C4.5: programs for machine learning
C4.5: programs for machine learning
Bottom-up induction of oblivious read-once decision graphs
ECML-94 Proceedings of the European conference on machine learning on Machine Learning
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
A personalized television listings service
Communications of the ACM
Case-Based Reasoning: Experiences, Lessons and Future Directions
Case-Based Reasoning: Experiences, Lessons and Future Directions
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
Interactive Case-Based Reasoning in Sequential Diagnosis
Applied Intelligence
simVar: A Similarity-Influenced Question Selection Criterion for e-Sales Dialogs
Artificial Intelligence Review
Artificial Intelligence Review
A Generalised Approach to Similarity-Based Retrieval in Recommender Systems
Artificial Intelligence Review
An Expressive Query Language for Product Recommender Systems
Artificial Intelligence Review
Interactive Critiquing forCatalog Navigation in E-Commerce
Artificial Intelligence Review
Case-Based Reasoning Support for Online Catalog Sales
IEEE Internet Computing
Machine Learning
Learning Collaborative Information Filters
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Integrating Induction and Case-Based Reasoning: Methodological Approach and First Evaluations
EWCBR '94 Selected papers from the Second European Workshop on Advances in Case-Based Reasoning
Similarity Measures for Object-Oriented Case Representations
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Improved use of continuous attributes in C4.5
Journal of Artificial Intelligence Research
minimizing dialog length in interactive case-based reasoning
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Experience management: foundations, development methodology, and internet-based applications
Experience management: foundations, development methodology, and internet-based applications
Knowledge-based navigation of complex information spaces
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
iCARE: intelligent customer assistance for recommending eyewear
Proceedings of the 11th international conference on Intelligent user interfaces
Expert Systems with Applications: An International Journal
The Use of Cognitive Maps and Case-Based Reasoning for B2B Negotiation
Journal of Management Information Systems
COOPERATIVE QUERY REWRITING FOR DECISION MAKING SUPPORT AND RECOMMENDER SYSTEMS
Applied Artificial Intelligence
Mixed-initiative problem solving with decision trees
Artificial Intelligence Review
WSEAS Transactions on Information Science and Applications
The adaptive web
Experience management: foundations, development methodology, and internet-based applications
Experience management: foundations, development methodology, and internet-based applications
Improving Decision Quality Through Preference Relaxation
Proceedings of the 2010 conference on Bridging the Socio-technical Gap in Decision Support Systems: Challenges for the Next Decade
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A key role for Artificial Intelligencetechnology in electronic commerce is in findingproducts and services that meet a user'srequirements. This may be implemented as athree-stage process of requirementselicitation, product search, and finallyproduct presentation. Alternatively the searchof the product space may happen in tandem withthe requirements elicitation process. It isalso possible to use product presentation as amechanism to focus and give context torequirements elicitation. A variety ofdifferent approaches to this issue of matchingproducts to requirements have been explored inAI research. Thus, while the focus in thispaper is on different approaches torequirements elicitation, these related issuesof product search and product presentation arealso discussed in detail. The paper concludesby placing the other papers in this specialissue in the context of this structuredoverview.