Dominik Kowald

Publikationen

Publikationen pro Jahr 2013 2015 2017 2018 2019 2021 2022

• 41 Beitrag in einem Konferenzband
• 11 Artikel
• 7 Preprint
• 5 Konferenzartikel
• 11 Mehr
  • 4 Beitrag in Buch/Bericht
  • 4 Paper
  • 1 Poster
  • 1 Abstract
  • 1 Editorial

Publikationen pro Jahr

Publikationen pro Jahr

Suchergebnisse

• 2022

  Popularity Bias in Collaborative Filtering-Based Multimedia Recommender Systems

  Kowald, D. & Lacic, E., 2022, Advances in Bias and Fairness in Information Retrieval - 3rd International Workshop, BIAS 2022, Revised Selected Papers: Third International Workshop, BIAS 2022, Stavanger, Norway, April 10, 2022, Revised Selected Papers. Boratto, L., Marras, M., Faralli, S. & Stilo, G. (Hrsg.). S. 1-11 11 S. (Communications in Computer and Information Science; Band 1610 CCIS).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  Datei

  • Multimedia Systems 100%
  • Collaborative Filtering 94%
  • Recommender Systems 92%
  • Collaborative filtering 63%
  • Recommender systems 55%

• Recommendations in a Multi-Domain Setting: Adapting for Customization, Scalability and Real-Time Performance

  Lacic, E. & Kowald, D., 11 Apr. 2022, Industry-Day Track of European Conference on Information Retrieval.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband

  Open Access

  • Recommender systems 100%
  • Scalability 80%
  • Industry 19%
  • Students 16%
  • Graph structures 13%

• What Drives Readership? An Online Study on User Interface Types and Popularity Bias Mitigation in News Article Recommendations

  Lacic, E., Fadljevic, L., Weissenboeck, F., Lindstaedt, S. & Kowald, D., 2022, Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Proceedings. Hagen, M., Verberne, S., Macdonald, C., Seifert, C., Balog, K., Nørvåg, K. & Setty, V. (Hrsg.). Springer, S. 172-179 8 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 13186 LNCS).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • User Interface 100%
  • Recommendations 69%
  • User interfaces 56%
  • Mobile Devices 47%
  • Mobile computing 36%
• 2021

  Analyzing item popularity bias of music recommender systems: Are different genders equally affected?

  Lesota, O., Melchiorre, A., Rekabsaz, N., Brandl, S., Kowald, D., Lex, E. & Schedl, M., 13 Sep. 2021, RecSys 2021 - 15th ACM Conference on Recommender Systems. Association of Computing Machinery, S. 601-606 6 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Recommender systems 100%
  • Collaborative filtering 37%
  • Amplification 34%
  • Experiments 23%

• My friends also prefer diverse music: homophily and link prediction with user preferences for mainstream, novelty, and diversity in music

  Duricic, T., Kowald, D., Schedl, M. & Lex, E., 8 Nov. 2021, Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021. Coscia, M., Cuzzocrea, A. & Shu, K. (Hrsg.). S. 447-454 8 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband

  Datei

  • music 100%
  • artist 76%
  • friendship 36%
  • Group 3%

• Position Paper on Simulating Privacy Dynamics in Recommender Systems

  Müllner, P., Lex, E. & Kowald, D., 14 Sep. 2021, (Angenommen/In Druck) Workshop on Simulation Methods for Recommender Systems at ACM RecSys 2021.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband

  Datei

  • Recommender systems 100%
  • Data privacy 34%
  • Macros 15%

• Robustness of Meta Matrix Factorization Against Strict Privacy Constraints

  Muellner, P., Kowald, D. & Lex, E., 2021, Advances in Information Retrieval: 43rd European Conference on IR Research, ECIR 2021, Proceedings. Hiemstra, D., Moens, M-F., Mothe, J., Perego, R., Potthast, M. & Sebastiani, F. (Hrsg.). Cham: Springer Science and Business Media Deutschland GmbH, Band 2. S. 107-119 13 S. (Lecture Notes in Computer Science; Band 12657 ).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Meta-learning 100%
  • Privacy 64%
  • Matrix Factorization 63%
  • Factorization 50%
  • Robustness 42%
• 2020

