Issue 3, pp. 732–749. 2016
    2015[ to top ]
    • Modeling and Extracting L...
      Modeling and Extracting Load Intensity Profiles. v. Kistowski, Jóakim; Nikolas, Herbst.; Zoller, Daniel; Kounev, Samuel; Hotho, Andreas. In Proceedings of the 10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS). 2015
    • Genre classification on G...
      Genre classification on German novels. Hettinger, Lena; Becker, Martin; Reger, Isabella; Jannidis, Fotis; Hotho, Andreas. In Proceedings of the 12th International Workshop on Text-based Information Retrieval. 2015
    • On Publication Usage in a...
      On Publication Usage in a Social Bookmarking System. Zoller, Daniel; Doerfel, Stephan; Jäschke, Robert; Stumme, Gerd; Hotho, Andreas. In Proceedings of the 2015 ACM Conference on Web Science. 2015
    • Evaluating Emergent Seman...
      Evaluating Emergent Semantics in Folksonomies on Human Intuition. Niebler, Thomas; Becker, Martin; Zoller, Daniel; Doerfel, Stephan; Hotho, Andreas. 2015
    • ConDist: A Context-Driven Categorical Distance Measure. Ring, Markus; Otto, Florian; Becker, Martin; Niebler, Thomas; Landes, Dieter; Hotho, Andreas. ECMLPKDD2015 (ed.). 2015
    • Automatic Threshold Calcu...
      Automatic Threshold Calculation for the Categorical Distance Measure ConDist. Ring, Markus; Landes, Dieter; Hotho, Andreas. In LWA, Vol. 1458 of CEUR Workshop Proceedings, R. Bergmann, S. Görg, G. Müller (eds.), pp. 52–63. CEUR-WS.org, 2015
    • VizTrails: An Information...
      VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories. Becker, Martin; Singer, Philipp; Lemmerich, Florian; Hotho, Andreas; Helic, Denis; Strohmaier, Markus. In Proceedings of the 26th ACM Conference on Hypertext \&\#38; Social Media, of HT ’15, pp. 319–320. ACM, Guzelyurt, Northern Cyprus, 2015
    • Exploratory subgroup anal...
      Exploratory subgroup analytics on ubiquitous data. Atzmueller, Martin; Mueller, Juergen; Becker, Martin. In Mining, Modeling and Recommending ’Things’ in Social Media, Vol. 8940, pp. 1–20. 2015
    • Media Bias in German Onli...
      Media Bias in German Online Newspapers. Dallmann, Alexander; Lemmerich, Florian; Zoller, Daniel; Hotho, Andreas. In 26th ACM Conference on Hypertext and Social Media. ACM, Cyprus, Turkey, September 1-4, 2015
    • Hyptrails: A bayesian app...
      Hyptrails: A bayesian approach for comparing hypotheses about human trails. Singer, P.; Helic, D.; Hotho, A.; Strohmaier, M. In 24th International World Wide Web Conference (WWW2015). ACM, Firenze, Italy, 2015
    • Participatory Patterns in...
      Participatory Patterns in an International Air Quality Monitoring Initiative. Sîrbu, Alina; Becker, Martin; Caminiti, Saverio; De Baets, Bernard; Elen, Bart; Francis, Louise; Gravino, Pietro; Hotho, Andreas; Ingarra, Stefano; Loreto, Vittorio; Molino, Andrea; Mueller, Juergen; Peters, Jan; Ricchiuti, Ferdinando; Saracino, Fabio; Servedio, Vito D. P.; Stumme, Gerd; Theunis, Jan; Tria, Francesca; Van den Bossche, Joris. In PLoS ONE, Vol. 10, Issue 8, p. e0136763. Public Library of Science, 2015
    • Participatory patterns in...
      Participatory patterns in an international air quality monitoring initiative. Sirbu, Alina; Becker, Martin; Caminiti, Saverio; De Baets, Bernard; Elen, Bart; Francis, Louise; Gravino, Pietro; Hotho, Andreas; Ingarra, Stefano; Loreto, Vittorio; Molino, Andrea; Mueller, Juergen; Peters, Jan; Ricchiuti, Ferdinando; Saracino, Fabio; Servedio, Vito D. P.; Stumme, Gerd; Theunis, Jan; Tria, Francesca; Van den Bossche, Joris. In PLoS ONE, Vol. 10, Issue 8, p. e0136763. Public Library of Science, 2015
    • MicroTrails: Comparing Hy...
      MicroTrails: Comparing Hypotheses About Task Selection on a Crowdsourcing Platform. Becker, Martin; Borchert, Kathrin; Hirth, Matthias; Mewes, Hauke; Hotho, Andreas; Tran-Gia, Phuoc. In Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business, of i-KNOW ’15, pp. 10:1–10:8. ACM, New York, NY, USA, 2015
    • Photowalking the city: co...
      Photowalking the city: comparing hypotheses about urban photo trails on Flickr. Becker, Martin; Singer, Philipp; Lemmerich, Florian; Hotho, Andreas; Helic, Denis; Strohmaier, Markus. In Proceedings of the 7th International Conference on SocialInformatics (to appear). Beijing, China, 2015
    • Participatory Patterns in an International Air Quality Monitoring Initiative. Sîrbu, Alina; Becker, Martin; Caminiti, Saverio; De Baets, Bernard; Elen, Bart; Francis, Louise; Gravino, Pietro; Hotho, Andreas; Ingarra, Stefano; Loreto, Vittorio; Molino, Andrea; Mueller, Juergen; Peters, Jan; Ricchiuti, Ferdinando; Saracino, Fabio; Servedio, Vito D. P.; Stumme, Gerd; Theunis, Jan; Tria, Francesca; Van den Bossche, Joris. 2015
    2014[ to top ]
    • How Social is Social Tagg...
      How Social is Social Tagging?. Doerfel, Stephan; Zoller, Daniel; Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus. In Proceedings of the 23rd International World Wide Web Conference, of WWW 2014. ACM, New York, NY, USA, 2014
    • The sixth {ACM} RecSys workshop on recommender systems and the social web. Jannach, Dietmar; Freyne, Jill; Geyer, Werner; Guy, Ido; Hotho, Andreas; Mobasher, Bamshad. In Eighth {ACM} Conference on Recommender Systems, RecSys ’14, Foster City, Silicon Valley, CA, {USA} - October 06 - 10, 2014, p. 395. 2014
    • Evaluating Assumptions ab...
      Evaluating Assumptions about Social Tagging - {A} Study of User Behavior in BibSonomy. Doerfel, Stephan; Zoller, Daniel; Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus. In Proceedings of the 16th LWA Workshops: KDML, IR and FGWM, Aachen, Germany, September 8-10, 2014., Vol. 1226 of {CEUR} Workshop Proceedings, T. Seidl, M. Hassani, C. Beecks (eds.), pp. 18–19. CEUR-WS.org, 2014
    • Proceedings of the 6th Workshop on Recommender Systems and the Social Web (RSWeb 2014) co-located with the 8th {ACM} Conference on Recommender Systems (RecSys 2014), Foster City, CA, USA, October 6, 2014. Jannach, Dietmar; Freyne, Jill; Geyer, Werner; Guy, Ido; Hotho, Andreas; Mobasher, Bamshad. In Vol. 1271 of {CEUR} Workshop Proceedings. CEUR-WS.org, 2014
    • The social distributional...
      The social distributional hypothesis: a pragmatic proxy for homophily in online social networks. Mitzlaff, Folke; Atzmueller, Martin; Hotho, Andreas; Stumme, Gerd. In Social Network Analysis and Mining, Vol. 4, Issue 1. Springer Vienna, 2014
    • Folksonomies. Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus. In Encyclopedia of Social Network Analysis and Mining, pp. 542–547. Springer, 2014
    • Subjective vs. Objective Data: Bridging the Gap. Becker, Martin; Hotho, Andreas; Mueller, Juergen; Kibanov, Mark; Atzmueller, Martin; Stumme, Gerd. 2014
    • {Ubicon and its Applications for Ubiquitous Social Computing}. Atzmueller, Martin; Becker, Martin; Kibanov, Mark; Scholz, Christoph; Doerfel, Stephan; Hotho, Andreas; Macek, Bjoern-Elmar; Mitzlaff, Folke; Mueller, Juergen; Stumme, Gerd. In New Review of Hypermedia and Multimedia, Vol. 20, Issue 1, pp. 53–77. 2014
    • Finding Enclosures for Li...
