Deriving case base vocabulary from web community data

Bach, Kerstin, Sauer, Christian and Althoff, Klaus-Dieter (2010) Deriving case base vocabulary from web community data. In: ICCBR 2010 Workshop. Proc.: Workshop on Reasoning From Experiences on the Web, 20 July 2010, Alessandria, Italy.

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This paper presents and approach for knowledge extraction for Case-Based Reasoning systems. The recent development of the WWW, especially the Web 2.0, shows that many successful applications are web based. Moreover, the Web 2.0 offers many experiences and our approach uses those experiences to fill the knowledge containers. We are especially focusing on vocabulary knowledge and are using forum posts to create domain-dependent taxonomies that can be directly used in Case-Based Reasoning systems. This paper introduces the applied knowledge extraction process based on the KDD process and explains its application on a web forum for travelers.

Item Type: Conference or Workshop Item (Paper)
Page Range: pp. 111-120
Keywords: case-based reasoning, knowledge container, vocabulary extraction
Subjects: Computing
Depositing User: Vani Aul
Date Deposited: 10 Jan 2014 10:19
Last Modified: 28 Aug 2021 07:17


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