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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.

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2020

Measuring Recommendation Explanation Quality: The Conflicting Goals of Explanations Conference

Krisztian Balog; Filip Radlinski

Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '20), New York, 2020, (Pre SFI).

Abstract | BibTeX | Tags: HCI design and evaluation methods, Human-centered computing, Information Systems, Recommender systems, WP2: User Modeling Personalization and Engagement | Links:

With a little help from my peers: depicting social norms in a recommender interface to promote energy conservation Conference

Alain D. Starke; Martijn C. Willemsen; Chris C.P. Snijders

(March 2020), 2020.

Abstract | BibTeX | Tags: Decision Support System, Human computer interaction, Human-centered computing, Information Systems, User studies | Links:

2019

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

Maurizio Ferrari Dacrema; Paolo Cremonesi; Dietmar Jannach

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

Abstract | BibTeX | Tags: Collaborative filtering, General and referance, Information Systems, Recommender systems, WP2: User Modeling Personalization and Engagement | Links:

2018

Evaluation of Session-based Recommendation Algorithms Journal Article

Malte Ludewig; Dietmar Jannach

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

Abstract | BibTeX | Tags: Evaluation, General and referance, Information Systems, Recommender systems, WP2: User Modeling Personalization and Engagement | Links:

Sequence-Aware Recommender Systems Journal Article

Massimo Quadrana; Paolo Cremonesi; Dietmar Jannach

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

Abstract | BibTeX | Tags: Collaborative filtering, Computing Methodology, Information Systems, Recommender systems, WP2: User Modeling Personalization and Engagement | Links:

2017

Effective User Interface Designs to Increase Energy-efficient Behavior in a Rasch-based Energy Recommender System Conference

Alain D. Starke; Martijn C. Willemsen; Chris C.P. Snijders

(August 2017), 2017.

Abstract | BibTeX | Tags: Applied computing, Human-centered computing, Information Systems | Links:

Exploring the semantic gap for movie recommendations Conference

Mehdi Elahi; Yashar Deldjoo; Farshad Bakhshandegan Moghaddam; Leonardo Cella; Stefano Cerada; Paolo Cremonesi

Proceedings of the Eleventh ACM Conference on Recommender Systems, Association for Computing Machinery New York, 2017, (Pre SFI).

Abstract | BibTeX | Tags: Information Systems, Recommender systems, WP2: User Modeling Personalization and Engagement | Links:

2016

VizRec: Recommending Personalized Visualizations Journal Article

Belgin Mutlu; Eduardo Veas; Christoph Trattner

ACM Transactions on Interactive Intelligent Systems (TiiS), 6 (4), pp. 1-40, 2016, (Pre SFI).

Abstract | BibTeX | Tags: CCS Concepts, Collaborative filtering;, Content ranking, Human-centered computing, Information Systems, Personalization | Links: