Publications by Andreas Hotho
These publications are hosted by BibSonomy. A searchable overview of my publications can be found here.
- [ 2024 ]
- [ 2023 ]
- [ 2022 ]
- [ 2021 ]
- [ 2020 ]
- [ 2019 ]
- [ 2018 ]
- [ 2017 ]
- [ 2016 ]
- [ 2015 ]
- [ 2014 ]
- [ 2013 ]
- [ 2012 ]
- [ 2011 ]
- [ 2010 ]
- [ 2009 ]
- [ 2008 ]
- [ 2007 ]
- [ 2006 ]
- [ 2005 ]
- [ 2004 ]
- [ 2003 ]
- [ 2002 ]
- [ 2001 ]
- [ 2000 ]
2024[ to top ]
-
CompTrails: comparing hypotheses across behavioral networks in Data Mining and Knowledge Discovery (2024).
-
Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale in IEEE Transactions on Network and Service Management (2024). 1–1.
2023[ to top ]
-
Evaluating feature relevance XAI in network intrusion detection in The World Conference on eXplainable Artificial Intelligence (xAI 2023) - to appear (2023).
-
Long-Term Effects of Perceived Friendship with Intelligent Voice Assistants on Usage Behavior, User Experience, and Social Perceptions in Computers (2023). 12(4)
-
Can Neural Networks Distinguish High-school Level Mathematical Concepts? (2023).
-
Higher-Order DeepTrails: Unified Approach to *Trails in {CEUR} Workshop Proceedings, M. Leyer, J. Wichmann (Eds.) (2023).
- [ BibTeX ]
-
Enhancing Sequential Next-Item Prediction through Modelling Non-Item Pages (2023).
-
TaylorPDENet: Learning PDEs from non-grid Data (2023).
-
Optimizing Medical Service Request Processes through Language Modeling and Semantic Search in ICMHI 2023 (2023). 136–141.
-
DynaBench: A Benchmark Dataset for Learning Dynamical Systems from Low-Resolution Data D. Koutra, C. Plant, M. Gomez Rodriguez, E. Baralis, F. Bonchi (Eds.) (2023). 438–455.
-
ConvMOS: climate model output statistics with deep learning in Data Mining and Knowledge Discovery (2023). 37(1) 136–166.
-
Occupational Fraud Detection through Agent-based Data Generation in The 8th Workshop on MIning DAta for financial applicationS MIDAS 2023 - to appear (2023).
-
Liquor-HGNN: A heterogeneous graph neural network for leakage detection in water distribution networks in LWDA’23: Lernen, Wissen, Daten, Analysen. October 09--11, 2023, Marburg, Germany, (M. Leyer, Ed.) (2023).
- [ BibTeX ]
-
Swarming Detection in Smart Beehives Using Auto Encoders for Audio Data (2023). 1–5.
-
Feature relevance XAI in anomaly detection: Reviewing approaches and challenges in Frontiers in Artificial Intelligence (2023). 6
-
Zero-Shot Clickbait Spoiling by Rephrasing Titles as Questions (2023). 1090–1095.
-
Towards a Computational Analysis of Suspense: Detecting Dangerous Situations (2023).
-
CapsKG: Enabling Continual Knowledge Integration in Language Models for Automatic Knowledge Graph Completion in International Semantic Web Conference ISWC 2023, to appear (2023).
-
Automatic Speech Detection on a Smart Beehive’s Raspberry Pi (2023).
- [ BibTeX ]
2022[ to top ]
-
On Learning Hierarchical Embeddings from Encrypted Network Traffic (2022). 1–7.
-
One Graph to Rule them All: Using {NLP} and Graph Neural Networks to analyse Tolkien’s Legendarium in {CEUR} Workshop Proceedings, F. Karsdorp, K. L. Nielbo (Eds.) (2022). (Vol. 3290) 291–317.
-
Semi-unsupervised Learning for Time Series Classification in CoRR (2022). abs/2207.03119
-
Anomaly Detection in Beehives: An Algorithm Comparison A. Ahrens, R. V. Prasad, C. Benavente-Peces, N. Ansari (Eds.) (2022). 1–20.
-
The Impact of Different System Call Representations on Intrusion Detection in Log. J. {IGPL} (2022). 30(2) 239–251.
-
Comparison of Data Representations and Machine Learning Architectures for User Identification on Arbitrary Motion Sequences in CoRR (2022). abs/2210.00527
-
CLIP knows image aesthetics in Frontiers in artificial intelligence (2022). 5 976235.
-
On Background Bias in Deep Metric Learning in CoRR (2022). abs/2210.01615
-
Open ERP System Data For Occupational Fraud Detection in arxiv (2022).
-
SenPoi at SemEval-2022 Task 10: Point me to your Opinion, SenPoi G. Emerson, N. Schluter, G. Stanovsky, R. Kumar, A. Palmer, N. Schneider, S. Singh, S. Ratan (Eds.) (2022). 1313–1323.
-
Towards Responsible Medical Diagnostics Recommendation Systems in CoRR (2022). abs/2209.03760
-
Semi-unsupervised Learning for Time Series Classification in Milets@KDD (2022).
-
Sequential Item Recommendation in the {MOBA} Game Dota 2 in CoRR (2022). abs/2201.08724
-
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images (2022).
-
Do Different Deep Metric Learning Losses Lead to Similar Learned Features? in CoRR (2022). abs/2205.02698
-
{LSX} team5 at {S}em{E}val-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover{’}s Distance (2022). 1190–1195.