      Finding Enclosures for Linear Systems Using Interval Matrix Multiplication in CUDA. Dallmann, Alexander; Beck, Philip-Daniel; von Gudenberg, JürgenWolff. In Parallel Processing and Applied Mathematics, Vol. 8385, R. Wyrzykowski, J. Dongarra, K. Karczewski, J. Waśniewski (eds.), pp. 582–590. Springer Berlin Heidelberg, 2014
    • Proceedings of the 1st In...
      Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, DMNLP@PKDD/ECML 2014, Nancy, France, September 15, 2014. Cellier, Peggy; Charnois, Thierry; Hotho, Andreas; Matwin, Stan; Moens, Marie{-}Francine; Toussaint, Yannick. In Vol. 1202 of {CEUR} Workshop Proceedings. CEUR-WS.org, 2014
    • Of course we share! Testi...
      Of course we share! Testing Assumptions about Social Tagging Systems. Doerfel, Stephan; Zoller, Daniel; Singer, Philipp; Niebler, Thomas; Hotho, Andreas; Strohmaier, Markus. 2014
    • HypTrails: A Bayesian App...
      HypTrails: A Bayesian Approach for Comparing Hypotheses about Human Trails on the Web. Singer, Philipp; Helic, Denis; Hotho, Andreas; Strohmaier, Markus. 2014
    2013[ to top ]
    • Exploiting Structural Consistencies with Stacked Conditional Random Fields. Kluegl, Peter; Toepfer, Martin; Lemmerich, Florian; Hotho, Andreas; Puppe, Frank. In Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics, Vol. 30, pp. 111–125. 2013
    • How Tagging Pragmatics In...
      How Tagging Pragmatics Influence Tag Sense Discovery in Social Annotation Systems. Niebler, Thomas; Singer, Philipp; Benz, Dominik; Körner, Christian; Strohmaier, Markus; Hotho, Andreas. In Advances in Information Retrieval, Vol. 7814, P. Serdyukov, P. Braslavski, S. Kuznetsov, J. Kamps, S. Rüger, E. Agichtein, I. Segalovich, E. Yilmaz (eds.), pp. 86–97. Springer Berlin Heidelberg, 2013
    • A Generic Platform for Ub...
      A Generic Platform for Ubiquitous and Subjective Data. Becker, Martin; Mueller, Juergen; Hotho, Andreas; Stumme, Gerd. In 1st International Workshop on Pervasive Urban Crowdsensing Architecture and Applications, PUCAA 2013, Zurich, Switzerland -- September 9, 2013. Proceedings, p. New York, NY, USA. ACM, 2013
    • Difference-Based Estimate...
      Difference-Based Estimates for Generalization-Aware Subgroup Discovery. Lemmerich, Florian; Becker, Martin; Puppe, Frank. In ECML/PKDD (3), Vol. 8190 of Lecture Notes in Computer Science, H. Blockeel, K. Kersting, S. Nijssen, F. Zelezný (eds.), pp. 288–303. Springer, 2013
    • Deeper Into the Folksonomy Graph: FolkRank Adaptations and Extensions for Improved Tag Recommendations. Landia, Nikolas; Doerfel, Stephan; Jäschke, Robert; Anand, Sarabjot Singh; Hotho, Andreas; Griffiths, Nathan. In cs.IR, Vol. 1310.1498. 2013
    • {Semantics of User Interaction in Social Media}. Mitzlaff, Folke; Atzmueller, Martin; Stumme, Gerd; Hotho, Andreas. In Complex Networks IV, Vol. 476, G. Ghoshal, J. Poncela-Casasnovas, R. Tolksdorf (eds.). Springer Verlag, Heidelberg, Germany, 2013
    • Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013), Hong Kong, China, October 13, 2013. Mobasher, Bamshad; Jannach, Dietmar; Geyer, Werner; Freyne, Jill; Hotho, Andreas; Anand, Sarabjot Singh; Guy, Ido. In Vol. 1066 of CEUR Workshop Proceedings. CEUR-WS.org, 2013
    • Tag Recommendations for S...
      Tag Recommendations for SensorFolkSonomies. Mueller, Juergen; Doerfel, Stephan; Becker, Martin; Hotho, Andreas; Stumme, Gerd. In Recommender Systems and the Social Web Workshop at 7th ACM Conference on Recommender Systems, RecSys 2013, Hong Kong, China -- October 12-16, 2013. Proceedings, Vol. 1066. CEUR-WS, Aachen, Germany, 2013
    • Computing Semantic Relate...
      Computing Semantic Relatedness from Human Navigational Paths: A Case Study on Wikipedia. Singer, Philipp; Niebler, Thomas; Strohmaier, Markus; Hotho, Andreas. In International Journal on Semantic Web and Information Systems (IJSWIS), Vol. 9, Issue 4, pp. 41–70. IGI Global, 2013
    • Informationelle Selbstbestimmung Im Web 2.0 Chancen Und Risiken Sozialer Verschlagwortungssysteme. Doerfel, Stephan; Hotho, Andreas; Kartal-Aydemir, Aliye; Roßnagel, Alexander; Stumme, Gerd. Vieweg + Teubner Verlag, 2013
    • Ubiquitous Social Media Analysis Third International Workshops, MUSE 2012, Bristol, UK, September 24, 2012, and MSM 2012, Milwaukee, WI, USA, June 25, 2012, Revised Selected Papers. Atzmueller, Martin; Chin, Alvin; Helic, Denis; Hotho, Andreas. Imprint: Springer, Berlin, Heidelberg, 2013
    • Computing semantic relate...
      Computing semantic relatedness from human navigational paths on Wikipedia. Singer, Philipp; Niebler, Thomas; Strohmaier, Markus; Hotho, Andreas. In Proceedings of the 22nd international conference on World Wide Web companion, of WWW ’13 Companion, ACM (ed.), pp. 171–172. International World Wide Web Conferences Steering Committee, Rio de Janeiro, Brazil, 2013
    • Awareness and Learning in...
      Awareness and Learning in Participatory Noise Sensing. Becker, Martin; Caminiti, Saverio; Fiorella, Donato; Francis, Louise; Gravino, Pietro; Haklay, Mordechai (Muki); Hotho, Andreas; Loreto, Vittorio; Mueller, Juergen; Ricchiuti, Ferdinando; Servedio, Vito D. P.; Sîrbu, Alina; Tria, Francesca. In PLoS ONE, Vol. 8, Issue 12, p. e81638. Public Library of Science, 2013
    • Awareness and learning in...
      Awareness and learning in participatory noise sensing. Becker, Martin; Caminiti, Saverio; Fiorella, Donato; Francis, Louise; Gravino, Pietro; Haklay, Mordechai (Muki); Hotho, Andreas; Loreto, Vittorio; Mueller, Juergen; Ricchiuti, Ferdinando; Servedio, Vito D. P.; Sirbu, Alina; Tria, Francesca. In PLOS ONE, Vol. 8, Issue 12, p. e81638. 2013
    2012[ to top ]
    • Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy. Krause, Beate; Lerch, Hana; Hotho, Andreas; Roßnagel, Alexander; Stumme, Gerd. In Informatik Spektrum, Vol. 35, Issue 1, pp. 12–23. 2012
    • Publikationen im Web 2.0. Hotho, Andreas. In Informatik-Spektrum, pp. 1–5. Springer, Berlin / Heidelberg, 2012
    • The challenge of recommender systems challenges. Said, Alan; Tikk, Domonkos; Hotho, Andreas. In RecSys, P. Cunningham, N. J. Hurley, I. Guy, S. S. Anand (eds.), pp. 9–10. ACM, 2012
    • Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles. Atzmueller, Martin; Doerfel, Stephan; Hotho, Andreas; Mitzlaff, Folke; Stumme, Gerd. In {Modeling and Mining Ubiquitous Social Media}, Vol. 7472. Springer Verlag, Heidelberg, Germany, 2012
    • Leveraging publication me...
