Topics

User Interfaces

• Visual interfaces for recommender systems
• Explanation interfaces for recommender systems
• Collaborative multi-user interfaces (e.g., for group decision making)
• Spoken and natural language interfaces
• Trust-aware interfaces
• Social interfaces
• Context-aware interfaces
• Ubiquitous and mobile interfaces
• Conversational interfaces
• Example- and demonstration-based interfaces
• New approaches to designing interfaces for recommender systems
• User interfaces for decision making (e.g., decision strategies and user ratings)

Interaction, user modeling, and decision-making

• Cognitive Modeling for recommender systems
• Human-recommender interaction
• Controllability, transparency, and scrutability
• Decision theories and biases (e.g., priming, framing, and decoy effects)
• Detection and avoidance of decision biases (e.g., in item presentations)
• Preference detection (e.g., eye tracking for automated preference detection)
• The role of emotions in recommender systems (e.g., emotion‐aware recommendation)
• Trust inspiring recommendation (e.g., explanation‐aware recommendation)
• Argumentation and persuasive recommendation (e.g., argumentation‐aware recommendation)
• Cultural differences (e.g., culture‐aware recommendation)
• Mechanisms for effective group decision making (e.g., group recommendation heuristics)
• Decision theories for effective group decision making (e.g., hidden profile management)
• Voting Advice Applications

Evaluation

• Case studies
• Benchmarking platforms
• Empirical studies and evaluations of new interfaces
• Empirical studies and evaluations of new interaction designs
• Evaluation methods and metrics (e.g., evaluation questionnaire design)