-
Point me to your Opinion, {S}en{P}oi (2022). 1313–1323.
-
{W}ue{D}evils at {S}em{E}val-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices (2022). 1235–1243.
-
NeuralPDE: Modelling Dynamical Systems from Data in Lecture Notes in Computer Science, R. Bergmann, L. Malburg, S. C. Rodermund, I. J. Timm (Eds.) (2022). (Vol. 13404) 75–89.
2021[ to top ]
-
NeuralPDE: Modelling Dynamical Systems from Data (2021).
-
A financial game with opportunities for fraud in IEE COG 2021 (2021). 2021
-
Malware detection on windows audit logs using LSTMs in Computers & Security (2021). 109 102389.
-
Semi-Supervised Learning for Grain Size Distribution Interpolation (2021). 34–44.
- [ BibTeX ]
-
The Semantic Web - {ISWC} 2021 - 20th International Semantic Web Conference, {ISWC} 2021, Virtual Event, October 24-28, 2021, Proceedings in Lecture Notes in Computer Science (2021). (Vol. 12922) Springer.
-
Detecting Presence Of Speech In Acoustic Data Obtained From Beehives F. Font, A. Mesaros, D. P. W. Ellis, E. Fonseca, M. Fuentes, B. Elizalde (Eds.) (2021). 26–30.
-
Anomaly Detection in Beehives: An Algorithm Comparison (2021).
- [ BibTeX ]
-
A financial game with opportunities for fraud (2021). 1–5.
-
Density-based weighting for imbalanced regression in Machine Learning, (A. Appice; S. Escalera; J. A. Gamez; H. Trautmann, Eds.) (2021).
-
Semi-unsupervised Learning: An In-depth Parameter Analysis S. Edelkamp, R. M{ö}ller, E. Rueckert (Eds.) (2021). 51–66.
-
Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research in Scientometrics (2021).
-
Detecting Scenes in Fiction: A new Segmentation Task (2021).
-
Do Different Deep Metric Learning Losses Lead to Similar Learned Features? in Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2021). 10644–10654.
- [ BibTeX ]
-
Shared Task on Scene Segmentation @ KONVENS 2021 (2021). 1–21.
-
CoBERT: Scientific Collaboration Prediction via Sequential Recommendation (2021). 45–54.
-
Sequential Item Recommendation in the MOBA Game Dota 2 (2021). 10–17.
-
Learning Mathematical Relations Using Deep Tree Models (2021). 1681–1687.
-
A Case Study on Sampling Strategies for Evaluating Neural Sequential Item Recommendation Models (2021).
-
Comparison of Transformer-Based Sequential Product Recommendation Models for the Coveo Data Challenge in SIGIR Workshop On eCommerce (2021).
-
Self-Supervised Multi-Task Pretraining Improves Image Aesthetic Assessment (2021). 816–825.
- [ BibTeX ]
-
Assessing Media Bias in Cross-Linguistic and Cross-National Populations in Proceedings of the International AAAI Conference on Web and Social Media (2021). 15(1) 561–572.
-
Evaluating the multi-task learning approach for land use regression modelling of air pollution in Journal of Physics: Conference Series (2021). 1834(1) 012004.
2020[ to top ]
-
Anomaly Detection in Beehives using Deep Recurrent Autoencoders (2020). 142–149.
-
Evaluating the multi-task learning approach for land use regression modelling of air pollution (2020).
-
LM4KG: Improving Common Sense Knowledge Graphs with Language Models J. Z. Pan, V. Tamma, C. d’Amato, K. Janowicz, B. Fu, A. Polleres, O. Seneviratne, L. Kagal (Eds.) (2020). 456–473.
-
Deep Learning for Climate Model Output Statistics in Tackling Climate Change with Machine Learning Workshop at NeurIPS 2020 (2020).
-
Towards Predicting the Subscription Status of Twitch.tv Users in Proceedings of ECML-PKDD 2020 ChAT Discovery Challenge on Chat Analytics for Twitch (2020).
-
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part III in Lecture Notes in Computer Science (2020). (Vol. 11908) Springer.
-
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part II in Lecture Notes in Computer Science (2020). (Vol. 11907) Springer.
-
Evaluation of Post-hoc XAI Approaches Through Synthetic Tabular Data D. Helic, G. Leitner, M. Stettinger, A. Felfernig, Z. W. Ra{{{\’s}}} (Eds.) (2020). 422–430.
-
NICER — Aesthetic Image Enhancement with Humans in the Loop (2020). 357–362.
-
Time Series Forecasting for Self-Aware Systems in Proceedings of the IEEE (2020). 1–26.
-
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I in Lecture Notes in Computer Science (2020). (Vol. 11906) Springer.
-
iNALU: Improved Neural Arithmetic Logic Unit in Frontiers in Artificial Intelligence (2020). 3 71.
-
OpenLUR: Off-the-shelf air pollution modeling with open features and machine learning in Atmospheric Environment (2020). 233 117535.
-
Integrating Keywords into BERT4Rec for Sequential Recommendation (2020). (Vol. 12325) 275–282.
-
HarryMotions – Classifying Relationships in Harry Potter based on Emotion Analysis (2020).
-
SimLoss: Class Similarities in Cross Entropy D. Helic, G. Leitner, M. Stettinger, A. Felfernig, Z. W. Ra{{{\’s}}} (Eds.) (2020). 431–439.
