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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

ECIR 2022   European Conference on Information Retrieval
RecSys 2021   15th ACM Conference on Recommender Systems
JDSA SI 2021   Springer Journal Special Issue on Data Science for Next-Generation Recommender Systems
SIUSAI 2022   2022 International Symposium on Intelligent Unmanned Systems and Artificial Intelligence (SIUSAI 2022)
BDCC 2021   Big Data and Cognitive Computing, Special Issue on Recommendation, Information Retrieval, and Exploratory Search
DLRS 2021   Call for Papers: Topical Issue on Deep Learning for Recommender Systems
Special issue on Recommender systems 2021   Scopus/Springer Special issue: Data Science for Next-Generation Recommender Systems with International Journal of Data Science and Analytics
MDPI-Electronics-SI-QualRiskDistribSys 2022   MDPI Electronics Special Issue on Quality Assurance and Risk Mitigation in Large-Scale Distributed Systems
ICSR 2022   20th International Conference on Software and Systems Reuse
WAISE 2021   4th International Workshop on Artificial Intelligence Safety Engineering