  Empirical Comparison of Graph Embeddings for Trust-Based Collaborative Filtering

  Duricic, T., Hussain, H., Lacic, E., Kowald, D., Helic, D. & Lex, E., 1 Jan. 2020, Foundations of Intelligent Systems - 25th International Symposium, ISMIS 2020, Proceedings. Helic, D., Stettinger, M., Felfernig, A., Leitner, G. & Ras, Z. W. (Hrsg.). Springer Science and Business Media Deutschland GmbH, S. 181-191 11 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12117 LNAI).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Collaborative Filtering 100%
  • Graph Embedding 81%
  • Collaborative filtering 66%
  • Random walk 50%
  • Recommendations 31%

• Slow is Good: The Effect of Diligence on Student Performance in the Case of an Adaptive Learning System for Health Literacy

  Fjadljevic, L., Kowald, D., Maitz, K., Pammer-Schindler, V. & Klicpera-Gasteiger, B., 23 März 2020, LAK 2020 Conference Proceedings - Celebrating 10 years of LAK: Shaping the Future of the Field - 10th International Conference on Learning Analytics and Knowledge. S. 112-117 6 S. (ACM International Conference Proceeding Series).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Learning systems 100%
  • Students 72%
  • Health 71%
  • Medicine 8%

• The unfairness of popularity bias in music recommendation: A reproducibility study

  Kowald, D., Schedl, M. & Lex, E., 1 Jan. 2020, Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Proceedings. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (Hrsg.). Springer, S. 35-42 8 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 12036 LNCS).

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  Open Access

  • Reproducibility 100%
  • Music 95%
  • Recommendations 78%
  • Recommender systems 36%
  • Recommender Systems 17%

• Utilizing Human Memory Processes to Model Genre Preferences for Personalized Music Recommendations

  Kowald, D., Lex, E. & Schedl, M., 24 März 2020, (Angenommen/In Druck) Proceedings of the 25th International Conference on Intelligent User Interfaces. New York, NY: Association of Computing Machinery, 10 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband

  • Computer music 100%
  • Data storage equipment 41%
  • Transparency 35%
• 2019

  A Real-Life School Study of Confirmation Bias and Polarisation in Information Behaviour

  Kopeinik, S., Lex, E., Kowald, D., Albert, D. & Seitlinger, P., 1 Jan. 2019, Transforming Learning with Meaningful Technologies - 14th European Conference on Technology Enhanced Learning, EC-TEL 2019, Proceedings. Scheffel, M., Broisin, J., Pammer-Schindler, V., Ioannou, A. & Schneider, J. (Hrsg.). Springer-Verlag Italia, S. 409-422 14 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 11722 LNCS).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Polarization 100%
  • Life 77%
  • Information services 49%
  • Information Services 45%
  • Learning 34%

• Evaluating Tag Recommendations for E-Book Annotation Using a Semantic Similarity Metrik

  Kowald, D., Lacic, E., Theiler, D., Traub, M., Kuffer, L., Lindstaedt, S. & Lex, E., 2019, REVEAL Workshop co-located with RecSys'2019. Kopenhagen, Denmark

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Recommender systems 100%
  • Semantics 68%
  • Metadata 49%

• The impact of time on hashtag reuse in twitter: A cognitive-inspired hashtag recommendation approach

  Lex, E. & Kowald, D., 1 Jan. 2019, INFORMATIK 2019: 50 Jahre Gesellschaft fur Informatik - Informatik fur Gesellschaft Konferenzbeitrage der 49. Jahrestagung der Gesellschaft fur Informatik. David, K., Geihs, K., Lange, M. & Stumme, G. (Hrsg.). Gesellschaft fur Informatik (GI), S. 285-286 2 S. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); Band 294).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Data storage equipment 100%
  • Benchmarking 85%
  • Electric sparks 82%
  • Experiments 29%

• Using the Open Meta Kaggle Dataset to Evaluate Tripartite Recommendations in Data Markets

  Kowald, D., Traub, M., Theiler, D., Gursch, H., Lacic, E., Lindstaedt, S., Kern, R. & Lex, E., 2019, REVEAL Workshop co-located with RecSys'2019.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Recommender systems 100%
  • Collaborative filtering 56%
• 2018