-
MapLUR: Exploring a New Paradigm for Estimating Air Pollution Using Deep Learning on Map Images in ACM Trans. Spatial Algorithms Syst. (2020). 6(3)
-
Smartwatch-Derived Data and Machine Learning Algorithms Estimate Classes of Ratings of Perceived Exertion in Runners: A Pilot Study in Sensors (2020).
-
Where to Submit? Helping Researchers to Choose the Right Venue (2020). 878–883.
-
Improving Sentiment Analysis with Biofeedback Data (2020). 28–33.
-
Emote-Controlled: Obtaining Implicit Viewer Feedback through Emote based Sentiment Analysis on Comments of Popular Twitch.tv Channels in {ACM} Transactions on Social Computing (2020). 3(2) 1–34.
-
Financial Fraud Detection with Improved Neural Arithmetic Logic Units (2020). (Vol. Fifth Workshop on MIning DAta for financial applicationS)
- [ BibTeX ]
2019[ to top ]
-
Flow-based network traffic generation using Generative Adversarial Networks in Computers & Security (2019). 82 156–172.
-
Solving Mathematical Exercises: Prediction of Students’ Success in CEUR Workshop Proceedings, R. Jäschke, M. Weidlich (Eds.) (2019). (Vol. 2454) 190–194.
-
Detection of Scenes in Fiction (2019).
-
A Survey of Network-based Intrusion Detection Data Sets in Computers & Security (2019). 86 147–167.
-
Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks (2019).
-
EClaiRE: Context Matters! – Comparing Word Embeddings for Relation Classification K. David, K. Geihs, M. Lange, G. Stumme (Eds.) (2019). 191–204.
-
On the Right Track! Analysing and Predicting Navigation Success in Wikipedia in HT ’19, C. Atzenbeck, J. Rubart, D. E. Millard (Eds.) (2019). 143–152.
-
Comparison of System Call Representations for Intrusion Detection. in Advances in Intelligent Systems and Computing, F. Martínez-Álvarez, A. T. Lora, J. A. S. Muñoz, H. Quintián, E. Corchado (Eds.) (2019). (Vol. 951) 14–24.
2018[ to top ]
-
Big-Data Helps SDN to Improve Application Specific Quality of Service in Big Data and Software Defined Networks (2018).
-
Air Trails -- Urban Air Quality Campaign Exploration Patterns (2018).
- [ BibTeX ]
-
Burrows’ Zeta: Exploring and Evaluating Variants and Parameters (2018). 274–277.
-
Analysing Direct Speech in German Novels (2018).
- [ BibTeX ]
-
{Adaptive kNN Using Expected Accuracy for Classification of Geo-Spatial Data} (2018).
- [ BibTeX ]
-
EveryAware Gears: A Tool to visualize and analyze all types of Citizen Science Data D. Burghardt, S. Chen, G. Andrienko, N. Andrienko, R. Purves, A. Diehl (Eds.) (2018).
- [ BibTeX ]
-
A White-Box Model for Detecting Author Nationality by Linguistic Differences in Spanish Novels (2018).
- [ BibTeX ]
-
Burrows Zeta: Varianten und Evaluation (2018).
- [ BibTeX ]
-
Accessing Information with Tags: Search and Ranking in Social Information Access: Systems and Technologies, P. Brusilovsky, D. He (Eds.) (2018). 310–343.
-
ClaiRE at SemEval-2018 Task 7: Classification of Relations using Embeddings (2018).
-
Flow-based Network Traffic Generation using Generative Adversarial Networks. in CoRR (2018). abs/1810.07795
-
Detection of slow port scans in flow-based network traffic in PLOS ONE (2018). 13(9) 1–18.
2017[ to top ]
-
Flow-based benchmark data sets for intrusion detection (2017). 361–369.
-
Learning Semantic Relatedness From Human Feedback Using Metric Learning (2017).
-
Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time (2017).
-
Sedentary Behavior among National Elite Rowers during Off-Training—A Pilot Study in Frontiers in Physiology (2017). 8 655.
-
Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning (2017).
-
Creation of Flow-Based Data Sets for Intrusion Detection in Journal of Information Warfare (2017). 16(4) 41–54.
-
A Toolset for Intrusion and Insider Threat Detection in Data Analytics and Decision Support for Cybersecurity: Trends, Methodologies and Applications, I. Palomares Carrascosa, H. K. Kalutarage, Y. Huang (Eds.) (2017). 3–31.
-
Learning Word Embeddings from Tagging Data: A methodological comparison (2017).
-
Towards Sentiment Analysis on German Literature G. Kern-Isberner, J. F{ü}rnkranz, M. Thimm (Eds.) (2017). 387–394.
-
Leveraging User-Interactions for Time-Aware Tag Recommendations in {CEUR} Workshop Proceedings (2017).
-
Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications Y. Altun, K. Das, T. Mielik{ä}inen, D. Malerba, J. Stefanowski, J. Read, M. {\v{Z}}itnik, M. Ceci, S. D{\v{z}}eroski (Eds.) (2017). 354–357.
-
IP2Vec: Learning Similarities Between IP Addresses in 2017 IEEE International Conference on Data Mining Workshops (ICDMW) (2017). 657–666.
-
Mining social semantics on the social web in Semantic Web (2017). 8(5) 623–624.
-
A Bayesian Method for Comparing Hypotheses About Human Trails in ACM Trans. Web (2017). 11(3) 14:1–14:29.
-
MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data in Data Mining and Knowledge Discovery (2017).
-
Participatory sensing, opinions and collective awareness (2017). Springer.
