Explaining collaborative filtering recommendations
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Conversational Case-Based Reasoning
Applied Intelligence
Interactive Case-Based Reasoning in Sequential Diagnosis
Applied Intelligence
Artificial Intelligence Review
Interactive Critiquing forCatalog Navigation in E-Commerce
Artificial Intelligence Review
Comparison-Based Recommendation
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Explanation in Case-Based Reasoning---Perspectives and Goals
Artificial Intelligence Review
Artificial Intelligence Review
Increasing dialogue efficiency in case-based reasoning without loss of solution quality
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
minimizing dialog length in interactive case-based reasoning
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Explanation in Case-Based Reasoning---Perspectives and Goals
Artificial Intelligence Review
The Explanatory Power of Symbolic Similarity in Case-Based Reasoning
Artificial Intelligence Review
Artificial Intelligence Review
Explanations of recommendations
Proceedings of the 2007 ACM conference on Recommender systems
samap: An user-oriented adaptive system for planning tourist visits
Expert Systems with Applications: An International Journal
UM '07 Proceedings of the 11th international conference on User Modeling
Computable Models of the Law
Persuasion in Knowledge-Based Recommendation
PERSUASIVE '08 Proceedings of the 3rd international conference on Persuasive Technology
The Effectiveness of Personalized Movie Explanations: An Experiment Using Commercial Meta-data
AH '08 Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
The effects of transparency on trust in and acceptance of a content-based art recommender
User Modeling and User-Adapted Interaction
Do you know?: recommending people to invite into your social network
Proceedings of the 14th international conference on Intelligent user interfaces
Explaining the Relevance of Court Decisions to Laymen
Proceedings of the 2007 conference on Legal Knowledge and Information Systems: JURIX 2007: The Twentieth Annual Conference
Explanation of a Clustered Case Memory Organization
Proceedings of the 2007 conference on Artificial Intelligence Research and Development
Personalized recommendation of social software items based on social relations
Proceedings of the third ACM conference on Recommender systems
Product retrieval based on semantic similarity of consumer reviews to natural language query
International Journal of Knowledge and Web Intelligence
Off the beaten track: a mobile field study exploring the long tail of tourist recommendations
Proceedings of the 12th international conference on Human computer interaction with mobile devices and services
Social summarization in collaborative web search
Information Processing and Management: an International Journal
Proceedings of the fourth ACM conference on Recommender systems
dbrec: music recommendations using DBpedia
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II
The fun begins with retrieval: explanation and CBR
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Completeness criteria for retrieval in recommender systems
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Evaluating CBR systems using different data sources: a case study
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
A generalized taxonomy of explanations styles for traditional and social recommender systems
Data Mining and Knowledge Discovery
Context relevance assessment and exploitation in mobile recommender systems
Personal and Ubiquitous Computing
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
Investigating explanations to justify choice
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
User-oriented product search based on consumer values and lifestyles
PKAW'12 Proceedings of the 12th Pacific Rim conference on Knowledge Management and Acquisition for Intelligent Systems
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Knowledge-Based Systems
Demo: making plans scrutable with argumentation and natural language generation
Proceedings of the companion publication of the 19th international conference on Intelligent User Interfaces
How should I explain? A comparison of different explanation types for recommender systems
International Journal of Human-Computer Studies
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There is increasing awareness in recommender systems research of the need to make the recommendation process more transparent to users. Following a brief review of existing approaches to explanation in recommender systems, we focus in this paper on a case-based reasoning (CBR) approach to product recommendation that offers important benefits in terms of the ease with which the recommendation process can be explained and the system's recommendations can be justified. For example, recommendations based on incomplete queries can be justified on the grounds that the user's preferences with respect to attributes not mentioned in her query cannot affect the outcome. We also show how the relevance of any question the user is asked can be explained in terms of its ability to discriminate between competing cases, thus giving users a unique insight into the recommendation process.