      Leveraging publication metadata and social data into FolkRank for scientific publication recommendation. Doerfel, Stephan; Jäschke, Robert; Hotho, Andreas; Stumme, Gerd. In Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web, of RSWeb ’12, pp. 9–16. ACM, Dublin, Ireland, 2012
    • Challenges in Tag Recommendations for Collaborative Tagging Systems. Jäschke, Robert; Hotho, Andreas; Mitzlaff, Folke; Stumme, Gerd. In Recommender Systems for the Social Web, Vol. 32, J. J. Pazos Arias, A. Fernández Vilas, R. P. Díaz Redondo (eds.), pp. 65–87. Springer, Berlin/Heidelberg, 2012
    • 4th ACM RecSys workshop on recommender systems and the social web. Mobasher, Bamshad; Jannach, Dietmar; Geyer, Werner; Hotho, Andreas. In RecSys, P. Cunningham, N. J. Hurley, I. Guy, S. S. Anand (eds.), pp. 345–346. ACM, 2012
    • {Generic Pattern Trees fo...
      {Generic Pattern Trees for Exhaustive Exceptional Model Mining}. Lemmerich, Florian; Becker, Martin; Atzmueller, Martin. In Proc. ECML/PKDD 2012: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer Verlag, Heidelberg, Germany, 2012
    • Collective Information Ex...
      Collective Information Extraction with Context-Specific Consistencies. Klügl, Peter; Toepfer, Martin; Lemmerich, Florian; Hotho, Andreas; Puppe, Frank. In ECML/PKDD (1), Vol. 7523 of Lecture Notes in Computer Science, P. A. Flach, T. D. Bie, N. Cristianini (eds.), pp. 728–743. Springer, 2012
    • RSWeb ’12: Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web. Mobasher, Bamshad; Jannach, Dietmar; Geyer, Werner; Hotho, Andreas. ACM, Dublin, Ireland, 2012
    • Extending FolkRank with content data. Landia, Nikolas; Anand, Sarabjot Singh; Hotho, Andreas; J\"{a}schke, Robert; Doerfel, Stephan; Mitzlaff, Folke. In Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web, of RSWeb ’12, pp. 1–8. ACM, Dublin, Ireland, 2012
    • Recommender Systems for S...
      Recommender Systems for Social Tagging Systems. Balby Marinho, L.; Hotho, A.; Jäschke, R.; Nanopoulos, A.; Rendle, S.; Schmidt-Thieme, L.; Stumme, G.; Symeonidis, P. In of SpringerBriefs in Electrical and Computer Engineering. Springer, 2012
    • Modeling and Mining Ubiquitous Social Media. Atzmueller, Martin; Chin, Alvin; Helic, Denis; Hotho, Andreas. In Vol. 7472 of Lecture Notes in Computer Science. Springer Verlag, Heidelberg, Germany, 2012
    • Stacked Conditional Random Fields Exploiting Structural Consistencies. Klügl, Peter; Toepfer, Martin; Lemmerich, Florian; Hotho, Andreas; Puppe, Frank. In Proceedings of 1st International Conference on Pattern Recognition Applications and Methods ICPRAM, P. L. Carmona, J. S. Sánchez, A. Fred (eds.), pp. 240–248. SciTePress, Vilamoura, Algarve, Portugal, 2012
    • {Proceedings of the Third International Workshop on Mining Ubiquitous and Social Environments (MUSE 2012)}. Atzmueller, Martin; Hotho, Andreas. Workshop Notes, Bristol, UK, 2012
    • Ubicon: Observing Social ...
      Ubicon: Observing Social and Physical Activities. Atzmueller, Martin; Becker, Martin; Doerfel, Stephan; Kibanov, Mark; Hotho, Andreas; Macek, Björn-Elmar; Mitzlaff, Folke; Mueller, Juergen; Scholz, Christoph; Stumme, Gerd. In IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2012, Besançon, France, 20-23 November, 2012. IEEE, Washington, DC, USA, 2012
    2011[ to top ]
    • {Proceedings of the 2011 International Workshop on Mining Ubiquitous and Social Environments (MUSE 2011)}. Atzmueller, Martin; Hotho, Andreas. ECML/PKDD 2011, Athens, Greece, 2011
    • Social Tagging Recommender Systems. Marinho, Leandro Balby; Nanopoulos, Alexandros; Schmidt-Thieme, Lars; Jäschke, Robert; Hotho, Andreas; Stumme, Gerd; Symeonidis, Panagiotis. In Recommender Systems Handbook, F. Ricci, L. Rokach, B. Shapira, P. B. Kantor (eds.), pp. 615–644. Springer, 2011
    • Privacy-aware spam detection in social bookmarking systems. Bullock, Beate Navarro; Lerch, Hana; Ro\ssnagel, Alexander; Hotho, Andreas; Stumme, Gerd. In Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies, of i-KNOW ’11, pp. 15:1–15:8. ACM, Graz, Austria, 2011
    • One Tag to Bind Them All: Measuring Term Abstractness in Social Metadata. Benz, Dominik; Körner, Christian; Hotho, Andreas; Stumme, Gerd; Strohmaier, Markus. In Working Notes of the LWA 2011 - Learning, Knowledge, Adaptation. 2011
    • Resource-Aware On-Line RFID Localization Using Proximity Data. Scholz, Christoph; Doerfel, Stephan; Atzmueller, Martin; Hotho, Andreas; Stumme, Gerd. In Working Notes of the LWA 2011 - Learning, Knowledge, Adaptation. 2011
    • Resource-Aware On-Line RFID Localization Using Proximity Data. Scholz, Christoph; Doerfel, Stephan; Atzmueller, Martin; Hotho, Andreas; Stumme, Gerd. In ECML/PKDD (3), pp. 129–144. 2011
    • Analysis of Social Media and Ubiquitous Data - International Workshops MSM 2010, Toronto, Canada, June 13, 2010, and MUSE 2010, Barcelona, Spain, September 20, 2010, Revised Selected Papers. Atzmueller, Martin; Hotho, Andreas; Strohmaier, Markus; Chin, Alvin. In Vol. 6904 of Lecture Notes in Computer Science. Springer, 2011
    • From Semantic Web Mining to Social and Ubiquitous Mining - A Subjective View on Past, Current, and Future Research. Hotho, Andreas; Stumme, Gerd. In Foundations for the Web of Information and Services, D. Fensel (ed.), pp. 143–153. Springer, 2011
    • Face-to-Face Contacts during LWA 2010 - Communities, Roles, and Key Players. Atzmueller, Martin; Doerfel, Stephan; Hotho, Andreas; Mitzlaff, Folke; Stumme, Gerd. In Working Notes of the LWA 2011 - Learning, Knowledge, Adaptation. 2011
    • Segmentation of References with Skip-Chain Conditional Random Fields for Consistent Label Transitions. Toepfer, Martin; Kluegl, Peter; Hotho, Andreas; Puppe, Frank. In Workshop Notes of the LWA 2011 - Learning, Knowledge, Adaptation. 2011
    • Combining Data-Driven and Semantic Approaches for Text Mining. Bloehdorn, Stephan; Blohm, Sebastian; Cimiano, Philipp; Giesbrecht, Eugenie; Hotho, Andreas; Lösch, Uta; Mädche, Alexander; Mönch, Eddie; Sorg, Philipp; Staab, Steffen; Völker, Johanna. In Foundations for the Web of Information and Services, D. Fensel (ed.), pp. 115–142. Springer, 2011
    • A Comparison of Content-Based Tag Recommendations in Folksonomy Systems. Illig, Jens; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd. In Knowledge Processing and Data Analysis, Vol. 6581 of Lecture Notes in Computer Science, K. E. Wolff, D. E. Palchunov, N. G. Zagoruiko, U. Andelfinger (eds.), pp. 136–149. Springer, Berlin/Heidelberg, 2011