2016[ to top ]
-
Prediction of Happy Endings in German Novels in CEUR Workshop Proceedings, P. Cellier, T. Charnois, A. Hotho, S. Matwin, M.-F. Moens, Y. Toussaint (Eds.) (2016). (Vol. 1646) 9–16.
-
Significance Testing for the Classification of Literary Subgenres (2016).
-
Extracting Semantics from Unconstrained Navigation on Wikipedia in KI (2016). 30(2) 163–168.
-
SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails. J. Bourdeau, J. Hendler, R. Nkambou, I. Horrocks, B. Y. Zhao (Eds.) (2016). 17–18.
-
Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, DMNLP 2016, co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2016, Riva del Garda, Italy, September 23, 2016. in CEUR Workshop Proceedings (2016). (Vol. 1646) CEUR-WS.org.
-
Mining Subgroups with Exceptional Transition Behavior B. Krishnapuram, M. Shah, A. J. Smola, C. Aggarwal, D. Shen, R. Rastogi (Eds.) (2016). 965–974.
-
FolkTrails: Interpreting Navigation Behavior in a Social Tagging System in CIKM ’16 (2016).
-
Extracting Semantics from Random Walks on Wikipedia: Comparing learning and counting methods R. West, L. Zia, D. Taraborelli, J. Leskovec (Eds.) (2016).
-
Classification of Literary Subgenres (2016).
-
Analyzing Features for the Detection of Happy Endings in German Novels (2016).
-
Comparison of non-invasive individual monitoring of the training and health of athletes with commercially available wearable technologies in Frontiers in Physiology (2016). 7(71)
-
Creation of Specific Flow-Based Training Data Sets for Usage Behaviour Classification (2016). 437.
- [ BibTeX ]
-
Posted, Visited, Exported: Altmetrics in the Social Tagging System BibSonomy in Journal of Informetrics (2016). 10(3) 732–749.
-
What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy in ACM Transactions on the Web (2016). 10(2) 14:1–14:32.
2015[ to top ]
-
On Publication Usage in a Social Bookmarking System (2015).
-
ConDist: A Context-Driven Categorical Distance Measure ECMLPKDD2015 (Ed.) (2015).
-
VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories in HT ’15 (2015). 319–320.
-
Participatory Patterns in an International Air Quality Monitoring Initiative (2015).
-
Automatic Threshold Calculation for the Categorical Distance Measure ConDist. in CEUR Workshop Proceedings, R. Bergmann, S. Görg, G. Müller (Eds.) (2015). (Vol. 1458) 52–63.
-
Hyptrails: A bayesian approach for comparing hypotheses about human trails (2015).
-
Genre classification on German novels (2015).
-
MicroTrails: Comparing Hypotheses About Task Selection on a Crowdsourcing Platform in i-KNOW ’15 (2015). 10:1–10:8.
-
Modeling and Extracting Load Intensity Profiles (2015).
-
Participatory Patterns in an International Air Quality Monitoring Initiative in PLoS ONE (2015). 10(8) e0136763.
-
Photowalking the city: comparing hypotheses about urban photo trails on Flickr (2015).
-
Media Bias in German Online Newspapers (2015).
2014[ to top ]
-
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 in {CEUR} Workshop Proceedings (2014). (Vol. 1202) CEUR-WS.org.
-
{Ubicon and its Applications for Ubiquitous Social Computing} in New Review of Hypermedia and Multimedia (2014). 20(1) 53–77.
-
Subjective vs. Objective Data: Bridging the Gap (2014).
-
HypTrails: A Bayesian Approach for Comparing Hypotheses about Human Trails on the Web (2014).
-
Of course we share! Testing Assumptions about Social Tagging Systems (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 in {CEUR} Workshop Proceedings (2014). (Vol. 1271) CEUR-WS.org.
-
The social distributional hypothesis: a pragmatic proxy for homophily in online social networks in Social Network Analysis and Mining (2014). 4(1)
-
The sixth {ACM} RecSys workshop on recommender systems and the social web (2014). 395.
-
Evaluating Assumptions about Social Tagging - {A} Study of User Behavior in BibSonomy T. Seidl, M. Hassani, C. Beecks (Eds.) (2014). 18–19.
-
How Social is Social Tagging? in WWW 2014 (2014).
-
Folksonomies in Encyclopedia of Social Network Analysis and Mining (2014). 542–547.
- [ BibTeX ]
2013[ to top ]
-
{Semantics of User Interaction in Social Media} in Complex Networks IV, G. Ghoshal, J. Poncela-Casasnovas, R. Tolksdorf (Eds.) (2013). (Vol. 476)
-
How Tagging Pragmatics Influence Tag Sense Discovery in Social Annotation Systems in Advances in Information Retrieval, P. Serdyukov, P. Braslavski, S. Kuznetsov, J. Kamps, S. Rüger, E. Agichtein, I. Segalovich, E. Yilmaz (Eds.) (2013). (Vol. 7814) 86–97.
-
Informationelle Selbstbestimmung Im Web 2.0 Chancen Und Risiken Sozialer Verschlagwortungssysteme (2013). Vieweg + Teubner Verlag.
-
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. in CEUR Workshop Proceedings (2013). (Vol. 1066) CEUR-WS.org.
-
Deeper Into the Folksonomy Graph: FolkRank Adaptations and Extensions for Improved Tag Recommendations in cs.IR (2013). 1310.1498
-
Tag Recommendations for SensorFolkSonomies (2013). (Vol. 1066)
-
Computing Semantic Relatedness from Human Navigational Paths: A Case Study on Wikipedia in International Journal on Semantic Web and Information Systems (IJSWIS) (2013). 9(4) 41–70.
