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Case-based recommender systems

Published: 01 September 2005 Publication History

Abstract

We describe recommender systems and especially case-based recommender systems. We define a framework in which these systems can be understood. The framework contrasts collaborative with case-based, reactive with proactive, single-shot with conversational, and asking with proposing. Within this framework, we review a selection of papers from the case-based recommender systems literature, covering the development of these systems over the last ten years.

Cited By

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  • (2024)Ontology-based crisis simulation system for population sheltering managementSimulation10.1177/00375497231214563100:4(379-399)Online publication date: 1-Apr-2024
  • (2023)User Experience and The Role of Personalization in Critiquing-Based Conversational RecommendationACM Transactions on the Web10.1145/3597499Online publication date: 18-May-2023
  • (2022)Conversational recommender systems techniques, tools, acceptance, and adoptionExpert Systems with Applications: An International Journal10.1016/j.eswa.2022.117539203:COnline publication date: 1-Oct-2022
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  1. Case-based recommender systems
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    Published In

    cover image The Knowledge Engineering Review
    The Knowledge Engineering Review  Volume 20, Issue 3
    September 2005
    119 pages

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    Cambridge University Press

    United States

    Publication History

    Published: 01 September 2005

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    Cited By

    View all
    • (2024)Ontology-based crisis simulation system for population sheltering managementSimulation10.1177/00375497231214563100:4(379-399)Online publication date: 1-Apr-2024
    • (2023)User Experience and The Role of Personalization in Critiquing-Based Conversational RecommendationACM Transactions on the Web10.1145/3597499Online publication date: 18-May-2023
    • (2022)Conversational recommender systems techniques, tools, acceptance, and adoptionExpert Systems with Applications: An International Journal10.1016/j.eswa.2022.117539203:COnline publication date: 1-Oct-2022
    • (2022)Recommendations for marathon runners: on the application of recommender systems and machine learning to support recreational marathon runnersUser Modeling and User-Adapted Interaction10.1007/s11257-021-09299-332:5(787-838)Online publication date: 1-Nov-2022
    • (2021)Multi-criteria collaborative filtering using rough sets theoryJournal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology10.3233/JIFS-20107340:1(907-917)Online publication date: 1-Jan-2021
    • (2021)Trust and fuzzy inference based cross domain serendipitous item recommendations (TFCDSRS)Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology10.3233/JIFS-18987241:5(5511-5523)Online publication date: 1-Jan-2021
    • (2021)From Users’ Intentions to IF-THEN Rules in the Internet of ThingsACM Transactions on Information Systems10.1145/344726439:4(1-33)Online publication date: 16-Aug-2021
    • (2021)A Workflow Analysis of Context-driven Conversational RecommendationProceedings of the Web Conference 202110.1145/3442381.3450123(866-877)Online publication date: 19-Apr-2021
    • (2021)Bayesian Feature Construction for Case-Based Reasoning: Generating Good ChecklistsCase-Based Reasoning Research and Development10.1007/978-3-030-86957-1_7(94-109)Online publication date: 13-Sep-2021
    • (2021)Similar Questions Correspond to Similar SQL Queries: A Case-Based Reasoning Approach for Text-to-SQL TranslationCase-Based Reasoning Research and Development10.1007/978-3-030-86957-1_20(294-308)Online publication date: 13-Sep-2021
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