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ImpactRS 2019 : Workshop on the Impact of Recommender Systems

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Link: https://impactrs19.github.io/
 
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

RecSys 2021   15th ACM Conference on Recommender Systems
KaRS 2021   3rd Knowledge-aware and Conversational Recommender Systems Workshop 2021 @ ACM RecSys
DLRS 2021   Call for Papers: Topical Issue on Deep Learning for Recommender Systems
FAccTRec 2021   RecSys2021 workshop: The 4th FAccTRec Workshop on Responsible Recommendation
NeuRec@ICDM 2021   Second International Workshop on Neural Recommender Systems @ ICDM-21
ICAART 2022   14th International Conference on Agents and Artificial Intelligence
MDPI Mathematics InSysModGraph 2021   Special Issue Information Systems Modeling Based on Graph Theory
NeuRec@ICDM 2021   2nd International Workshop on Neural Recommender Systems @ ICDM-21
OHARS 2021   2nd Workshop on Online Misinformation- and Harm-Aware Recommender Systems
DASFAA 2022   Database Systems for Advanced Applications