-
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 (2013). Imprint: Springer, Berlin, Heidelberg.
-
Exploiting Structural Consistencies with Stacked Conditional Random Fields in Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics (2013). 30 111–125.
-
Awareness and Learning in Participatory Noise Sensing in PLoS ONE (2013). 8(12) e81638.
-
A Generic Platform for Ubiquitous and Subjective Data (2013). New York, NY, USA.
2012[ to top ]
-
{Proceedings of the Third International Workshop on Mining Ubiquitous and Social Environments (MUSE 2012)} (2012). Workshop Notes, Bristol, UK.
-
Stacked Conditional Random Fields Exploiting Structural Consistencies P. L. Carmona, J. S. Sánchez, A. Fred (Eds.) (2012). 240–248.
-
The challenge of recommender systems challenges. P. Cunningham, N. J. Hurley, I. Guy, S. S. Anand (Eds.) (2012). 9–10.
-
Leveraging publication metadata and social data into FolkRank for scientific publication recommendation in RSWeb ’12 (2012). 9–16.
-
RSWeb ’12: Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web (2012). ACM, Dublin, Ireland.
-
Challenges in Tag Recommendations for Collaborative Tagging Systems in Recommender Systems for the Social Web, J. J. Pazos Arias, A. Fernández Vilas, R. P. Díaz Redondo (Eds.) (2012). (Vol. 32) 65–87.
-
Collective Information Extraction with Context-Specific Consistencies. in Lecture Notes in Computer Science, P. A. Flach, T. D. Bie, N. Cristianini (Eds.) (2012). (Vol. 7523) 728–743.
-
Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles in {Modeling and Mining Ubiquitous Social Media} (2012). (Vol. 7472)
-
Modeling and Mining Ubiquitous Social Media in Lecture Notes in Computer Science (2012). (Vol. 7472) Springer Verlag, Heidelberg, Germany.
-
Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy. in Informatik Spektrum (2012). 35(1) 12–23.
-
Publikationen im Web 2.0 in Informatik-Spektrum (2012). 1–5.
-
4th ACM RecSys workshop on recommender systems and the social web. P. Cunningham, N. J. Hurley, I. Guy, S. S. Anand (Eds.) (2012). 345–346.
-
Ubicon: Observing Social and Physical Activities (2012).
-
Recommender Systems for Social Tagging Systems in SpringerBriefs in Electrical and Computer Engineering (2012). Springer.
-
Extending FolkRank with content data in RSWeb ’12 (2012). 1–8.
2011[ to top ]
-
{On the Semantics of User Interaction in Social Media (Extended Abstract, Resubmission)} (2011).
- [ BibTeX ]
-
3rd workshop on recommender systems and the social web in RecSys ’11 (2011). 383–384.
-
One Tag to Bind Them All: Measuring Term Abstractness in Social Metadata (2011).
- [ BibTeX ]
-
From Semantic Web Mining to Social and Ubiquitous Mining - A Subjective View on Past, Current, and Future Research. D. Fensel (Ed.) (2011). 143–153.
-
{Community Assessment using Evidence Networks} in LNAI (2011). (Vol. 6904)
- [ BibTeX ]
-
Segmentation of References with Skip-Chain Conditional Random Fields for Consistent Label Transitions (2011).
-
Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players (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 in Lecture Notes in Computer Science (2011). (Vol. 6904) Springer.
-
Towards Mining Semantic Maturity in Social Bookmarking Systems A. Passant, S. Fernández, J. Breslin, U. Bojārs (Eds.) (2011).
-
Resource-Aware On-Line RFID Localization Using Proximity Data (2011). 129–144.
- [ BibTeX ]
-
{Proceedings of the 2011 International Workshop on Mining Ubiquitous and Social Environments (MUSE 2011)} (2011). ECML/PKDD 2011, Athens, Greece.
- [ BibTeX ]
-
Recommendation in the Social Web in AI Magazine (2011). 32(3) 46–56.
-
Social Tagging Recommender Systems. in Recommender Systems Handbook, F. Ricci, L. Rokach, B. Shapira, P. B. Kantor (Eds.) (2011). 615–644.
-
Tagging data as implicit feedback for learning-to-rank (2011).
-
Enhancing Social Interactions at Conferences in it - Information Technology (2011). 53(3) 101–107.
-
Resource-Aware On-Line RFID Localization Using Proximity Data (2011).
- [ BibTeX ]
-
One Tag to Bind Them All : Measuring Term Abstractness in Social Metadata G. Antoniou, M. Grobelnik, E. Simperl, B. Parsia, D. Plexousakis, J. Pan, P. D. Leenheer (Eds.) (2011).
-
Introduction to the Special Issue on Social Linking and Hypermedia in New Review of Hypermedia and Multimedia (2011). 17(3) 241–242.
-
A Comparison of Content-Based Tag Recommendations in Folksonomy Systems in Lecture Notes in Computer Science, K. E. Wolff, D. E. Palchunov, N. G. Zagoruiko, U. Andelfinger (Eds.) (2011). (Vol. 6581) 136–149.
-
Privacy-aware spam detection in social bookmarking systems in i-KNOW ’11 (2011). 15:1–15:8.
-
Combining Data-Driven and Semantic Approaches for Text Mining. D. Fensel (Ed.) (2011). 115–142.
-
Face-to-Face Contacts during LWA 2010 - Communities, Roles, and Key Players (2011).
