Record number :
1181895
Title of article :
Rules and fuzzy rules in text: concept, extraction and usage Original Research Article
Author/Authors :
D.H. Kraft، نويسنده , , M.J. Mart??n-Bautista، نويسنده , , J. Chen، نويسنده , , D. S?nchez، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2003
Pages :
17
From page :
145
To page :
161
Abstract :
Several concepts and techniques have been imported from other disciplines such as Machine Learning and Artificial Intelligence to the field of textual data. In this paper, we focus on the concept of rule and the management of uncertainty in text applications. The different structures considered for the construction of the rules, the extraction of the knowledge base and the applications and usage of these rules are detailed. We include a review of the most relevant works of the different types of rules based on their representation and their application to most of the common tasks of Information Retrieval such as categorization, indexing and classification.
Keywords :
Rules , Fuzzy logic , Information retrieval , Association rules
Journal title :
International Journal of Approximate Reasoning
Link To Document :