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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 2021   SN Computer Science Call for Papers: Topical Issue on Advanced Theories and Algorithms for Next-generation Recommender Systems
MORS 2022   2nd workshop on multi-objective recommender systems
ORSUM 2022   5th Workshop on Online Recommender Systems and User Modeling (ACM RecSys 2022)
ECIR 2022   European Conference on Information Retrieval
CPSIOT 2022   2022 International Conference on Cyber Physical Systems and IoT(CPSIOT 2022)
Affective Recommender Systems 2022   Special Issue on Affective Recommender Systems @ Applied Sciences
NSDI 2023   20th USENIX Symposium on Networked Systems Design and Implementation
PODS 2023   Symposium on Principles of Database Systems
IRS-Frontiers 2022   Frontiers in Big Data - Industrial Recommender Systems
Electronics SI 2022   Electronics: Special Issue on Cybersecurity and Privacy Issues in Cyber-Physical Systems and Industrial Control Systems