Publications

(2024). Assessing aesthetic music-evoked emotions in a minute or less: A comparison of the GEMS-45 and the GEMS-9. Musicae Scientiae.

Cite DOI

(2024). The Emotion-to-Music Mapping Atlas (EMMA): A systematically organized online database of emotionally evocative music excerpts. Behavior Research Methods.

Cite DOI

(2024). Introduction to the Special Issue on Perspectives on Recommender Systems Evaluation. ACM Transactions on Recommender Systems.

PDF Cite DOI URL

(2024). Exploring the Landscape of Recommender Systems Evaluation: Practices and Perspectives. ACM Transactions on Recommender Systems.

PDF Cite DOI URL

(2024). Song lyrics have become simpler and more repetitive over the last five decades. Scientific Reports.

Cite DOI

(2024). Overview of the Multi-Author Writing Style Analysis Task at PAN 2024. Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024.

Cite URL

(2024). Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification - Extended Abstract. Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part VI.

Cite DOI

(2024). Emotion-Based Music Recommendation from Quality Annotations and Large-Scale User-Generated Tags. Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization.

Cite DOI URL

(2023). Overview of the Multi-Author Writing Style Analysis Task at PAN 2023. Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum.

PDF Cite

(2023). Evaluating Recommender Systems: Survey and Framework. ACM Computing Surveys.

PDF Cite DOI URL

(2023). Third Workshop: Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2023). Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023.

PDF Cite DOI URL

(2023). SPARE: Shortest Path Global Item Relations for Efficient Session-based Recommendation. Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023.

PDF Cite DOI URL Code

(2023). Song Popularity Prediction using Ordinal Classification. Proceedings of the 20th Sound and Music Computing Conference. June 15-17, 2023. Stockholm, Sweden.

PDF Cite

(2023). Pairwise Learning to Rank for Hit Song Prediction. Datenbanksysteme für Business, Technologie und Web (BTW 2023), 20. Fachtagung des GI-Fachbereichs Datenbanken und Informationssysteme (DBIS), Proceedings.

PDF Cite DOI

(2023). Overview of PAN 2023: Authorship Verification, Multi-Author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection. Experimental IR Meets Multilinguality, Multimodality, and Interaction.

PDF Cite DOI

(2023). Overview of PAN 2023: Authorship Verification, Multi-author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection. Advances in Information Retrieval (ECIR 2023).

PDF Cite

(2023). Detection of Generated Text Reviews by Leveraging Methods from Authorship Attribution: Predictive Performance vs. Resourcefulness. Datenbanksysteme für Business, Technologie und Web (BTW 2023), 20. Fachtagung des GI-Fachbereichs Datenbanken und Informationssysteme, Proceedings.

PDF Cite DOI

(2022). Music4All-Onion -- A Large-Scale Multi-Faceted Content-Centric Music Recommendation Dataset. Proceedings of the 31st ACM International Conference on Information & Knowledge Management.

PDF Cite DOI URL

(2022). Second Workshop: Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2022). Proceedings of the 16th ACM Conference on Recommender Systems.

PDF Cite DOI URL

(2022). HSP Datasets: Insights on Song Popularity Prediction. International Journal of Semantic Computing.

Cite DOI URL

(2022). Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, Style Change Detection, and Trigger Detection. Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II.

PDF Cite DOI URL

(2022). Height Optimized Tries. ACM Transactions on Database Systems.

PDF Cite DOI URL

(2022). Verse versus Chorus: Structure-aware Feature Extraction for Lyrics-based Genre Recognition. Proceedings of the 23rd International Society for Music Information Retrieval Conference 2022.

PDF Cite DOI

(2022). Unsupervised Graph Embeddings for Session-based Recommendation with Item Features. CARS: Workshop on Context-Aware Recommender Systems (RecSys ’22).

PDF Cite URL Code

(2022). Recommender Systems for Music Retrieval Tasks. Habilitation at the University of Innsbruck.

PDF Cite

(2022). Overview of the Style Change Detection Task at PAN 2022. Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th to 8th, 2022.