- [ BibTeX ]
2010[ to top ]
-
{Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivität} in Technical report (KIS), 2010-10 (2010). Department of Electrical Engineering/Computer Science, Kassel University.
- [ BibTeX ]
-
Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy in Informatik-Spektrum (2010). 1–12.
-
Visit me, click me, be my friend: An analysis of evidence networks of user relationships in Bibsonomy (2010).
- [ BibTeX ]
-
Social Bookmarking-Systeme – die unerkannten Datensammler - Ungewollte personenbezogene Datenverabeitung? in MultiMedia und Recht (2010). 7 454–458.
- [ BibTeX ]
-
Community Assessment using Evidence Networks (2010).
-
Local Adaptive Extraction of References in LNAI 6359, R. Dillmann, J. Beyerer, U. D. Hanebeck, T. Schultz (Eds.) (2010). 40–47.
-
Ubiquitous Data in Lecture Notes in Computer Science (2010). (6202) 61–74.
-
Academic Publication Management with PUMA - collect, organize and share publications in Lecture Notes in Computer Science, M. Lalmas, J. Jose, A. Rauber, F. Sebastiani, I. Frommholz (Eds.) (2010). (Vol. 6273) 417–420.
-
Stop Thinking, start Tagging - Tag Semantics emerge from Collaborative Verbosity (2010).
-
{Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010)} (2010). ECML/PKDD 2010, Barcelona, Spain.
- [ BibTeX ]
-
Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0 in Web Semantics: Science, Services and Agents on the World Wide Web (2010). 8(2-3) 95–96.
-
Data Mining on Folksonomies in Intelligent Information Access, G. Armano, M. de Gemmis, G. Semeraro, E. Vargiu (Eds.) (2010). (Vol. 301) 57–82.
-
Conditional Random Fields For Local Adaptive Reference Extraction M. Atzmüller, D. Benz, A. Hotho, G. Stumme (Eds.) (2010).
-
Academic Publication Management with PUMA - collect, organize and share publications (2010). 417–420.
-
{Publikationsmanagement mit BibSonomy -- ein Social-Bookmarking-System f{ü}r Wissenschaftler} in HMD -- Praxis der Wirtschaftsinformatik (2010). Heft 271 47–58.
-
The Social Bookmark and Publication Management System BibSonomy in The VLDB Journal (2010). 19(6) 849–875.
-
Query Logs as Folksonomies in Datenbank-Spektrum (2010). 10(1) 15–24.
-
Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge (2010).
2009[ to top ]
-
Evaluating Similarity Measures for Emergent Semantics of Social Tagging (2009). 641–641.
-
{Towards Understanding Spammers - Discovering Local Patterns for Concept Characterization and Description} J. F. A. Knobbe (Ed.) (2009).
-
Mapping Bibliographic Records with Bibliographic Hash Keys in Proceedings of the ISI, R. Kuhlen (Ed.) (2009).
-
Social Bookmarking am Beispiel BibSonomy in Social Semantic Web, A. Blumauer, T. Pellegrini (Eds.) (2009). 363–391.
-
ECML PKDD Discovery Challenge 2009 (DC09) in CEUR-WS.org (2009). (Vol. 497)
-
Managing publications and bookmarks with BibSonomy C. Cattuto, G. Ruffo, F. Menczer (Eds.) (2009). 323–324.
-
Testing and Evaluating Tag Recommenders in a Live System D. Benz, F. Janssen (Eds.) (2009). 44–51.
-
Characterizing Semantic Relatedness of Search Query Terms (2009).
- [ BibTeX ]
-
Who are the Spammers? Understandable Local Patterns for Concept Description (2009).
2008[ to top ]
-
Research Challenges in Ubiquitous Knowledge Discovery in Next Generation of Data Mining (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series) (2008). (1st ed.)
-
Semantic Grounding of Tag Relatedness in Social Bookmarking Systems in Lecture Notes in Computer Science (2008). (Vol. 5318) 615–631.
-
Tag Recommendations in Social Bookmarking Systems in AI Communications, (E. Giunchiglia, Ed.) (2008). 21(4) 231–247.
-
AEON - An approach to the automatic evaluation of ontologies in Applied Ontology (2008). 3(1-2) 41–62.
-
Analyzing Tag Semantics Across Collaborative Tagging Systems in Dagstuhl Seminar Proceedings, H. Alani, S. Staab, G. Stumme (Eds.) (2008).
-
Social Bookmarking in Web 2.0 in der Unternehmenspraxis: Grundlagen, Fallstudien und Trends zum Einsatz von Social Software, A. Back, N. Gronau, K. Tochtermann (Eds.) (2008). 26–38.
-
ECML PKDD Discovery Challenge 2008 (RSDC’08) (2008). Workshop at 18th Europ. Conf. on Machine Learning (ECML’08) / 11th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’08).
-
Logsonomy — A Search Engine Folksonomy (2008).
-
The Anti-Social Tagger - Detecting Spam in Social Bookmarking Systems (2008). 61–68.
-
A Comparison of Social Bookmarking with Traditional Search (2008). (Vol. 4956) 101–113.
-
Wikis, Blogs, Bookmarking Tools - Mining the Web 2.0 Workshop (2008). Workshop at 18th Europ. Conf. on Machine Learning (ECML’08) / 11th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD’08).
-
Logsonomy - social information retrieval with logdata (2008). 157–166.
-
Semantic Analysis of Tag Similarity Measures in Collaborative Tagging Systems (2008).
