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ImpactRS 2019 : Workshop on the Impact of Recommender Systems


When Sep 19, 2019 - Sep 19, 2019
Where Copenhagen, Denmark
Submission Deadline Jul 1, 2019
Notification Due Jul 29, 2019
Final Version Due Aug 27, 2019
Categories    recommender systems   online evaluation   offline evaluation   business metrics

Call For Papers

Research in the area of recommender systems is largely focused on helping individual users finding items they are interested in.

Recommender systems can have broad directly-measurable impacts, e.g., such that go beyond the individual user or the short term influence. A recommender system on a news platform, for example, can lead to a shift in the reading patterns of the entire user base. On the other hand, recommender systems usually serve certain business goals and can have an impact not only on the customers, e.g., by stimulating higher engagement on a media streaming platform or a social network, but also direct and indirect affect sales, revenue or conversion and churn rates.

The topics of interest include, e.g.,
* Field studies on the impact and business value of recommender systems
* Offline evaluation protocols and measures to assess the impact or recommenders
* User studies on the effects of recommenders on users, e.g., on decision making
* Simulation-based approaches to impact assessment
* Price- and profit-awareness of recommender systems
* Network effects of recommender systems
* Multi-stakeholder recommender systems
* Beyond accuracy optimization methods for recommender systems (e.g., business metrics, user satisfaction)
* Long-term implications of deployed recommender systems

Related Resources

DLRS 2021   Call for Papers: Topical Issue on Deep Learning for Recommender Systems
Recommender Systems 2020   Data Science for Next-Generation Recommender Systems
Bias 2021   Second International Workshop on Algorithmic Bias in Search and Recommendation
Recommender systems 2020   Scopus/Springer Special issue: Data Science for Next-Generation Recommender Systems with International Journal of Data Science and Analytics
Recommender systems 2021   SN Computer Science Call for Papers: Topical Issue on Advanced Theories and Algorithms for Next-generation Recommender Systems
SMC 2021   IEEE International Conference on Systems, Man, and Cybernetics
NeuRec 2020   ICDM Workshop on Recommender Systems 2020
UVS-Oman 2022   The 2nd International Conference on Unmanned Vehicle Systems (UVS-Oman 2022) - IEEE
ICSRS--Scopus & EI Compendex 2021   2021 5th International Conference on System Reliability and Safety (ICSRS 2021)--Scopus & EI Compendex
IEEE--ICCIS--Ei and Scopus 2021   IEEE--2021 5th International Conference on Communication and Information Systems (ICCIS 2020)--Ei Compendex, Scopus