PDF Cite

(2022). Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, and Style Change Detection. Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5-8, 2022, Proceedings.

PDF Cite DOI URL

(2022). Co-rating Attacks on Recommendation Algorithms. Proceedings of the 32nd GI-Workshop Grundlagen von Datenbanksysteme (GvDB'21).

PDF Cite

(2021). User models for multi-context-aware music recommendation. Multimedia Tools and Applications.

PDF Cite DOI

(2021). Support the underground: characteristics of beyond-mainstream music listeners. EPJ Data Science.

PDF Cite DOI

(2021). Recognizing Song Mood and Theme: Clustering-based Ensembles. Working Notes Proceedings of the MediaEval 2021 Workshop, Online, 13-15 December 2021.

PDF Cite Code

(2021). Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES). Fifteenth ACM Conference on Recommender Systems.

PDF Cite DOI

(2021). Overview of the Style Change Detection Task at PAN 2021. CLEF 2021 Labs and Workshops, Notebook Papers.

PDF Cite

(2021). Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection. Advances in Information Retrieval – 43rd European Conference on IR Research (ECIR 2021).

PDF Cite

(2021). Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection. Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings.

PDF Cite DOI

(2021). Novel Datasets for Evaluating Song Popularity Prediction Tasks. IEEE International Symposium on Multimedia, ISM 2021, Virtual Event, November 29 – December 1, 2021.

PDF Cite DOI Code

(2021). Leveraging Affective Hashtags for Ranking Music Recommendations. IEEE Transactions on Affective Computing.

PDF Cite DOI

(2020). Recognizing Song Mood and Theme: Leveraging Ensembles of Tag Groups. Working Notes Proceedings of the MediaEval 2020 Workshop.

PDF Cite Code

(2020). Pandemics, Music, and Collective Sentiment: Evidence from the Outbreak of COVID-19. Proceedings of the 21st International Society for Music Information Retrieval Conference 2020 (ISMIR 2020).

PDF Cite

(2020). Overview of the Style Change Detection Task at PAN 2020. CLEF 2020 Labs and Workshops, Notebook Papers.

PDF Cite

(2020). Overview of PAN 2020: Authorship Verification, Celebrity Profiling, Profiling Fake News Spreaders on Twitter, and Style Change Detection. 11th International Conference of the CLEF Association (CLEF 2020).

PDF Cite

(2020). A Multi-Aspect Classification Ensemble Approach for Profiling Fake News Spreaders on Twitter---Notebook for PAN at CLEF 2020. CLEF 2020 Labs and Workshops, Notebook Papers.

PDF Cite

(2020). User Models for Culture-Aware Music Recommendation: Fusing Acoustic and Cultural Cues. Transactions of the International Society for Music Information Retrieval.

PDF Cite DOI

(2020). Shared Tasks on Authorship Analysis at PAN 2020. Advances in Information Retrieval – 42nd European Conference on IR Research, ECIR 2020.

PDF Cite

(2020). Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020.

Cite

(2020). Personality Bias of Music Recommendation Algorithms. Fourteenth ACM Conference on Recommender Systems.

PDF Cite DOI

(2020). Comparing Lyrics Features for Genre Recognition. Proceedings of the 1st Workshop on NLP for Music and Audio (NLP4MusA).

PDF Cite URL Code

(2020). Comparing Lyrics Features for Genre Recognition. Proceedings of the 1st Workshop on NLP for Music and Audio (NLP4MusA).

Cite

(2019). Recognizing Song Mood and Theme Using Convolutional Recurrent Neural Networks. Working Notes Proceedings of the MediaEval 2019 Workshop.

PDF Cite

(2019). MediaEval 2019 Emotion and Theme Recognition task: A VQ-VAE Based Approach. Working Notes Proceedings of the MediaEval 2019 Workshop.

PDF Cite

(2019). Overview of the Style Change Detection Task at PAN 2019. Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Lugano, Switzerland, September 9-12, 2019.

