Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology
Developing Industrial Case-Based Reasoning Applications: The Inreca Methodology
Partial Orders and Indifference Relations: Being Purposefully Vague in Case-Based Retrieval
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Ranking Algorithms for Costly Similarity Measures
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Acquiring Customer Preferences from Return-Set Selections
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Intelligent Sales Support with CBR
Case-Based Reasoning Technology, From Foundations to Applications
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
ExpertClerk: navigating shoppers' buying process with the combination of asking and proposing
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
Learning User Similarity and Rating Style for Collaborative Recommendation
Information Retrieval
Generating Diverse Compound Critiques
Artificial Intelligence Review
Increasing user decision accuracy using suggestions
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
On the importance of being diverse: analysing similarity and diversity in web search
Intelligent information processing II
International Journal of Electronic Commerce
Conversational recommenders with adaptive suggestions
Proceedings of the 2007 ACM conference on Recommender systems
Enhancing the diversity of conversational collaborative recommendations: a comparison
Artificial Intelligence Review
Electronic Commerce Research and Applications
A case-based approach for characterization and analysis of subgroup patterns
Applied Intelligence
An Analysis of Research Themes in the CBR Conference Literature
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Supporting Case-Based Retrieval by Similarity Skylines: Basic Concepts and Extensions
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
CARD: a decision-guidance framework and application for recommending composite alternatives
Proceedings of the 2008 ACM conference on Recommender systems
CARD: a decision-guidance framework and application for recommending composite alternatives
Proceedings of the 2008 ACM conference on Recommender systems
Prototyping recommender systems in jcolibri
Proceedings of the 2008 ACM conference on Recommender systems
Preference-based search with adaptive recommendations
AI Communications - Recommender Systems
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Evaluating preference-based search tools: a tale of two approaches
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Case-Based Reasoning for Situation-Aware Ambient Intelligence: A Hospital Ward Evaluation Study
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Preference-based search using example-critiquing with suggestions
Journal of Artificial Intelligence Research
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Statistical Modeling of Diversity in Top-N Recommender Systems
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Novel Item Recommendation by User Profile Partitioning
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Regret-based optimal recommendation sets in conversational recommender systems
Proceedings of the third ACM conference on Recommender systems
Enhancing diversity in Top-N recommendation
Proceedings of the third ACM conference on Recommender systems
Cho-k-NN: a method for combining interacting pieces of evidence in case-based learning
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Experiments on the preference-based organization interface in recommender systems
ACM Transactions on Computer-Human Interaction (TOCHI)
Knowledge-Based Systems
On the role of diversity in conversational recommender systems
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Diversity-conscious retrieval from generalized cases: a branch and bound algorithm
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Unifying weighting and case reduction methods based on rough sets to improve retrieval
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
The adaptive web
Hybrid web recommender systems
The adaptive web
An analysis of order dependence in k-NN
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
Novelty and Diversity in Top-N Recommendation -- Analysis and Evaluation
ACM Transactions on Internet Technology (TOIT)
Ways of computing diverse collaborative recommendations
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Case-based recommender systems: a unifying view
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Improving the performance of recommender systems that use critiquing
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
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Qualitative vs. quantitative plan diversity in case-based planning
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
A hybrid user-centred recommendation strategy applied to repositories of learning objects
International Journal of Web Based Communities
jcolibri2: A framework for building Case-based reasoning systems
Science of Computer Programming
Reutilization of diagnostic cases by adaptation of knowledge models
Engineering Applications of Artificial Intelligence
| Hi-index | 0.00 |
There is growing awareness of the need for recommender systems to offer a more diverse choice of alternatives than is possible by simply retrieving the cases that are most similar to a target query. Recent research has shown that major gains in recommendation diversity can often be achieved at the expense of relatively small reductions in similarity. However, there are many domains in which it may not be acceptable to sacrifice similarity in the interest of diversity. To address this problem, we examine the conditions in which similarity can be increased without loss of diversity and present a new approach to retrieval which is designed to deliver such similarity-preserving increases in diversity when possible. We also present a more widely applicable approach to increasing diversity in which the requirement that similarity is fully preserved is relaxed to allow some loss of similarity, provided it is strictly controlled.