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Argument-Based Case Revision in CBR for Story Generation

AuthorsOntañón, Santiago; Plaza, Enric ; Zhu, Jichen
KeywordsCase based reasoning
Case reuse
Story generations
Search spaces
New approaches
Case revision
Issue Date28-Sep-2015
Citation23rd International Conference on Case-Based Reasoning Research and Development, ICCBR 2015; Frankfurt am Main; Germany; 28 September 2015 through 30 September 2015; Lecture Notes in Computer Science, vol. 9343, pp. 290-305.
AbstractThis paper presents a new approach to case revision in casebased reasoning based on the idea of argumentation. Previous work on case reuse has proposed the use of operations such as case amalgamation (or merging), which generate solutions by combining information coming from different cases. Such approaches are often based on exploring the search space of possible combinations looking for a solution that maximizes a certain criteria. We show how Revise can be performed by arguments attacking specific parts of a case produced by Reuse, and how they can guide and prevent repeating pitfalls in future cases. The proposed approach is evaluated in the task of automatic story generation. © Springer International Publishing Switzerland 2015.
Identifiersdoi: 10.1007/978-3-319-24586-7_20
Appears in Collections:(IIIA) Comunicaciones congresos
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