    • 3rd workshop on recommender systems and the social web. Freyne, Jill; Anand, Sarabjot Singh; Guy, Ido; Hotho, Andreas. In Proceedings of the fifth ACM conference on Recommender systems, of RecSys ’11, pp. 383–384. ACM, Chicago, Illinois, USA, 2011
    • {Community Assessment using Evidence Networks}. Mitzlaff, Folke; Atzmueller, Martin; Benz, Dominik; Hotho, Andreas; Stumme, Gerd. In Analysis of Social Media and Ubiquitous Data, Vol. 6904 of LNAI. 2011
    • Tagging data as implicit feedback for learning-to-rank. Bullock, Beate Navarro; Jäschke, Robert; Hotho, Andreas. In Proceedings of the ACM WebSci’11. 2011
    • Enhancing Social Interactions at Conferences. Atzmueller, Martin; Benz, Dominik; Doerfel, Stephan; Hotho, Andreas; Jäschke, Robert; Macek, Bjoern Elmar; Mitzlaff, Folke; Scholz, Christoph; Stumme, Gerd. In it - Information Technology, Vol. 53, Issue 3, pp. 101–107. Oldenbourg Wissenschaftsverlag GmbH, 2011
    • One Tag to Bind Them All : Measuring Term Abstractness in Social Metadata. Benz, Dominik; Körner, Christian; Hotho, Andreas; Stumme, Gerd; Strohmaier, Markus. In Proceedings of the 8th Extended Semantic Web Conference (ESWC 2011), G. Antoniou, M. Grobelnik, E. Simperl, B. Parsia, D. Plexousakis, J. Pan, P. D. Leenheer (eds.). Heraklion, Crete, 2011
    • {On the Semantics of User Interaction in Social Media (Extended Abstract, Resubmission)}. Mitzlaff, Folke; Atzmueller, Martin; Stumme, Gerd; Hotho, Andreas. In Proc. LWA 2013 (KDML Special Track). University of Bamberg, Bamberg, Germany, 2011
    • Towards Mining Semantic Maturity in Social Bookmarking Systems. Atzmueller, Martin; Benz, Dominik; Hotho, Andreas; Stumme, Gerd. In Proceedings of the 4th international workshop on Social Data on the Web (SDoW2011), A. Passant, S. Fernández, J. Breslin, U. Bojārs (eds.). 2011
    • Face-to-Face Contacts dur...
      Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players. Atzmueller, Martin; Doerfel, Stephan; Hotho, Andreas; Mitzlaff, Folke; Stumme, Gerd. In Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011. 2011
    • Introduction to the Special Issue on Social Linking and Hypermedia. Cattuto, Ciro; Hotho, Andreas. In New Review of Hypermedia and Multimedia, Vol. 17, Issue 3, pp. 241–242. 2011
    • Recommendation in the Social Web. Burke, Robin; Gemmell, Jonathan; Hotho, Andreas; Jäschke, Robert. In AI Magazine, Vol. 32, Issue 3, pp. 46–56. Association for the Advancement of Artificial Intelligence, 2011
    2010[ to top ]
    • {Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010)}. Atzmueller, Martin; Hotho, Andreas. ECML/PKDD 2010, Barcelona, Spain, 2010
    • Visit me, click me, be my friend: An analysis of evidence networks of user relationships in Bibsonomy. Mitzlaff, Folke; Benz, Dominik; Stumme, Gerd; Hotho, Andreas. In Proceedings of the 21st ACM conference on Hypertext and hypermedia. Toronto, Canada, 2010
    • Social Bookmarking-Systeme – die unerkannten Datensammler - Ungewollte personenbezogene Datenverabeitung?. Lerch, Hana; Krause, Beate; Hotho, Andreas; Roßnagel, Alexander; Stumme, Gerd. In MultiMedia und Recht, Vol. 7, pp. 454–458. 2010
    • Academic Publication Management with PUMA - collect, organize and share publications. Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd; Halle, Axel; Lima, Angela Gerlach Sanches; Steenweg, Helge; Stefani, Sven. In Proceedings of the European Conference on Research and Advanced Technology for Digital Libraries (ECDL) 2010, Vol. 6273 of Lecture Notes in Computer Science, M. Lalmas, J. Jose, A. Rauber, F. Sebastiani, I. Frommholz (eds.), pp. 417–420. Springer, Berlin/Heidelberg, 2010
    • Datenschutz im Web 2.0 am...
      Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy. Krause, Beate; Lerch, Hana; Hotho, Andreas; Roßnagel, Alexander; Stumme, Gerd. In Informatik-Spektrum, pp. 1–12. Springer, Berlin / Heidelberg, 2010
    • Community Assessment usin...
      Community Assessment using Evidence Networks. Mitzlaff, Folke; Atzmüller, Martin; Benz, Dominik; Hotho, Andreas; Stumme, Gerd. In Proceedings of the Workshop on Mining Ubiquitous and Social Environments (MUSE2010). Barcelona, Spain, 2010
    • Data Mining on Folksonomies. Hotho, Andreas. In Intelligent Information Access, Vol. 301, G. Armano, M. de Gemmis, G. Semeraro, E. Vargiu (eds.), pp. 57–82. Springer, Berlin / Heidelberg, 2010
    • Academic Publication Management with PUMA - collect, organize and share publications. Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd; Halle, Axel; Lima-Gerlach, Angela Sanches; Steenweg, Helge; Stefani, Sven. In Proceedings of the 14. European Conference on Research and Advanced Technology for Digital Libraries, pp. 417–420. 2010
    • Semantics made by you and...
      Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge. Benz, Dominik; Hotho, Andreas; Stumme, Gerd. In Proceedings of the 2nd Web Science Conference (WebSci10). Raleigh, NC, USA, 2010
    • Local Adaptive Extraction of References. Kluegl, Peter; Hotho, Andreas; Puppe, Frank. In KI 2010: Advances in Artificial Intelligence, 33rd Annual German Conference on AI, of LNAI 6359, R. Dillmann, J. Beyerer, U. D. Hanebeck, T. Schultz (eds.), pp. 40–47. Springer, 2010
    • Ubiquitous Data
      Ubiquitous Data. Hotho, Andreas; {Ulslev Pedersen}, Rasmus; Wurst, Michael. In Lecture Notes in Computer Science, Issue 6202, pp. 61–74. Springer, 2010
    • Conditional Random Fields For Local Adaptive Reference Extraction. Toepfer, Martin; Kluegl, Peter; Hotho, Andreas; Puppe., Frank. In Proceedings of LWA2010 - Workshop-Woche: Lernen, Wissen {\&} Adaptivitaet, M. Atzmüller, D. Benz, A. Hotho, G. Stumme (eds.). Kassel, Germany, 2010
    • {Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivit\"at}. Atzmueller, Martin; Benz, Dominik; Hotho, Andreas; Stumme, Gerd. In of Technical report (KIS), 2010-10. Department of Electrical Engineering/Computer Science, Kassel University, 2010
    • {Publikationsmanagement mit BibSonomy -- ein Social-Bookmarking-System f{\"u}r Wissenschaftler}. Hotho, Andreas; Benz, Dominik; Eisterlehner, Folke; J{\"a}schke, Robert; Krause, Beate; Schmitz, Christoph; Stumme, Gerd. In HMD -- Praxis der Wirtschaftsinformatik, Vol. Heft 271, pp. 47–58. 2010
    • Stop Thinking, start Tagg...
      Stop Thinking, start Tagging - Tag Semantics emerge from Collaborative Verbosity. Körner, Christian; Benz, Dominik; Strohmaier, Markus; Hotho, Andreas; Stumme, Gerd. In Proceedings of the 19th International World Wide Web Conference (WWW 2010). ACM, Raleigh, NC, USA, 2010
    • Query Logs as Folksonomies. Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Stumme, Gerd. In Datenbank-Spektrum, Vol. 10, Issue 1, pp. 15–24. 2010
    • The Social Bookmark and P...