  AFEL - Analytics for Everyday Learning

  D'Aquin, M., Kowald, D., Fessl, A., Lex, E. & Thalmann, S., 23 Apr. 2018, The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018. Association of Computing Machinery, S. 439-440 2 S. (The Web Conference 2018 - Companion of the World Wide Web Conference, WWW 2018).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  Open Access

  • Electric grounding 100%
  • Data mining 77%
  • Concretes 63%
  • Industry 40%

• The Impact of Semantic Context Cues on the User Acceptance of Tag Recommendations: An Online Study

  Kowald, D., Seitlinger, P., Ley, T. & Lex, E., 6 März 2018, Companion Proceedings to the Web Conference 2018. S. 1-2

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  • Semantics 100%
  • Personnel 55%

• Trust-based collaborative filtering: Tackling the cold start problem using regular equivalence

  Duricic, T., Kowald, D., Lacic, E. & Lex, E., 27 Sep. 2018, RecSys 2018 - 12th ACM Conference on Recommender Systems. Association of Computing Machinery, S. 446-450 5 S.

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Collaborative filtering 100%
  • Recommender systems 44%
• 2017

  AFEL: Towards Measuring Online Activities Contributions to Self-Directed Learning

  d’Aquin, M., Adamou, A., Dietze, S., Fetahu, B., Gadiraju, U., Hasani-Mavriqi, I., Holtz, P., Kimmerle, J., Kowald, D., Lex, E., L´opez Sola, S., Maturana, R. A., Sabol, V., Troullinou, P. & Veas, E. E., 2017, CEUR Workshop Proceedings. (CEUR Workshop Proceedings; Band 1997).

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Facings 100%
  • Ethical aspects 97%
  • Momentum 68%

• Overcoming the Imbalance Between Tag Recommendation Approaches and Real-World Folksonomy Structures with Cognitive-Inspired Algorithm

  Kowald, D. & Lex, E., 2017, European Symposium on Computational Social Sciences.

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• Tailoring Recommendations for a Multi-Domain Environment

  Lacic, E., Lex, E. & Kowald, D., 2017, ACM International Conference on Recommender Systems 2017.

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• Temporal Effects on Hashtag Reuse in Twitter: A Cognitive-Inspired Hashtag Recommendation Approach: A cognitive-inspired hashtag recommendation approach

  Pujari, S. C., Lex, E. & Kowald, D., 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, S. 1401-1410 10 S. 3052605

  Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

  • Data storage equipment 100%

• The TagRec framework as a toolkit for the development of tag-based recommender systems

  Kowald, D., Kopeinik, S. & Lex, E., 9 Juli 2017, UMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization. Association of Computing Machinery, S. 23-28 6 S.

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  • Recommender systems 100%
• 2016

  High Enough? Explaining and Predicting Traveler Satisfaction Using Airline Reviews

  Kowald, D., Lacic, E. & Lex, E., 2016, Proceedings of the 27th ACM Conference on Hypertext and Social Media.

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• Need Help? Recommending Social Care Institutions

  Traub, M., Lacic, E., Kowald, D., Kahr, M. & Lex, E., 2016, Workshop on Recommender Systems and Big Data Analytics co-located with i-know 2016 conference.

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• The Influence of Frequency, Recency and Semantic Context on the Reuse of Tags in Social Tagging Systems

  Kowald, D. & Lex, E., 2016, Proceedings of the 27th ACM Conference on Hypertext and Social Media.

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• Which Algorithms Suit Which Learning Environments? A Comparative Study of Recommender Systems in TEL.

  Kopeinik, S., Kowald, D. & Lex, E., Sep. 2016, Adaptive and Adaptable Learning: 11th European Conference on Technology Enhanced Learning. Springer Verlag, Band 9891. S. 124-138 14 S.