-
Discovering Shared Conceptualizations in Folksonomies in Web Semantics: Science, Services and Agents on the World Wide Web (2008). 6(1) 38–53.
2007[ to top ]
-
Mining the World Wide Web in Künstliche Intelligenz (2007). (3) 5–8.
-
Network Properties of Folksonomies in AI Communications (2007). 20(4) 245–262.
-
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 in CEUR Workshop Proceedings (2008). (Vol. 292) CEUR-WS.org.
-
From Web to Social Web: Discovering and Deploying User and Content Profiles in LNCS (September 18, 2006 Series:). (Vol. 4736) Springer, Berlin, Germany.
-
Organizing Publications and Bookmarks in BibSonomy H. Alani, N. Noy, G. Stumme, P. Mika, Y. Sure, D. Vrandecic (Eds.) (2007).
-
Themenheft Web Mining in Künstliche Intelligenz (2007). (3) 5–8.
-
Conceptual Clustering of Social Bookmark Sites A. Hinneburg (Ed.) (2007). 50–54.
-
Tag Recommendations in Folksonomies in Lecture Notes in Computer Science, J. N. Kok, J. Koronacki, R. L. de Mántaras, S. Matwin, D. Mladenic, A. Skowron (Eds.) (2007). (Vol. 4702) 506–514.
-
Network Properties of Folksonomies (2007).
-
Analysis of the Publication Sharing Behaviour in {BibSonomy} in LNCS (2007). (Vol. 4604)
-
{Learning Disjointness} in Lecture Notes in Computer Science, E. Franconi, M. Kifer, W. May (Eds.) (2007). (Vol. 4519)
-
Conceptual Clustering of Social Bookmarking Sites (2007). 356–364.
-
Tag Recommendations in Folksonomies A. Hinneburg (Ed.) (2007). 13–20.
-
Position Paper: Ontology Learning from Folksonomies. A. Hinneburg (Ed.) (2007). 109–112.
2006[ to top ]
-
FolkRank: A Ranking Algorithm for Folksonomies (2006). 111–114.
-
Personalized Information Access in a Bibliographic Peer-to-Peer System in Peer-to-Peer and SemanticWeb, Decentralized Management and Exchange of Knowledge and Information, S. Staab, H. Stuckenschmidt (Eds.) (2006). 143–158.
- [ BibTeX ]
-
Semantic Web Mining - State of the Art and Future Directions in Journal of Web Semantics (2006). 4(2) 124–143.
-
Kollaboratives Wissensmanagement in Semantic Web - Wege zur vernetzten Wissensgesellschaft, T. Pellegrini, A. Blumauer (Eds.) (2006). 273–290.
-
{BibSonomy}: A Social Bookmark and Publication Sharing System (2006). 87–102.
-
Workshop on Web Mining 2006 (WebMine) (2006).
-
Trend Detection in Folksonomies in Lecture Notes in Computer Science, Y. S. Avrithis, Y. Kompatsiaris, S. Staab, N. E. O’Connor (Eds.) (2006). (Vol. 4306) 56–70.
-
Semantics, Web and Mining (2006).
-
Learning Ontologies to Improve Text Clustering and Classification in From Data and Information Analysis to Knowledge Engineering (2006). 334–341.
-
Boosting for Text Classification with Semantic Features in Advances in Web Mining and Web Usage Analysis (2006). (Vol. 3932) 149–166.
-
Content Aggregation on Knowledge Bases using Graph Clustering in LNCS (2006). (Vol. 4011) 530–544.
-
Semantic Network Analysis of Ontologies in LNCS (2006). (Vol. 4011) 514–529.
-
Information Retrieval in Folksonomies: Search and Ranking in LNCS (2006). (Vol. 4011) 411–426.
-
Wege zur Entdeckung von Communities in Folksonomies S. Braß, A. Hinneburg (Eds.) (2006). 80–84.
- [ BibTeX ]
-
Mining Association Rules in Folksonomies in Studies in Classification, Data Analysis, and Knowledge Organization, V. Batagelj, H.-H. Bock, A. Ferligoj, A. Žiberna (Eds.) (2006). 261–270.
-
Emergent Semantics in BibSonomy (2006). (Vol. P-94)
-
TRIAS - An Algorithm for Mining Iceberg Tri-Lattices (2006).
2005[ to top ]
-
Text Clustern mit Hintergrundwissen (Dissertationsbeschreibung) in Künstliche Intelligenz (KI) (2005). 1 62–64.
-
Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space V. Svatek, V. Snasel (Eds.) (2005). 1–16.
-
Collaborative and Usage-Driven Evolution of Personal Ontologies. in Lecture Notes in Computer Science, A. G{ó}mez-P{é}rez, J. Euzenat (Eds.) (2005). (Vol. 3532) 486–499.
- [ BibTeX ]
-
Proc. of the European Web Mining Forum 2005 (2005). 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).
- [ BibTeX ]
-
Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis in Journal on Artificial Intelligence Research (2005). 24 305–339.
-
An Ontology-based Framework for Text Mining in LDV Forum - GLDV Journal for Computational Linguistics and Language Technology (2005). 20(1) 87–112.
- [ BibTeX ]
-
A Brief Survey of Text Mining in LDV Forum - GLDV Journal for Computational Linguistics and Language Technology (2005). 20(1) 19–62.
-
Proceedings of the Workshop on Learning in Web Search (LWS 2005) (2005).