      The Social Bookmark and Publication Management System BibSonomy. Benz, Dominik; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Mitzlaff, Folke; Schmitz, Christoph; Stumme, Gerd. In The VLDB Journal, Vol. 19, Issue 6, pp. 849–875. Springer, Berlin / Heidelberg, 2010
    • Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0. Berendt, Bettina; Hotho, Andreas; Stumme, Gerd. In Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 8, Issue 2-3, pp. 95–96. 2010
    2009[ to top ]
    • Testing and Evaluating Ta...
      Testing and Evaluating Tag Recommenders in a Live System. Jäschke, Robert; Eisterlehner, Folke; Hotho, Andreas; Stumme, Gerd. In RecSys ’09: Proceedings of the third ACM Conference on Recommender Systems, D. Benz, F. Janssen (eds.), pp. 369–372. 2009
    • Mapping Bibliographic Records with Bibliographic Hash Keys. Voss, Jakob; Hotho, Andreas; Jäschke, Robert. In Information: Droge, Ware oder Commons?, of Proceedings of the ISI, R. Kuhlen (ed.). Verlag Werner Hülsbusch, 2009
    • {Towards Understanding Spammers - Discovering Local Patterns for Concept Characterization and Description}. Atzmueller, Martin; Lemmerich, Florian; Krause, Beate; Hotho, Andreas. In Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, J. F. A. Knobbe (ed.). 2009
    • Social Bookmarking am Beispiel BibSonomy. Hotho, Andreas; Jäschke, Robert; Benz, Dominik; Grahl, Miranda; Krause, Beate; Schmitz, Christoph; Stumme, Gerd. In Social Semantic Web, A. Blumauer, T. Pellegrini (eds.), pp. 363–391. Springer, Berlin, Heidelberg, 2009
    • Managing publications and bookmarks with BibSonomy. Benz, Dominik; Eisterlehner, Folke; Hotho, Andreas; Jäschke, Robert; Krause, Beate; Stumme, Gerd. In HT ’09: Proceedings of the 20th ACM Conference on Hypertext and Hypermedia, C. Cattuto, G. Ruffo, F. Menczer (eds.), pp. 323–324. ACM, New York, NY, USA, 2009
    • Evaluating Similarity Measures for Emergent Semantics of Social Tagging. Markines, Benjamin; Cattuto, Ciro; Menczer, Filippo; Benz, Dominik; Hotho, Andreas; Stumme, Gerd. In 18th International World Wide Web Conference, pp. 641–641. 2009
    • Characterizing Semantic Relatedness of Search Query Terms. Benz, Dominik; Krause, Beate; Kumar, G. Praveen; Hotho, Andreas; Stumme, Gerd. In Proceedings of the 1st Workshop on Explorative Analytics of Information Networks (EIN2009). Bled, Slovenia, 2009
    • ECML PKDD Discovery Challenge 2009 (DC09). Eisterlehner, Folke; Hotho, Andreas; Jäschke, Robert. In Vol. 497 of CEUR-WS.org. 2009
    • Who are the Spammers? Understandable Local Patterns for Concept Description. Atzmueller, Martin; Lemmerich, Florian; Krause, Beate; Hotho, Andreas. In 7th Conference on Computer Methods and Systems. Krakow, Poland, 2009
    2008[ to top ]
    • Tag Recommendations in So...
      Tag Recommendations in Social Bookmarking Systems. Jäschke, Robert; Marinho, Leandro; Hotho, Andreas; Schmidt-Thieme, Lars; Stumme, Gerd. In AI Communications, Vol. 21, Issue 4, E. Giunchiglia (ed.), pp. 231–247. IOS Press, Amsterdam, 2008
    • Semantic Analysis of Tag Similarity Measures in Collaborative Tagging Systems. Cattuto, Ciro; Benz, Dominik; Hotho, Andreas; Stumme, Gerd. 2008
    • Social Bookmarking
      Social Bookmarking. Hotho, Andreas. In Web 2.0 in der Unternehmenspraxis: Grundlagen, Fallstudien und Trends zum Einsatz von Social Software, A. Back, N. Gronau, K. Tochtermann (eds.), pp. 26–38. Oldenbourg Verlag, München, 2008
    • The Anti-Social Tagger - ...
      The Anti-Social Tagger - Detecting Spam in Social Bookmarking Systems. Krause, Beate; Schmitz, Christoph; Hotho, Andreas; Stumme, Gerd. In AIRWeb ’08: Proceedings of the 4th international workshop on Adversarial information retrieval on the web, pp. 61–68. ACM, Beijing, China, 2008
    • ECML PKDD Discovery Challenge 2008 (RSDC’08). Hotho, Andreas; Benz, Dominik; Jäschke, Robert; Krause, Beate. Workshop at 18th Europ. Conf. on Machine Learning (ECML’08) / 11th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’08), 2008
    • Research Challenges in Ubiquitous Knowledge Discovery. May, Michael; Berendt, Bettina; Cornuéjols, Antoine; Gama, Jõao; Giannotti, Fosca; Hotho, Andreas; Malerba, Donato; Menesalvas, Ernestina; Morik, Katharina; Pedersen, Rasmus; Saitta, Lorenza; Saygin, Yücel; Schuster, Assaf; Vanhoof, Koen. In Next Generation of Data Mining (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series), 1st ed. Chapman & Hall/CRC, 2008
    • Logsonomy — A Search Engine Folksonomy. Jäschke, Robert; Krause, Beate; Hotho, Andreas; Stumme, Gerd. In Proceedings of the Second International Conference on Weblogs and Social Media(ICWSM 2008). AAAI Press, 2008
    • Wikis, Blogs, Bookmarking Tools - Mining the Web 2.0 Workshop. Berendt, Bettina; Glance, Natalie; Hotho, Andreas. Workshop at 18th Europ. Conf. on Machine Learning (ECML’08) / 11th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’08), 2008
    • A Comparison of Social Bookmarking with Traditional Search. Krause, Beate; Hotho, Andreas; Stumme, Gerd. In Advances in Information Retrieval, 30th European Conference on IR Research, ECIR 2008, Vol. 4956, pp. 101–113. Springer, 2008
    • Logsonomy - social information retrieval with logdata. Krause, Beate; Jäschke, Robert; Hotho, Andreas; Stumme, Gerd. In HT ’08: Proceedings of the nineteenth ACM conference on Hypertext and hypermedia, pp. 157–166. ACM, Pittsburgh, PA, USA, 2008
    • Semantic Grounding of Tag...
      Semantic Grounding of Tag Relatedness in Social Bookmarking Systems. Cattuto, Ciro; Benz, Dominik; Hotho, Andreas; Stumme, Gerd. In The Semantic Web - ISWC 2008, Vol. 5318 of Lecture Notes in Computer Science, pp. 615–631. Springer Berlin / Heidelberg, 2008
    • AEON - An approach to the automatic evaluation of ontologies. Völker, Johanna; Vrandečić, Denny; Sure, York; Hotho, Andreas. In Applied Ontology, Vol. 3, Issue 1-2, pp. 41–62. IOS Press, Amsterdam, The Netherlands, The Netherlands, 2008
    • Discovering Shared Concep...
