Explanation facilities and interactive systems
IUI '93 Proceedings of the 1st international conference on Intelligent user interfaces
A case for interaction: a study of interactive information retrieval behavior and effectiveness
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Communications of the ACM
Explaining collaborative filtering recommendations
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Transparent Queries: investigation users' mental models of search engines
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project (The Addison-Wesley series in artificial intelligence)
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Recommending as personalized teaching: towards credible needs-based ecommerce recommender systems
Designing personalized user experiences in eCommerce
Recommender Systems Research: A Connection-Centric Survey
Journal of Intelligent Information Systems
Proceedings of the 10th international conference on Intelligent user interfaces
Social matching: A framework and research agenda
ACM Transactions on Computer-Human Interaction (TOCHI)
Trust building with explanation interfaces
Proceedings of the 11th international conference on Intelligent user interfaces
Interaction with user-adaptive information filters.: trust, transparency and acceptance.
CHI '07 Extended Abstracts on Human Factors in Computing Systems
Autonomy and Common Ground in Human-Robot Interaction: A Field Study
IEEE Intelligent Systems
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Persuasion in Recommender Systems
International Journal of Electronic Commerce
Trust-inspiring explanation interfaces for recommender systems
Knowledge-Based Systems
Elicitation of profile attributes by transparent communication
Proceedings of the 2007 ACM conference on Recommender systems
Explanations of recommendations
Proceedings of the 2007 ACM conference on Recommender systems
A Hybrid, Multi-dimensional Recommender for Journal Articles in a Scientific Digital Library
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
PeerChooser: visual interactive recommendation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Evaluation of automatic mobile playlist generator
Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
UM '07 Proceedings of the 11th international conference on User Modeling
Mood and Recommendations: On Non-cognitive Mood Inducers for High Quality Recommendation
APCHI '08 Proceedings of the 8th Asia-Pacific conference on Computer-Human Interaction
Adaptive Search Results Personalized by a Fuzzy Recommendation Approach
PIT '08 Proceedings of the 4th IEEE tutorial and research workshop on Perception and Interactive Technologies for Speech-Based Systems: Perception in Multimodal Dialogue Systems
A cross-cultural user evaluation of product recommender interfaces
Proceedings of the 2008 ACM conference on Recommender systems
The effects of transparency on trust in and acceptance of a content-based art recommender
User Modeling and User-Adapted Interaction
Evaluating Performance of Recommender Systems: An Experimental Comparison
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Tagsplanations: explaining recommendations using tags
Proceedings of the 14th international conference on Intelligent user interfaces
Awareness, training and trust in interaction with adaptive spam filters
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Evaluating Interface Variants on Personality Acquisition for Recommender Systems
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Experiments on the preference-based organization interface in recommender systems
ACM Transactions on Computer-Human Interaction (TOCHI)
Translating a knowledge base into HTML
Knowledge-Based Systems
Data mining for web personalization
The adaptive web
User interaction with user-adaptive information filters
UI-HCII'07 Proceedings of the 2nd international conference on Usability and internationalization
International Journal of Human-Computer Studies
A secure data repository for semantic federation of product information
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
Social media recommendation based on people and tags
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the fourth ACM conference on Recommender systems
Intelligent tagging interfaces: beyond folksonomy
UIST '10 Adjunct proceedings of the 23nd annual ACM symposium on User interface software and technology
Taking advice from intelligent systems: the double-edged sword of explanations
Proceedings of the 16th international conference on Intelligent user interfaces
User-centered design of preference elicitation interfaces for decision support
USAB'10 Proceedings of the 6th international conference on HCI in work and learning, life and leisure: workgroup human-computer interaction and usability engineering
Integrating user feedback with heuristic security and privacy management systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Explanation of spreading activation based recommendations
Proceedings of the 1st international workshop on Semantic models for adaptive interactive systems
Towards compositional design and evaluation of preference elicitation interfaces
HCD'11 Proceedings of the 2nd international conference on Human centered design
Recommender systems at the long tail
Proceedings of the fifth ACM conference on Recommender systems
A natural language argumentation interface for explanation generation in Markov decision processes
ADT'11 Proceedings of the Second international conference on Algorithmic decision theory
Intelligent techniques for web personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Advanced recommendation models for mobile tourist information
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
A generalized taxonomy of explanations styles for traditional and social recommender systems
Data Mining and Knowledge Discovery
Tell me more?: the effects of mental model soundness on personalizing an intelligent agent
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Asking the right person: supporting expertise selection in the enterprise
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
End-user interactions with intelligent and autonomous systems
CHI '12 Extended Abstracts on Human Factors in Computing Systems
Evaluating recommender systems from the user's perspective: survey of the state of the art
User Modeling and User-Adapted Interaction
Evaluating the effectiveness of explanations for recommender systems
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
Reciprocity in effort to personalize: examining perceived effort as a signal for quality
Proceedings of the 14th Annual International Conference on Electronic Commerce
Social media-driven news personalization
Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web
Incorporating reliability measurements into the predictions of a recommender system
Information Sciences: an International Journal
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Proceedings of the 22nd international conference on World Wide Web
ACM Transactions on Interactive Intelligent Systems (TiiS)
Implementation of Context-Aware Item Recommendation through MapReduce Data Aggregation
Proceedings of International Conference on Advances in Mobile Computing & Multimedia
User Modeling and User-Adapted Interaction
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Recommender Systems act as a personalized decision guides, aiding users in decisions on matters related to personal taste. Most previous research on Recommender Systems has focused on the statistical accuracy of the algorithms driving the systems, with little emphasis on interface issues and the user's perspective. The goal of this research was to examine the role of transprency (user understanding of why a particular recommendation was made) in Recommender Systems. To explore this issue, we conducted a user study of five music Recommender Systems. Preliminary results indicate that users like and feel more confident about recommendations that they perceive as transparent.