Rules and fuzzy rules in text: concept, extraction and usage
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Elsevier
Materia
Rules Fuzzy logic Information retrieval Association rules Inteligencia artificial Artificial intelligence
Date
2003-09-02Referencia bibliográfica
D.H. Kraft... [et al.]. Rules and fuzzy rules in text: concept, extraction and usage, International Journal of Approximate Reasoning, Volume 34, Issues 2–3, 2003, Pages 145-161, ISSN 0888-613X, [https://doi.org/10.1016/j.ijar.2003.07.005]
Résumé
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.
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