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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
UMAP 2020   ACM International Conference on User Modeling, Adaptation and Personalization
Bias 2020   International Workshop on Algorithmic Bias in Search and Recommendation
RecSys@FLAIRS 2020   Recommender Systems Track at FLAIRS Conference
ICDM 2020   20th IEEE International Conference on Data Mining
JDSA SI 2020   Springer Journal Special Issue on Data Science for Next-Generation Recommender Systems
EDRECSYS 2020   EDRECSYS@LAK2020: The 5th International Workshop on Educational Recommender Systems
ECIAIR 2020   2nd European Conference on the Impact of Artificial Intelligence and Robotics
DATA 2020   AI and Big Data in Cancer: From Innovation to Impact
ADC 2020   The 31st Australasian Database Conference