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• 2015

  Attention Please! A Hybrid Resource Recommender Mimicking Attention-Interpretation Dynamics

  Seitlinger, P. C., Kowald, D., Kopeinik, S., Hasani-Mavriqi, I., Ley, T. & Lex, E., 2015, Proceedings of 24th International World Wide Web Conference WWW’15. ., S. 339-345

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• Evaluating Tag Recommender Algorithms in Real-World Folksonomies: A Comparative Study

  Kowald, D. & Lex, E., 2015, Proceedings of RecSys'15. New York: Association of Computing Machinery, S. 505-509

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  Open Access

  Datei

• Modeling Cognitive Processes in Social Tagging to Improve Tag Recommendations

  Kowald, D., 2015, Proceedings of WWW'15. New York: Association of Computing Machinery, S. 505-509

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  Open Access

  Datei

• ScaR: Towards a Real-Time Recommender Framework Following the Microservices Architecture

  Lacic, E., Traub, M., Kowald, D. & Lex, E., 2015, Proceedings of the Workshop on Large Scale Recommender Systems (LSRS2015) at RecSys 2015. ., S. ---

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  Open Access

  Datei

• Smart Booking Without Looking: Providing Hotel Recommendations in the TripRebel Portal

  Traub, M., Kowald, D., Lacic, E., Schoen, P., Supp, G. & Lex, E., 2015, Proceedings of the i-KNOW 2015 Conference. ., S. 50:1-50:4

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• Tackling Cold-Start Users in Recommender Systems with Indoor Positioning Systems

  Lacic, E., Kowald, D., Traub, M., Luzhnica, G., Simon, J. P. & Lex, E., 2015, Poster Proceedings of the 9th {ACM} Conference on Recommender Systems. New York, NY, USA: Association of Computing Machinery, S. ---

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  Open Access

  Datei

• The Social Semantic Server: A Flexible Framework to Support Informal Learning at the Workplace

  Dennerlein, S. M., Kowald, D., Lex, E., Theiler, D., Lacic, E. & Ley, T. T., 2015, Proceedings of the 15th International Conference on Knowledge Management and Knowledge Technologies (i-Know '15). ., S. 0-1

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• 2014

  Long time no see: the probability of reusing tags as a function of frequency and recency

  Kowald, D., Seitlinger, P. C., Trattner, C. & Ley, T., 2014, WWW Companion '14 Proceedings of the companion publication of the 23rd international conference on World wide web companion. New York: ., S. 463-468

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  Open Access

  Datei

• Recommending Items in Social Tagging Systems Using Tag and Time Information

  Lacic, E., Kowald, D., Seitlinger, P. C., Trattner, C. & Parra, D., 2014, In Proceedings of the 1st Social Personalization Workshop co-located with the 25th ACM Conference on Hypertext and Social Media. New York, NY, USA: Association of Computing Machinery, S. 4-9

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  Open Access

  Datei

• SocRecM: A Scalable Social Recommender Engine for Online Marketplaces

  Lacic, E., Kowald, D. & Trattner, C., 2014, In Proceedings of the 25th ACM Conference on Hypertext and Social Media. New York, NY, USA: Association of Computing Machinery, S. ---

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  Open Access

  Datei

• TagRec: Towards A Standardized Tag Recommender Benchmarking Framework

  Kowald, D., Lacic, E. & Trattner, C., 2014, In Proceedings of the 25th ACM Conference on Hypertext and Social Media. New York, NY, USA: Association of Computing Machinery, S. ---

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  Open Access

  Datei

• Towards a Scalable Social Recommender Engine for Online Marketplaces: The Case of Apache Solr

  Lacic, E., Kowald, D., Parra, D., Kahr, M. & Trattner, C., 2014, Proceedings of the Companion Publication of the 23rd International Conference on World Wide Web Companion. New York: ., S. 817-822

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  Open Access

  Datei
• 2013

  Recommending Tags with a Model of Human Categorization

  Seitlinger, P. C., Kowald, D., Trattner, C. & Ley, T., 2013, Proceedings of ACM International Conference on Information and Knowledge Management (CIKM 2013). ., S. 2381-2386

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• The Social Semantic Server A Framework to Provide Services on Social Semantic Network Data

  Kowald, D., Dennerlein, S. M., Theiler, D., Walk, S. & Trattner, C., 2013, Proceedings of the I-SEMANTICS 2013 Posters & Demonstrations Track co-located with 9th International Conference on Semantic Systems (I-SEMANTICS 2013). ., S. 50-54

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