Topics

Topics of interest include, but are not limited to:

User Interfaces

  • Visual interfaces
  • Explanation interfaces
  • Ethical issues (Fairness and Biases) in explainable interfaces
  • Collaborative multi-user interfaces
  • Spoken and natural language interfaces
  • Trust-aware interfaces
  • Social interfaces
  • Context-aware interfaces
  • Ubiquitous and mobile interfaces
  • Interactive recommender interface
  • Conversational interfaces
  • Example- and demonstration-based interfaces
  • New approaches to designing interfaces
  • User interfaces for decision-making (e.g., decision strategies and user ratings)
  • UIs counteracting decision manipulation
  • User interfaces and cognitive overload
  • Psychological aspects of privacy-aware recommendation interfaces
  • Generative AI for Recommender Systems interfaces

Interaction, user modeling, and decision-making

  • Cognitive Modeling for Recommender Systems
  • Symbiotic recommender systems
  • Explainability of decision-making models
  • User-adaptive XAI systems
  • Controllability, transparency, and scrutability of decision-making models
  • Decision theories and biases (e.g., priming, framing)
  • Detection and avoidance of decision biases
  • Preference construction mechanisms (e.g., eye tracking)
  • The role of emotions in recommender systems
  • Trust inspiring UIs (e.g., explanation-aware RSs)
  • Argumentation & persuasive recommendation (e.g., aspects of nudging in RSs)
  • Cultural differences (e.g., culture-aware RSs)
  • 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
  • Human-LLMs interaction, prompting, and chaining

Evaluation

  • User-centric evaluation for Symbiotic AI interfaces
  • Application descriptions and related case studies in Human-Centered Recommender Systems
  • Benchmarking platforms for Human-Centered Recommender Systems
  • Empirical studies and evaluations of new interfaces
  • Empirical studies and evaluations of new interaction designs
  • Evaluation methods and metrics in the era of LLMs
  • Psychological aspects in user-centric evaluation
  • Case studies