Case-based reasoning
Communications of the ACM
The Wasabi Personal Shopper: a case-based recommender system
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Enriching buyers' experiences: the SmartClient approach
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Conversational Case-Based Reasoning
Applied Intelligence
Interactive Case-Based Reasoning in Sequential Diagnosis
Applied Intelligence
The FindMe Approach to Assisted Browsing
IEEE Expert: Intelligent Systems and Their Applications
Machine Learning
A Comparison of Incremental Case-Based Reasoning and Inductive Learning
EWCBR '94 Selected papers from the Second European Workshop on Advances in Case-Based Reasoning
Supporting Dialogue Inferencing in Conversational Case-Based Reasoning
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Refining Conversational Case Libraries
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Intelligent Sales Support with CBR
Case-Based Reasoning Technology, From Foundations to Applications
A Distributed Case-Based Reasoning Application for Engineering Sales Support
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Causal Query Elaboration in Conversational Case-Based Reasoning
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference
minimizing dialog length in interactive case-based reasoning
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
A case-based approach to knowledge navigation
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Acquiring Customers' Requirementsin Electronic Commerce
Artificial Intelligence Review
Introduction to the Special Issue on Explanation in Case-Based Reasoning
Artificial Intelligence Review
Explanation in Recommender Systems
Artificial Intelligence Review
Conversational Collaborative Recommendation --- An Experimental Analysis
Artificial Intelligence Review
Trust building with explanation interfaces
Proceedings of the 11th international conference on Intelligent user interfaces
Component retrieval using conversational case-based reasoning
Intelligent information processing II
A semantic-based fully visual application for matchmaking and query refinement in B2C e-marketplaces
ICEC '06 Proceedings of the 8th international conference on Electronic commerce: The new e-commerce: innovations for conquering current barriers, obstacles and limitations to conducting successful business on the internet
Trust-inspiring explanation interfaces for recommender systems
Knowledge-Based Systems
Enhancing the diversity of conversational collaborative recommendations: a comparison
Artificial Intelligence Review
Conversational Case-Based Recommendations Exploiting a Structured Case Model
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
CBR for CBR: A Case-Based Template Recommender System for Building Case-Based Systems
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Critique graphs for catalogue navigation
Proceedings of the 2008 ACM conference on Recommender systems
Prototyping recommender systems in jcolibri
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
A graphical shopping interface based on product attributes
Decision Support Systems
A Nonmonotonic Approach to Semantic Matchmaking and Request Refinement in E-Marketplaces
International Journal of Electronic Commerce
Spontaneous interaction with audiovisual contents for personalized e-commerce over Digital TV
Expert Systems with Applications: An International Journal
Using symbolic descriptions to explain similarity on CBR
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Semantic templates for case-based reasoning systems
The Knowledge Engineering Review
Application of a hybrid case-based reasoning approach in electroplating industry
Expert Systems with Applications: An International Journal
MiSPOT: dynamic product placement for digital TV through MPEG-4 processing and semantic reasoning
Knowledge and Information Systems
Experiments on the preference-based organization interface in recommender systems
ACM Transactions on Computer-Human Interaction (TOCHI)
Designing heterogeneous embedded network-on-chip platforms with users in mind
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
A recommender mechanism based on case-based reasoning
Expert Systems with Applications: An International Journal
Knowledge discovery from user preferences in conversational recommendation
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Component retrieval using knowledge-intensive conversational CBR
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
A knowledge-intensive method for conversational CBR
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Supporting generalized cases in conversational CBR
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Intelligent techniques for web personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Case-based recommender systems: a unifying view
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
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
Intelligent product search with soft-boundary preference relaxation
Expert Systems with Applications: An International Journal
jcolibri2: A framework for building Case-based reasoning systems
Science of Computer Programming
Template-Based Design in COLIBRI Studio
Information Systems
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Conversational Case-based Reasoning (CCBR) has been used successfully toimprove knowledge management in corporate activities as a problemsolver. In our past research, we developed CCBR systems in customersupport domains where CCBR systems played the role of customer supportagents. Based on these experiences, we have applied the same CCBRtechnologies to design the user-interface of e-commerce websites.ExpertClerk was designed as a tool for developing dialogue-basedfront-end systems for product databases. We first analyzed conversationmodels of human salesclerks interacting with customers. The goal of asalesclerk is to effectively match a customer's buying points and aproduct's selling points. To achieve this, the salesclerk alternatesbetween asking questions, proposing sample products, and observing thecustomer's responses. ExpertClerk imitates a human salesclerk. Itconsolidates the human shopper's requests by narrowing down a list ofmany products through a process of asking effective questions usingentropy (navigation-by-asking) and showing contrasting samples with anexplanation of their selling points (navigation-by-proposing). Thisrequest elaboration cycle is repeated until the shopper finds anappropriate product. In this article, we present the systemarchitecture, algorithms as well as empirical evaluations.