2004[ to top ]
-
Clustern mit Hintergrundwissen. Technical Report (PhD dissertation), PhD thesis, University of Karlsruhe, Universit{{ä}}t Karlsruhe (TH), Institut AIFB, D-76128 Karlsruhe. (2004).
- [ BibTeX ]
-
A workshop report: mining for and from the Semantic Web at KDD 2004. in SIGKDD Explorations (2004). 6(2) 142–143.
- [ BibTeX ]
-
Usage Mining for and on the Semantic Web. in Data Mining Next Generation Challenges and Future Directions, H. Kargupta, A. Joshi, K. Sivakumar, Y. Yesha (Eds.) (2004). 461–481.
- [ BibTeX ]
-
Clustern mit Hintergrundwissen in Diski (2004). (Vol. 286) Akademische Verlagsgesellschaft Aka GmbH, Berlin.
-
A roadmap for web mining: From web to semantic web in Web Mining: From Web to Semantic Web (2004). 1–22.
-
Web Mining: From Web to Semantic Web in LNAI (2004). (Vol. 3209) Springer, Heidelberg.
- [ BibTeX ]
-
Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies in LNCS (2004). (Vol. 2961)
-
Clustering Ontologies from Text (2004).
-
Comparing Conceptual, Divise and Agglomerative Clustering for Learning Taxonomies from Text R. L. de M{á}ntaras, L. Saitta (Eds.) (2004). 435–439.
-
Boosting for Text Classification with Semantic Features (2004). 70–87.
-
International Workshop on Mining for and from the Semantic Web (MSW2004) (2004).
-
Boosting for Text Classification with Semantic Features (reprint) (2004).
-
Semantic Web Personalization (2004).
- [ BibTeX ]
-
Text Classification by Boosting Weak Learners based on Terms and Concepts (2004). 331–334.
-
Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis (2004).
-
Personalized Information Access in a Bibliographic Peer-to-Peer System (2004). 1–12.
2003[ to top ]
-
On Knowledgeable Unsupervised Text Mining in Text Mining (2003). 131–152.
- [ BibTeX ]
-
Automatic multi-label subject indexing in a multilingual environment in LNCS (2003). (Vol. 2769) 140–151.
- [ BibTeX ]
-
Ontologies Improve Text Document Clustering (2003). 541–544.
-
Semantic Web - State of the art and future directions in KI Heft, Special Issue on the Semantic Web (2003). 3 5–9.
- [ BibTeX ]
-
Conceptual User Tracking in Lecture Notes in Artificial Intelligence, E. M. Ruiz, J. Segovia, P. S. Szczepaniak (Eds.) (2003). (Vol. 2663) 142–154.
-
WordNet improves text document clustering (2003).
-
Text Clustering Based on Background Knowledge (2003).
-
Explaining Text Clustering Results using Semantic Structures in LNCS (2003). (Vol. 2838) 217–228.
-
Building and Using the Semantic Web (2003). 31–34.
- [ BibTeX ]
-
Proceedings of the 1st European Web Mining Forum (EWMF 2003) (2003). 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.
- [ BibTeX ]
-
Lehren -- Lernen -- Wissen -- Adaptivit{{ä}}t (LLWA 2003) (2003). Universit{{ä}}t Karlsruhe.
- [ BibTeX ]
-
Ontology-based Text Document Clustering. (2003). 451–452.
2002[ to top ]
-
Usage Mining for and on the Semantic Web (2002). 77–86.
-
Semantic Web Mining for Building Information Portals (Position Paper) (2002). 34–38.
- [ BibTeX ]
-
KAON - Towards a Large Scale Semantic Web in LNCS, K. Bauknecht, A. M. Tjoa, G. Quirchmayr (Eds.) (2002). (Vol. 2455) 304–313.
- [ BibTeX ]
-
Towards Semantic Web Mining in Lecture Notes in Computer Science (LNCS), I. Horrocks, J. A. Hendler (Eds.) (2002). (Vol. 2342) 264–278.
-
Text Clustering Based on Good Aggregations in K{{ü}}nstliche Intelligenz (KI) (2002). 16(4) 48–54.
-
Conceptual Clustering of Text Clusters (2002). 37–45.
-
On Knowledgeable Unsupervised Text Mining (2002).
-
Semantic Web Mining (2002). 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.
- [ BibTeX ]
-
{KAON} - Towards a large scale {S}emantic {W}eb in LNCS, K. Bauknecht, A. M. Tjoa, G. Quirchmayr (Eds.) (2002).
2001[ to top ]
-
Semantic Web Mining (2001). 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.
- [ BibTeX ]
-
Ontology-based Text Clustering (2001).
- [ BibTeX ]
-
Analyse von {W}ettbewerbsverlusten im {T}elekommunikationsmarkt und mögliche {G}egenmaßnahmen (2001).
- [ BibTeX ]
-
Text Clustering Based on Good Aggregations (2001). 607–608.
-
{SEAL-II} --- The Soft Spot between Richly Structured and Unstructured Knowledge in Journal of Universal Computer Science (J.UCS) (2001). 7(7) 566–590.
- [ BibTeX ]
2000[ to top ]
-
AI for the Web - Ontology-based Community Web Portals (2000).
-
Semantic Community Web Portals (2000). 473–491.
-
Enhancing Preprocessing in Data-Intensive Domains using Online-Analytical Processing in LNCS (2000). (Vol. 1874) 258–264.
- [ BibTeX ]
-
Analyse von {W}ettbewerbsverlusten im {T}elekommunikationsmarkt und mögliche {G}egenmaßnahmen (2000).
- [ BibTeX ]