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Recommender Systems
Research topic
User-centered recommender systems
Publication (2023)
How Users Ride the Carousel: Exploring the Design of Multi-List Recommender Interfaces From a User Perspective
Publication (2023)
Hootle
Research development
Recommender Systems Alone Are Not Everything: Towards a Broader Perspective in the Evaluation of Recommender Systems
Publication (2022)
Multi-list interfaces for recommender systems: Survey and future directions
Publication (2023)
Health Recommender Systems for Mental Health Promotion
Publication (2022)
Blended Recommending
Research development
Intelligent Interactive Systems
Research area
A comparative study of item space visualizations for recommender systems
Publication (2023)
Mental Models, Explanations, Visualizations: Promoting User-Centered Qualities in Recommender Systems
Publication (2022)
Explaining Recommendations through Conversations: Dialog Model and the Effects of Interface Type and Degree of Interactivity
Publication (2023)
ConvEx-DS: A Dataset for Conversational Explanations in Recommender Systems
Publication (2021)
PAX
Research development
TagMF
Research development
Previous and recurring courses
Web page
Development of an Instrument for Measuring Users’ Perception of Transparency in Recommender Systems
Publication (2022)
Recommender Systems
Lecture (summer semester 2023)
The Dual Echo Chamber: Modeling Social Media Polarization for Interventional Recommending
Publication (2021)
Eye Tracking Analysis
Services
An Interactive Hybrid Approach to Generate Explainable and Controllable Recommendations
Publication (2021)
Meta-Intents in Conversational Recommender Systems
Publication (2022)
Argument-Based Decision Support for Recommender Systems
Funded research project
User-centred conversational recommender systems
Seminar (winter semester 2023)
Argumentative Explanations for Recommendations Based on Reviews
Publication (2022)
Conversational Review-based Explanations for Recommender Systems: Exploring Users’ Query Behavior
Publication (2021)
Interactive Systems Research Group
Web page
Recommender Systems
Lecture (summer semester 2022)
Untersuchung zum Zusammenhang von Nutzereigenschaften mit dem Nutzungsverhalten und den gelernten Faktoren in interaktiven Empfehlungssystemen
Student thesis (2023)
Featuristic: An interactive hybrid system for generating explainable recommendations – Beyond system accuracy
Publication (2020)
Blending Conversational Product Advisors and Faceted Filtering in a Graph-Based Approach
Publication (2023)
Mixed-Modality Interaction in Conversational Recommender Systems
Publication (2021)
Beyond Algorithmic Fairness in Recommender Systems
Publication (2021)
Modeling User Interaction at the Convergence of Filtering Mechanisms, Recommender Algorithms and Advisory Components
Publication (2021)
In-Store Augmented Reality-Enabled Product Comparison and Recommendation
Publication (2020)
FairWays
Funded research project
Effects of Interactivity and Presentation on Review-Based Explanations for Recommendations
Publication (2021)
Integrating Behavior Change and Persuasive Design Theories into an Example Mobile Health Recommender System
Publication (2021)
Explaining Recommendations by Means of Aspect-Based Transparent Memories
Publication (2020)
Towards a User Integration Framework for Personal Health Decision Support and Recommender Systems
Publication (2021)
Effects of Argumentative Explanation Types on the Perception of Review-Based Recommendations
Publication (2020)
Measuring the Impact of Recommender Systems – A Position Paper on Item Consumption in User Studies
Publication (2019)
Games with a Purpose for Understanding Latent Factors
Research development
Let Me Explain: Impact of Personal and Impersonal Explanations on Trust in Recommender Systems
Publication (2019)
Psychological User Characteristics and Meta-Intents in a Conversational Product Advisor
Publication (2022)
On the Use of Feature-based Collaborative Explanations: An Empirical Comparison of Explanation Styles
Publication (2020)
Events
Web page