Prof. Dietmar Jannach

About us

Picture of Dietmar Jannach

Details

Role
Work Package Advisor and Key Researcher
Fields of Competence
Recommender Systems, Artificial Intelligence, Software Engineering
Connected to
WP2: User Modeling, Personalisation & Engagement
Affiliation
Universität Klagenfurt

Contact

Dietmar.Jannach@aau.at

/ Biography

Dietmar Jannach joined the Department of Artificial Intelligence and Cybersecurity at AAU Klagenfurt as a full professor in 2017. Before that, from 2008 to 2017, he was a full professor of Computer Science at TU Dortmund, Germany. His main research theme is related to the application of intelligent system technology to practical problems and the development of methods for building knowledge-intensive software applications. Generally, his research interest is broad and he has been working on a number of topics over the years, including recommender systems technology, knowledge-based systems development, constraint-based systems, semantic web applications and web mining, special topics in operations research and applications of AI planning as well as on specific software engineering problems in the area of the development and debugging of declarative programs. Among others, his research has been published in IEEE TKDE, Artificial Intelligence, JAIR, UMUAI, ACM TIST, ACM TiiS,  ACM TMIS, Journal of Web Semantics, J of Human Computer Studies, Journal of Systems and Software, Automated Software Engineering, IEEE Intelligent Systems, Annals of Operations Research, and in the proceedings of IJCAI, AAAI, RecSys, ICDM, CIKM, WSDM, or ISWC.

/ Publications

Publications from 2020 and before are not direct results of the SFI MediaFutures, but are key results from our team members working on related topics in MediaFutures.

2021

Towards Responsible Media Recommendation Journal Article

Elahi, Mehdi; Jannach, Dietmar; Skjærven, Lars; Knudsen, Erik; Sjøvaag, Helle; Tolonen, Kristian; Holmstad, Øyvind; Pipkin, Igor; Throndsen, Eivind; Stenbom, Agnes; Fiskerud, Eivind; Oesch, Adrian; Vredenberg, Loek; Trattner, Christoph

AI and Ethics , 2021.

Links | BibTeX

Exploring Multi-List User Interfaces for Similar-Item Recommendations Conference

Jannach, Dietmar; Jesse, Mathias; Jugovac, Michael; Trattner, Christoph

29th ACM International Conference on User Modeling, Adaptation and Personalization (UMAP '21) 2021.

Abstract | Links | BibTeX

2020

A Systematic Review and Taxonomy of Explanations in Decision Support and Recommender Systems Journal Article

Nunes, Ingrid; Jannach, Dietmar

User-Modeling and User-Adapted Interaction, 27 (3-5), pp. 393-444, 2020, (Pre SFI).

Abstract | Links | BibTeX

2019

Learning to Recommend Similar Items from Human Judgements Journal Article

Trattner, Christoph; Jannach, Dietmar

User Modeling and User-Adapted Interaction Journal, pp. 1-50, 2019, (Pre SFI).

Abstract | Links | BibTeX

Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches Conference

Dacrema, Maurizio Ferrari; Cremonesi, Paolo; Jannach, Dietmar

Proceedings of the 2019 ACM Conference on Recommender Systems (RecSys 2019), Copenhagen, 2019, (Pre SFI).

Abstract | Links | BibTeX

2018

Evaluation of Session-based Recommendation Algorithms Journal Article

Ludewig, Malte; Jannach, Dietmar

User-Modeling and User-Adapted Interaction, 28 (4-5), pp. 331-390, 2018, (Pre SFI).

Abstract | Links | BibTeX

Sequence-Aware Recommender Systems Journal Article

Quadrana, Massimo; Cremonesi, Paolo; Jannach, Dietmar

ACM Computing Surveys, 51 (4), pp. 1-35, 2018, (Pre SFI).

Abstract | Links | BibTeX

2016

Recommender Systems - Beyond Matrix Completion Journal Article

Jannach, Dietmar; Tuzhilin, Alexander; Zanker, Markus

Communications of the ACM, 59 (11), pp. 94-102, 2016, (Pre SFI).

Abstract | Links | BibTeX