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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

Recommender Systems 2020   Data Science for Next-Generation Recommender Systems
Recommender systems 2020   Scopus/Springer Special issue: Data Science for Next-Generation Recommender Systems with International Journal of Data Science and Analytics
NeuRec 2020   ICDM Workshop on Recommender Systems 2020
JDSA SI 2020   Springer Journal Special Issue on Data Science for Next-Generation Recommender Systems
iMpacT 2020   AMTA 2020 Workshop on the Impact of Machine Translation
IRSMM 2020   MDPI Information Special Issue: Information Retrieval and Social Media Mining
APCRAS 2021   2021 2nd Asia-Pacific Conference on Robotics and Autonomous Systems (APCRAS 2021)
APEEN 2021   APEEN2021 Conference: Energy Transition and Sustainability
SI Algo Bias & Fairness 2020   Special Issue on Algorithmic Bias and Fairness in Search and Recommendation - Information Processing & Management (I.F. 3.892)
ACM--RSAE--EI Compendex, Scopus 2021   ACM--2021 The 3rd International Conference on Robotics Systems and Automation Engineering (RSAE 2021)--EI Compendex, Scopus