      Discovering Shared Conceptualizations in Folksonomies. Jäschke, Robert; Hotho, Andreas; Schmitz, Christoph; Ganter, Bernhard; Stumme, Gerd. In Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 6, Issue 1, pp. 38–53. 2008
    • Analyzing Tag Semantics Across Collaborative Tagging Systems. Benz, Dominik; Grobelnik, Marko; Hotho, Andreas; Jäschke, Robert; Mladenic, Dunja; Servedio, Vito D. P.; Sizov, Sergej; Szomszor, Martin. In Social Web Communities, of Dagstuhl Seminar Proceedings, H. Alani, S. Staab, G. Stumme (eds.). Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Dagstuhl, Germany, 2008
    2007[ to top ]
    • Mining the World Wide Web. Hotho, Andreas; Stumme, Gerd. In Künstliche Intelligenz, Issue 3, pp. 5–8. 2007
    • Tag Recommendations in Folksonomies. Jäschke, Robert; Marinho, Leandro Balby; Hotho, Andreas; Schmidt-Thieme, Lars; Stumme, Gerd. In Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings, Vol. 4702 of Lecture Notes in Computer Science, J. N. Kok, J. Koronacki, R. L. de Mántaras, S. Matwin, D. Mladenic, A. Skowron (eds.), pp. 506–514. Springer, 2007
    • Organizing Publications and Bookmarks in BibSonomy. Jäschke, Robert; Grahl, Miranda; Hotho, Andreas; Krause, Beate; Schmitz, Christoph; Stumme, Gerd. In Workshop on Social and Collaborative Construction of Structured Knowledge (CKC 2007) at WWW 2007, H. Alani, N. Noy, G. Stumme, P. Mika, Y. Sure, D. Vrandecic (eds.). Banff, Canada, 2007
    • Themenheft Web Mining. Hotho, Andreas; {Stumme (ed.)}, Gerd. In Künstliche Intelligenz, Issue 3, pp. 5–8. 2007
    • From Web to Social Web: Discovering and Deploying User and Content Profiles. Berendt, B.; Hotho, A.; Mladenic, D.; Semeraro, G. In Vol. 4736 of LNCS. Springer, Berlin, Germany, 2007
    • Proceedings of the First International Workshop on Emergent Semantics and Ontology Evolution, ESOE 2007, co-located with ISWC 2007 + ASWC 2007, Busan, Korea, November 12th, 2007. Chen, Liming; Cudré-Mauroux, Philippe; Haase, Peter; Hotho, Andreas; Ong, Ernie. In Vol. 292 of CEUR Workshop Proceedings. CEUR-WS.org, 2007
    • Network Properties of Folksonomies. Cattuto, Ciro; Schmitz, Christoph; Baldassarri, Andrea; Servedio, Vito D. P.; Loreto, Vittorio; Hotho, Andreas; Grahl, Miranda; Stumme, Gerd. In AI Communications, Vol. 20, Issue 4, pp. 245–262. 2007
    • Position Paper: Ontology Learning from Folksonomies. Benz, Dominik; Hotho, Andreas. In LWA 2007: Lernen - Wissen - Adaption, Halle, September 2007, Workshop Proceedings (LWA), A. Hinneburg (ed.), pp. 109–112. Martin-Luther-University Halle-Wittenberg, 2007
    • Network Properties of Folksonomies. Schmitz, Christoph; Grahl, Miranda; Hotho, Andreas; Stumme, Gerd; Catutto, Ciro; Baldassarri, Andrea; Loreto, Vittorio; Servedio, Vito D. P. In Proc. WWW2007 Workshop ``Tagging and Metadata for Social Information Organization’’. Banff, 2007
    • {Learning Disjointness}. Völker, Johanna; Vrandecic, Denny; Sure, York; Hotho, Andreas. In Proceedings of the European Semantic Web Conference, ESWC2007, Vol. 4519 of Lecture Notes in Computer Science, E. Franconi, M. Kifer, W. May (eds.). Springer-Verlag, 2007
    • Analysis of the Publication Sharing Behaviour in {BibSonomy}. Jäschke, Robert; Hotho, Andreas; Schmitz, Christoph; Stumme, Gerd. In Proceedings of the 15th International Conference on Conceptual Structures, Vol. 4604 of LNCS. Sheffield, England, 2007
    • Conceptual Clustering of Social Bookmark Sites. Grahl, Miranda; Hotho, Andreas; Stumme, Gerd. In Workshop Proceedings of Lernen - Wissensentdeckung - Adaptivität (LWA 2007), A. Hinneburg (ed.), pp. 50–54. Martin-Luther-Universität Halle-Wittenberg, 2007
    • Tag Recommendations in Folksonomies. Jäschke, Robert; Marinho, Leandro; Hotho, Andreas; Schmidt-Thieme, Lars; Stumme, Gerd. In Workshop Proceedings of Lernen - Wissensentdeckung - Adaptivität (LWA 2007), A. Hinneburg (ed.), pp. 13–20. Martin-Luther-Universität Halle-Wittenberg, 2007
    • Conceptual Clustering of Social Bookmarking Sites. Grahl, Miranda; Hotho, Andreas; Stumme, Gerd. In 7th International Conference on Knowledge Management (I-KNOW ’07), pp. 356–364. Know-Center, Graz, Austria, 2007
    2006[ to top ]
    • Semantics, Web and Mining. Ackermann, Markus; Berendt, Bettina; Grobelnik, Marko; Hotho, Andreas; Mladenic, Dunja; Semeraro, Giovanni; Spiliopoulou, Myra; Stumme, Gerd; Svatek, Vojtech; van Someren, Maarten. 2006
    • Personalized Information Access in a Bibliographic Peer-to-Peer System. Haase, Peter; Ehrig, Marc; Hotho, Andreas; Schnizler, Björn. In Peer-to-Peer and SemanticWeb, Decentralized Management and Exchange of Knowledge and Information, S. Staab, H. Stuckenschmidt (eds.), pp. 143–158. Springer, 2006
    • Semantic Web Mining - State of the Art and Future Directions. Stumme, Gerd; Hotho, Andreas; Berendt, Bettina. In Journal of Web Semantics, Vol. 4, Issue 2, pp. 124–143. Elsevier, 2006
    • Boosting for Text Classification with Semantic Features. Bloehdorn, Stephan; Hotho, Andreas. In Advances in Web Mining and Web Usage Analysis, Vol. 3932, pp. 149–166. Springer, 2006
    • Learning Ontologies to Im...
      Learning Ontologies to Improve Text Clustering and Classification. Bloehdorn, Stephan; Cimiano, Philipp; Hotho, Andreas. In From Data and Information Analysis to Knowledge Engineering, pp. 334–341. Springer Berlin Heidelberg, 2006
    • Trend Detection in Folkso...
      Trend Detection in Folksonomies. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd. In Proc. First International Conference on Semantics And Digital Media Technology (SAMT), Vol. 4306 of Lecture Notes in Computer Science, Y. S. Avrithis, Y. Kompatsiaris, S. Staab, N. E. O’Connor (eds.), pp. 56–70. Springer, 2006
    • Kollaboratives Wissensmanagement. Schmitz, Christoph; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd. In Semantic Web - Wege zur vernetzten Wissensgesellschaft, T. Pellegrini, A. Blumauer (eds.), pp. 273–290. Springer, 2006
    • {BibSonomy}: A Social Bookmark and Publication Sharing System. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd. In Proceedings of the Conceptual Structures Tool Interoperability Workshop at the 14th International Conference on Conceptual Structures, pp. 87–102. 2006
    • Information Retrieval in ...