PDF Cite

(2019). Overview of PAN 2019: Bots and Gender Profiling, Celebrity Profiling, Cross-Domain Authorship Attribution and Style Change Detection. Experimental IR Meets Multilinguality, Multimodality, and Interaction - 10th International Conference of the CLEF Association, CLEF 2019, Lugano, Switzerland, September 9-12, 2019, Proceedings.

PDF Cite DOI

(2019). Leveraging Multi-Method Evaluation for Multi-Stakeholder Settings. Proceedings of the 1st Workshop on the Impact of Recommender Systems co-located with 13th ACM Conference on Recommender Systems (ACM RecSys 2019).

PDF Cite

(2019). Article Quality Classification on Wikipedia: Introducing Document Embeddings and Content Features. Proceedings of the 15th International Symposium on Open Collaboration, OpenSym 2019.

PDF Cite DOI

(2019). "Nobody Climbs Mountains for Scientific Reasons" -- Semantic Mountaineering History: Names and Activities in Mountaineering Discourse. 10th International Corpus Linguistics Conference (CL2019).

Cite

(2019). Language Models for Next-Track Music Recommendation. Proceedings of the 31. GI-Workshop Grundlagen von Datenbanken.

PDF Cite

(2019). Autoencoders for Next-Track Recommendations. Proceedings of the 31. GI-Workshop Grundlagen von Datenbanken.

PDF Cite

(2019). Zur Identifikation und Verortung von Bergnamen in alpiner Literatur. 20. Internationale Geodätische Woche Obergurgl 2019.

PDF Cite

(2019). Hit Song Prediction: Leveraging Low- and High-Level Audio Features. Proceedings of the 20th International Society for Music Information Retrieval Conference 2019 (ISMIR 2019).

PDF Cite

(2019). Creative GANs for generating poems, lyrics, and metaphors. CoRR.

PDF Cite

(2018). UMAP 2018 Intelligent User-Adapted Interfaces: Design and Multi-Modal Evaluation (IUadaptMe) Workshop Chairs' Welcome and Organization. Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization.

PDF Cite DOI

(2018). Recommendation-Assisted Data Curation for Wikidata. Wiki Workshop 2018, co-located with The Web Conference.

PDF Cite DOI

(2018). Leiwand Oida: Geolocating Regional Linguistic Variation of German on Twitter. Proceedings of the 6th Conference on Computer-Mediated Communication (CMC) and Social Media Corpora (CMC-corpora 2018).

PDF Cite

(2018). Latent Feature Combination for Multi-Context Music Recommendation. 2018 International Conference on Content-Based Multimedia Indexing (CBMI).

PDF Cite DOI

(2018). Information Imbalance and Responsibility in Recommender Systems. Workshop Proceeding of the 2nd Workshop on Green (Responsible, Ethical and Social) IT and IS - the Corporate Perspective (GRES-IT/IS).

PDF Cite

(2018). HOT: A Height Optimized Trie Index for Main-Memory Database Systems. Proceedings of the 2018 International Conference on Management of Data.

PDF Cite DOI

(2018). geMsearch: Personalized Explorative Music Search. Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018).

PDF Cite

(2018). Culture-Aware Music Recommendation. Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization.

PDF Cite DOI

(2018). Content-based User Models: Modeling the Many Faces of Musical Preference. Proceedings of the 19th International Society for Music Information Retrieval Conference 2018 (ISMIR 2018).

PDF Cite

(2018). Carl: Sports Award Recommender. The SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018).

PDF Cite

(2018). ALF-200k: Towards Extensive Multimodal Analyses of Music Tracks and Playlists. Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2018.

PDF Cite DOI Code

(2018). #nowplaying-RS: A New Benchmark Dataset for Building Context-Aware Music Recommender Systems . Proceedings of the 15th Sound and Music Computing Conference.

PDF Cite Dataset DOI

(2017). Visualization Strategies for Digital Archives. The Case of the Ernst-von-Glasersfeld-Archive. 4th Digital Humanities Conference Austria (DHA17).

