Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Information retrieval: data structures and algorithms
Information retrieval: data structures and algorithms
Natural language processing for information retrieval
Communications of the ACM
PICS: Internet access controls without censorship
Communications of the ACM
Fab: content-based, collaborative recommendation
Communications of the ACM
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
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
Analysis of recommendation algorithms for e-commerce
Proceedings of the 2nd ACM conference on Electronic commerce
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
The FindMe Approach to Assisted Browsing
IEEE Expert: Intelligent Systems and Their Applications
Text-Learning and Related Intelligent Agents: A Survey
IEEE Intelligent Systems
A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
A Case Base Similarity Framework
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
Similarity Metrics: A Formal Unification of Cardinal and Non-Cardinal Similarity Measures
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Experiments in dynamic critiquing
Proceedings of the 10th international conference on Intelligent user interfaces
Lucene in Action (In Action series)
Lucene in Action (In Action series)
IEEE Transactions on Knowledge and Data Engineering
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
On the role of diversity in conversational recommender systems
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Combining case-based and similarity-based product recommendation
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Preference-based search with adaptive recommendations
AI Communications - Recommender Systems
Linked open data to support content-based recommender systems
Proceedings of the 8th International Conference on Semantic Systems
Recommendations using linked data
Proceedings of the 5th Ph.D. workshop on Information and knowledge
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Personalization, information filtering and recommendation are key techniques helping online-customers to orientate themselves in e-commerce environments. Similarity is an important underlying concept for the above techniques. Depending on the representation mechanism of information items different similarity approaches have been established in the fields of information retrieval and case-based reasoning. However, many times product descriptions consist of both, structured attribute value pairs and free-text descriptions. Therefore, we present a hybrid similarity approach from information retrieval and case-based recommendation systems and enrich it with additional knowledge-based concepts like threshold values and explanations. Furthermore, we implemented our hybrid similarity concept in a service component and give evaluation results for the e-tourism domain.