      Information Retrieval in Folksonomies: Search and Ranking. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd. In Proceedings of the 3rd European Semantic Web Conference, Vol. 4011 of LNCS, pp. 411–426. Springer, Budva, Montenegro, 2006
    • FolkRank: A Ranking Algorithm for Folksonomies. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd. In Proc. FGIR 2006, pp. 111–114. 2006
    • Workshop on Web Mining 2006 (WebMine). Berendt, B.; Hotho, A.; Mladenic, D.; Semeraro, G. 2006
    • Wege zur Entdeckung von Communities in Folksonomies. Jäschke, Robert; Hotho, Andreas; Schmitz, Christoph; Stumme, Gerd. In Proc. 18. Workshop Grundlagen von Datenbanken, S. Braß, A. Hinneburg (eds.), pp. 80–84. Martin-Luther-Universität, Halle-Wittenberg, 2006
    • TRIAS - An Algorithm for Mining Iceberg Tri-Lattices. Jäschke, Robert; Hotho, Andreas; Schmitz, Christoph; Ganter, Bernhard; Stumme, Gerd. In Proc. 6th ICDM conference. Hong Kong, 2006
    • Content Aggregation on Knowledge Bases using Graph Clustering. Schmitz, Christoph; Hotho, Andreas; J\"aschke, Robert; Stumme, Gerd. In Proceedings of the 3rd European Semantic Web Conference, Vol. 4011 of LNCS, pp. 530–544. Springer, Budva, Montenegro, 2006
    • Semantic Network Analysis of Ontologies. Hoser, Bettina; Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd. In Proceedings of the 3rd European Semantic Web Conference, Vol. 4011 of LNCS, pp. 514–529. Springer, Budva, Montenegro, 2006
    • Mining Association Rules in Folksonomies. Schmitz, Christoph; Hotho, Andreas; Jäschke, Robert; Stumme, Gerd. In Data Science and Classification (Proc. IFCS 2006 Conference), of Studies in Classification, Data Analysis, and Knowledge Organization, V. Batagelj, H.-H. Bock, A. Ferligoj, A. Žiberna (eds.), pp. 261–270. Springer, Berlin/Heidelberg, 2006
    • Emergent Semantics in BibSonomy. Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph; Stumme, Gerd. In Proc. Workshop on Applications of Semantic Technologies, Informatik 2006, Vol. P-94. Dresden, 2006
    2005[ to top ]
    • Collaborative and Usage-Driven Evolution of Personal Ontologies. Haase, Peter; Hotho, Andreas; Schmidt-Thieme, Lars; Sure, York. In ESWC, Vol. 3532 of Lecture Notes in Computer Science, A. G{\’o}mez-P{\’e}rez, J. Euzenat (eds.), pp. 486–499. Springer, 2005
    • Text Clustern mit Hintergrundwissen (Dissertationsbeschreibung). Hotho, Andreas. In Künstliche Intelligenz (KI), Vol. 1, pp. 62–64. Böttcher IT Verlag, 2005
    • Learning Concept Hierarch...
      Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen. In Journal on Artificial Intelligence Research, Vol. 24, pp. 305–339. 2005
    • Proc. of the European Web Mining Forum 2005. Berendt, Bettina; Hotho, Andreas; Mladenic, Dunja; Semerano, Giovanni; Spiliopoulou, Myra; Stumme, Gerd; van Someren, Maarten. Workshop at the 16th Europ. Conf. on Machine Learning (ECML’05) / 9th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’05), 2005
    • Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space. Berendt, Bettina; Hotho, Andreas; Stumme, Gerd. In Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space, V. Svatek, V. Snasel (eds.), pp. 1–16. Technical University of Ostrava, 2005
    • A Brief Survey of Text Mining. Hotho, Andreas; Nürnberger, Andreas; Paaß, Gerhard. In LDV Forum - GLDV Journal for Computational Linguistics and Language Technology, Vol. 20, Issue 1, pp. 19–62. 2005
    • An Ontology-based Framework for Text Mining. Bloehdorn, Stephan; Cimiano, Philipp; Hotho, Andreas; Staab, Steffen. In LDV Forum - GLDV Journal for Computational Linguistics and Language Technology, Vol. 20, Issue 1, pp. 87–112. 2005
    • Proceedings of the Workshop on Learning in Web Search (LWS 2005). Bloehdorn, Stephan; Buntine, Wray; Hotho, Andreas. 2005
    2004[ to top ]
    • Web Mining: From Web to Semantic Web. Berendt, Bettina; Hotho, Andreas; Mladenic, Dunja; van Someren, Maarten; Spiliopoulou, Myra; Stumme, Gerd. In Vol. 3209 of LNAI. Springer, Heidelberg, 2004
    • A workshop report: mining for and from the Semantic Web at KDD 2004. Hotho, Andreas; Sure, York; Getoor, Lise. In SIGKDD Explorations, Vol. 6, Issue 2, pp. 142–143. 2004
    • Usage Mining for and on the Semantic Web. Berendt, B.; Hotho, A.; Stumme, G. In Data Mining Next Generation Challenges and Future Directions, H. Kargupta, A. Joshi, K. Sivakumar, Y. Yesha (eds.), pp. 461–481. AAAI Press, Boston, 2004
    • Clustern mit Hintergrundwissen. Hotho, Andreas. In Vol. 286 of Diski. Akademische Verlagsgesellschaft Aka GmbH, Berlin, 2004
    • Comparing Conceptual, Divise and Agglomerative Clustering for Learning Taxonomies from Text. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen. In Proceedings of the European Conference on Artificial Intelligence (ECAI’04), R. L. de M{\’a}ntaras, L. Saitta (eds.), pp. 435–439. IOS Press, Valencia, Spain, 2004
    • Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies. Cimiano, Philipp; Hotho, Andreas; Stumme, Gerd; Tane, Julien. In Proceedings of the The Second International Conference on Formal Concept Analysis (ICFCA 04), Vol. 2961 of LNCS. Springer, 2004
    • Clustern mit Hintergrundwissen. Technical Report (PhD dissertation), . Hotho, Andreas. PhD dissertation. University of Karlsruhe, Universit{\"{a}}t Karlsruhe (TH), Institut AIFB, D-76128 Karlsruhe, 2004
    • Text Classification by Boosting Weak Learners based on Terms and Concepts. Bloehdorn, Stephan; Hotho, Andreas. In Proceedings of the Fourth IEEE International Conference on Data Mining, pp. 331–334. IEEE Computer Society Press, 2004
    • A roadmap for web mining:...
      A roadmap for web mining: From web to semantic web. Berendt, Bettina; Hotho, Andreas; Mladenic, Dunja; Van Someren, Maarten; Spiliopoulou, Myra; Stumme, Gerd. In Web Mining: From Web to Semantic Web, pp. 1–22. Springer, 2004
    • Personalized Information Access in a Bibliographic Peer-to-Peer System. Haase, Peter; Ehrig, Marc; Hotho, Andreas; Schnizler, Bj{\"{o}}rn. In Proceedings of the AAAI Workshop on Semantic Web Personalization, 2004, pp. 1–12. AAAI Press, 2004
    • International Workshop on Mining for and from the Semantic Web (MSW2004). Hotho, Andreas; Sure, York; Getoor, Lise. 2004
    • Boosting for Text Classification with Semantic Features. Bloehdorn, Stephan; Hotho, Andreas. In Proceedings of the MSW 2004 workshop at the 10th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp. 70–87. 2004
    • Semantic Web Personalization. Mobasher, Bamshad; Anand, Sarabjot Singh; Berendt, Bettina; Hotho, Andreas. 2004
    • Boosting for Text Classification with Semantic Features (reprint). Bloehdorn, Stephan; Hotho, Andreas. In Proceedings of the Workshop on Text-based Information Retrieval (TIR-04) at the 27th German Conference on Artificial Intelligence. 2004
    • Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen. Institute AIFB, Universität Karlsruhe, 2004
    • Clustering Ontologies from Text. Cimiano, Philipp; Hotho, Andreas; Staab, Steffen. In Proceedings of the Conference on Languages Resources and Evaluation (LREC). ELRA - European Language Ressources Association, Lisbon, Portugal, 2004
    2003[ to top ]
