HDMRS 2012 - Workshop on Human Decision Making in Recommender Systems

Website recsys.acm.org/2012 | Edit Freely

Category HDMRS 2012

Deadline: June 08, 2012 | Date: September 09, 2012

Venue/Country: Dublin, Ireland

Updated: 2012-05-02 23:27:49 (GMT+9)

Call For Papers - CFP

Topics of interest include but are not limited to:

Theories, algorithms and applications

Decision theories in recommender systems (e.g., priming, framing, and decoy effects)

Trust inspiring recommendation (e.g., explanation‐aware recommendation)

Persuasive recommendation (e.g., argumentation‐aware recommendation)

The role of emotions in recommender systems (e.g., emotion‐ware recommendation)

Mechanisms for effective group decision making (e.g., group recommendation heuristics)

Detection and avoidance of decision biases (e.g., in item presentations)

Sequential decision making and selection

Applications of the above mentioned features

User modeling and preference elicitation

Modelling user information search and decision making processes in recommender systems

Preference elicitation (e.g., eye tracking for automated preference detection)

Adaptive recommendation processes

Active approaches to preference elicitation

User interfaces

User interfaces for decision making (e.g., decision strategies and user ratings)

User interfaces for group decision making (e.g., group decision making in e‐tourism)

Explanations in Recommender Systems

Evaluation

User perceptions leading to the acceptance of recommendations

The role of diversity and serendipity for the acceptance of recommendations

Cultural differences (e.g., culture‐aware recommendation)

Empirical studies and innovative metrics of system performance

Important dates

Paper submission deadline: June 15th

Notification of acceptance: July 15th

Camera-ready version deadline: July 31st

Workshop day: September 9th