PDF Cite

(2017). Understanding User-curated Playlists on Spotify: A Machine Learning Approach. International Journal of Multimedia Data Engineering and Management IJMDEM.

PDF Cite DOI

(2017). Semantics for Mountaineering History. 4th Digital Humanities Conference Austria (DHA17).

PDF Cite

(2017). Mining Culture-Specific Music Listening Behavior from Social Media Data. 2017 IEEE International Symposium on Multimedia (ISM).

PDF Cite DOI

(2017). Improving Context-Aware Music Recommender Systems: Beyond the Pre-filtering Approach. Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania.

PDF Cite DOI Code

(2017). Hierarchical Multilabel Classification and Voting for Genre Classification. Working Notes Proceedings of the MediaEval 2017 Workshop.

PDF Cite Code

(2017). Geolocating German on Twitter - Hitches and Glitches of Building and Exploring a Twitter Corpus. 9th International Corpus Linguistics Conference 2017.

PDF Cite

(2017). Employing Wikidata for Fostering Scholarly Research. WikiDataCon 2017, Berlin.

PDF Cite

(2017). Building Bridges - Corpus Linguistics and Digital Humanities. 4th Digital Humanities Austria Conference - dha2017. Abstracts.

PDF Cite

(2017). Bergnamen – Bergwelten. Toponymie im (Kon-)Text. Mainzer Namenstagung 2017: Toponyme - eine Standortbestimmung.

Cite

(2017). Analyzing Coherent Characteristics in Music Playlists. 4th Digital Humanities Conference Austria (DHA17).

PDF Cite

(2017). A Peer-Based Approach on Analyzing Hacked Twitter Accounts. Proceedings of the 50th Hawaii International Conference on System Sciences, HICSS 2017.

PDF Cite

(2016). Understanding Playlist Creation on Music Streaming Platforms. IEEE International Symposium on Multimedia, ISM 2016, San Jose, CA, USA.

PDF Cite DOI

(2016). SentiStorm: Realtime Sentiment Detection von Tweets. HMD Praxis der Wirtschaftsinformatik.

PDF Cite DOI

(2016). Geolocating German on Twitter Hitches and Glitches of Building and Exploring a Twitter Corpus. 4th Conference on CMC and Social Media Corpora for the Humanities (CMC-Corpora2016).

PDF Cite

(2016). Can Microblogs Predict Music Charts? An Analysis of the Relationship between #Nowplaying Tweets and Music Charts. Proceedings of the 17th International Society for Music Information Retrieval Conference 2016 (ISMIR 2016).

PDF Cite

(2016). Analysing the Usage of Wikipedia on Twitter: Understanding Inter-Language Links. 49th Hawaii International Conference on System Sciences, HICSS 2016, Kauai, Hawaii, USA, January 5-8, 2016.

PDF Cite DOI

(2016). An Empirical Evaluation of Property Recommender Systems for Wikidata and Collaborative Knowledge Bases. Proceedings of the 12th International Symposium on Open Collaboration.

PDF Cite DOI Code

(2015). Towards a Context-Aware Music Recommendation Approach: What is Hidden in the Playlist Name?. 15th IEEE International Conference on Data Mining Workshops (ICDM 2015).

PDF Cite DOI

(2015). MySQL 5.7 - Das umfassende Handbuch. Rheinwerk Verlag.

Cite

(2015). #Wikipedia on Twitter: Analyzing Tweets About Wikipedia. Proceedings of the 11th International Symposium on Open Collaboration.

PDF Cite DOI

(2015). #nowplaying on #Spotify: Leveraging Spotify Information on Twitter for Artist Recommendations. Current Trends in Web Engineering, 15th International Conference, ICWE 2015 Workshops (Revised Selected Papers).

PDF Cite DOI

(2014). Missbrauch und Betrug auf Twitter. Datenflut und Informationskanäle.

PDF Cite

(2014). Guided Curation of Semistructured Data in Collaboratively-built Knowledge Bases. Journal on Future Generation Computer Systems.