    • Explaining Text Clustering Results using Semantic Structures. Hotho, A.; Staab, S.; Stumme, G. In Proc. of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD, Vol. 2838 of LNCS, pp. 217–228. 2003
    • Text Clustering Based on Background Knowledge. Hotho, A.; Staab, S.; Stumme, G. Institute AIFB, Universität Karlsruhe, 2003
    • Semantic Web - State of the art and future directions. Studer, Rudi; Volz, Raphael; Stumme, Gerd; Hotho, Andreas. In KI Heft, Special Issue on the Semantic Web, Vol. 3, pp. 5–9. 2003
    • Conceptual User Tracking. Oberle, Daniel; Berendt, Bettina; Hotho, Andreas; Gonzalez, Jorge. In Advances in Web Intelligence, First International Atlantic Web Intelligence Conference, AWIC 2003, Madrid, Spain, May 5-6, 2003, Proceedings, Vol. 2663 of Lecture Notes in Artificial Intelligence, E. M. Ruiz, J. Segovia, P. S. Szczepaniak (eds.), pp. 142–154. Springer, 2003
    • Ontologies Improve Text Document Clustering. Hotho, A.; Staab, S.; Stumme, G. In Proc. of the ICDM 03, The 2003 IEEE International Conference on Data Mining, pp. 541–544. 2003
    • Ontology-based Text Document Clustering. Staab, Steffen; Hotho, Andreas. In Intelligent Information Processing and Web Mining, Proceedings of the International IIS: IIPWM’03 Conference held in Zakopane, pp. 451–452. 2003
    • WordNet improves text document clustering. Hotho, A.; Staab, S.; Stumme, G. In Proc. of the SIGIR 2003 Semantic Web Workshop. Toronto, Canada, 2003
    • On Knowledgeable Unsupervised Text Mining. Hotho, Andreas; Maedche, Alexander; Staab, Steffen; Zacharias, Valentin. In Text Mining, pp. 131–152. 2003
    • Building and Using the Semantic Web. Studer, Rudi; Stumme, Gerd; Handschuh, Siegfried; Hotho, Andreas; Motik, Boris. In New Trends in Knowledge Processing - Data Mining, Semantic Web and Computational Science. Proc. 6th Sanken International Symposium, pp. 31–34. Osaka, Japan, 2003
    • Proceedings of the 1st European Web Mining Forum (EWMF 2003). Berendt, Bettina; Hotho, Andreas; Mladenic, Dunja; van Someren, Maarten; Spiliopoulou, Myra; Stumme, Gerd. Workshop at the 14th Europ. Conf. on Machine Learning (ECML’03) / 7th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’03), Cavtat/Dubrovnik, Croatia, 2003
    • Lehren -- Lernen -- Wissen -- Adaptivit{\"{a}}t (LLWA 2003). Hotho, Andreas; Stumme, Gerd. Universit{\"{a}}t Karlsruhe, 2003
    • Automatic multi-label subject indexing in a multilingual environment. Lauser, Boris; Hotho, Andreas. In Proc. of the 7th European Conference in Research and Advanced Technology for Digital Libraries, ECDL 2003, Vol. 2769 of LNCS, pp. 140–151. Springer, 2003
    2002[ to top ]
    • KAON - Towards a Large Scale Semantic Web. Bozsak, E.; Ehrig, M.; Handschuh, S.; Hotho, A.; Maedche, A.; Motik, B.; Oberle, D.; Schmitz, C.; Staab, S.; Stojanovic, L.; Stojanovic, N.; Studer, R.; Stumme, G.; Sure, Y.; Tane, J.; Volz, R.; Zacharias, V. In E-Commerce and Web Technologies, Third International Conference, EC-Web 2002, Proceedings, Vol. 2455 of LNCS, K. Bauknecht, A. M. Tjoa, G. Quirchmayr (eds.), pp. 304–313. Springer, Aix-en-Provence, France, 2002
    • Usage Mining for and on the Semantic Web. Stumme, Gerd; Berendt, Bettina; Hotho, Andreas. In Next Generation Data Mining. Proc. NSF Workshop, Baltimore, Nov. 2002, pp. 77–86. 2002
    • Conceptual Clustering of Text Clusters. Hotho, A.; Stumme, G. In Proceedings of FGML Workshop, pp. 37–45. Special Interest Group of German Informatics Society (FGML --- Fachgruppe Maschinelles Lernen der GI e.V.), 2002
    • Towards Semantic Web Mining. Berendt, B.; Hotho, A.; Stumme, G. In {P}roceedings of the {F}irst {I}nternational {S}emantic {W}eb {C}onference: The {S}emantic {W}eb ({ISWC} 2002), Vol. 2342 of Lecture Notes in Computer Science (LNCS), I. Horrocks, J. A. Hendler (eds.), pp. 264–278. Springer, Sardinia, Italy, 2002
    • On Knowledgeable Unsupervised Text Mining. Hotho, Andreas; Maedche, Alexander; Staab, Steffen; Zacharias, Valentin. In Proc. of Text Mining Workshop. 2002
    • Text Clustering Based on Good Aggregations. Hotho, Andreas; Maedche, Alexander; Staab, Steffen. In K{\"{u}}nstliche Intelligenz (KI), Vol. 16, Issue 4, pp. 48–54. 2002
    • Semantic Web Mining for Building Information Portals (Position Paper). Hartmann, Jens; Hotho, Andreas; Stumme, Gerd. In Proc. Arbeitskreistreffen Knowledge Discovery, Oldenburg, Sept. 2002, pp. 34–38. 2002
    • Semantic Web Mining. Berendt, B.; Hotho, A.; Stumme, G. In . Workshop at 13th Europ. Conf. on Machine Learning (ECML’02) / 6th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’02), Helsinki, 2002
    • {KAON} - Towards a large scale {S}emantic {W}eb. Ehrig, Marc; Handschuh, Siegfried; Hotho, Andreas; Maedche, Alexander; Motik, Boris; Oberle, Daniel; Schmitz, Christoph; Staab, Steffen; Stojanovic, Ljiljana; Stojanovic, Nenad; Studer, Rudi; Stumme, Gerd; Sure, York; Tane, Julien; Volz, Raphael; Zacharias, Valentin. In Proc. E-Commerce and Web Technologies, Third International Conference, EC-Web 2002, of LNCS, K. Bauknecht, A. M. Tjoa, G. Quirchmayr (eds.). Springer, Aix-en-Provence %, France, 2002
    2001[ to top ]
    • Semantic Web Mining. Stumme, G.; Hotho, A.; Berendt, B. In . Workshop at 12th Europ. Conf. on Machine Learning (ECML’01) / 5th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’01), Freiburg, 2001
    • Ontology-based Text Clustering. Hotho, Andreas; Maedche, Alexander; Staab, Steffen. In Proc. of the Workshop ``Text Learning: Beyond Supervision’’ at IJCAI 2001. Seattle, WA, USA, August 6, 2001. 2001
    • Analyse von {W}ettbewerbsverlusten im {T}elekommunikationsmarkt und mögliche {G}egenmaßnahmen. Hotho, A. AIFB, 2001
    • Text Clustering Based on Good Aggregations. Hotho, Andreas; Maedche, Alexander; Staab, Steffen. In ICDM ’01: Proceedings of the 2001 IEEE International Conference on Data Mining, pp. 607–608. IEEE Computer Society, Washington, DC, USA, 2001
    • {SEAL-II} --- The Soft Spot between Richly Structured and Unstructured Knowledge. Hotho, A.; Maedche, A.; Staab, S.; Studer, R. In Journal of Universal Computer Science (J.UCS), Vol. 7, Issue 7, pp. 566–590. 2001
    2000[ to top ]
    • AI for the Web - Ontology-based Community Web Portals. Staab, Steffen; Angele, J{\"{u}}rgen; Decker, Stefan; Hotho, Andreas; Maedche, Alexander; Schnurr, Hans-Peter; Studer, Rudi; Sure, York. In AAAI 2000/IAAI 2000 - Proceedings of the 17th National Conference on Artificial Intelligence and 12th Innovative Applications of Artificial Intelligence Conference, Austin/TX, USA, July 30-August 3, 2000. AAAI Press/MIT Press, 2000
    • Enhancing Preprocessing in Data-Intensive Domains using Online-Analytical Processing. Maedche, Alexander; Hotho, Andreas; Wiese, Markus. In Data Warehousing and Knowledge Discovery, Second International Conference, DaWaK 2000, London, UK, Vol. 1874 of LNCS, pp. 258–264. Springer, 2000
    • Semantic Community Web Portals. Staab, S.; Angele, J.; Decker, S.; Erdmann, M.; Hotho, A.; Maedche, A.; Schnurr, H.-P.; Studer, R.; Sure, Y. In WWW9 --- Proceedings of the 9th International World Wide Web Conference, Amsterdam, The Netherlands, pp. 473–491. Elsevier, 2000
    • Analyse von {W}ettbewerbsverlusten im {T}elekommunikationsmarkt und mögliche {G}egenmaßnahmen. Hotho, A. AIFB, 2000