PDF Cite DOI

(2014). Cybercrime on Twitter: Shifting the User Back into Focus. Proceedings of the WebScience Cybercrime / Cyberwar Workshop, co-located with WebSci14.

PDF Cite

(2014). Combining Spotify and Twitter Data for Generating a Recent and Public Dataset for Music Recommendation. Proceedings of the 26nd Workshop Grundlagen von Datenbanken (GvDB 2014), Ritten, Italy.

PDF Cite

(2014). #nowplaying Music Dataset: Extracting Listening Behavior from Twitter. Proceedings of the 1st ACM International Workshop on Internet-Scale Multimedia Management.

PDF Cite DOI

(2014). "Sorry, I was hacked": A Classification of Compromised Twitter Accounts. Proceedings of the 29th ACM Symposium on Applied Computing.

PDF Cite DOI

(2013). On the impact of text similarity functions on hashtag recommendations in microblogging environments. Social Network Analysis and Mining.

PDF Cite DOI

(2013). MySQL 5.6 - Das umfassende Handbuch. Galileo Computing.

Cite

(2013). Exploiting Recommendations in Microblogging Environments. Scientific Computing@uibk.

Cite

(2012). SnoopyTagging: Recommending Contextualized Tags to Increase the Quality and Quantity of Meta-Information. Proceedings of the 21st International Conference on the World Wide Web 2012, Lyon, France (Poster).

PDF Cite DOI

(2012). Exploiting Twitter's Collective Knowledge for Music Recommendations. Proceedings, 2nd Workshop on Making Sense of Microposts (#MSM2012): Big things come in small packages.

PDF Cite

(2012). Dealing with Structure Heterogeneity in Semantic Collaborative Environments. Collaboration and the Semantic Web: Social Networks, Knowledge Networks and Knowledge Resources.

Cite DOI

(2011). Using Tag Recommendations to Homogenize Folksonomies in Microblogging Environments. Proceedings of the Third International Conference on Social Informatics (SocInfo) 2011.

PDF Cite DOI

(2011). The Snoopy Concept: Fighting Heterogeneity in Semistructured and Collaborative Information Systems by using Recommendations. The 2011 International Conference on Collaboration Technologies and Systems (CTS 2011).

PDF Cite DOI

(2011). SpiderStore: A Native Main Memory Approach for Graph Storage. Proceedings of the 23nd Workshop Grundlagen von Datenbanken (GvDB 2011), Obergurgl, Austria.

PDF Cite

(2011). Recommending #-tags in Twitter. Proceedings of the Workshop on Semantic Adaptive Social Web 2011 in connection with the 19th International Conference on User Modeling, Adaptation and Personalization, UMAP 2011.

PDF Cite

(2011). Proceedings of the 23rd GI-Workshop on Grundlagen von Datenbanken, Obergurgl, Austria. . CEUR-WS.org.

PDF Cite

(2011). MySQL - Das Handbuch für Administratoren. Galileo Computing.

Cite

(2011). Key Recommendations for Infoboxes in Wikipedia.

PDF Cite

(2010). SpiderStore: Exploiting Main Memory for Efficient RDF Graph Representation and Fast Querying. Proceedings of the 1st International Workshop on Semantic Data Management (SemData) at the 36th International Conference on Very Large Data Bases (VLDB 2010), Singapore.

PDF Cite

(2010). SnoopyDB: Narrowing the Gap between Structured and Unstructured Information using Recommendations. HT'10, Proceedings of the 21st ACM Conference on Hypertext and Hypermedia, Toronto, Ontario, Canada, June 13-16, 2010.

PDF Cite DOI

(2010). Recommending Structure in Collaborative Semistructured Information Systems. RecSys ‘10: Proceedings of the third ACM Conference on Recommender systems.

PDF Cite DOI

(2010). Recommendation-Based Evolvement of Dynamic Schemata in Semistructured Information Systems. Proceedings of the 22nd Workshop Grundlagen von Datenbanken (GvDB 2010), Bad Helmstedt, Germany.

PDF Cite