Sentence Analysis by Case-Based Reasoning

Authors:
Fairouz Chakkour;Yannick Toussaint
Affiliations:
-;-
Venue:
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Year:
2001

Citing 5
Cited 0

Domain-specific knowledge acquisition for conceptual sentence analysis

Domain-specific knowledge acquisition for conceptual sentence analysis
Information extraction as a basis for portable text classification systems

Information extraction as a basis for portable text classification systems
Light parsing as finite state filtering

Extended finite state models of language
Textual CBR

Case-Based Reasoning Technology, From Foundations to Applications
Incremental finite-state parsing

ANLC '97 Proceedings of the fifth conference on Applied natural language processing

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Abstract

In this paper we propose a sentence analysis which relies on case-based reasoning principles. Our approach provides a semantic interpretation of a sentence in natural language, which can be used in a textual data mining process. This analysis is based on several types of knowledge: a thesaurus, a case base and a hierarchy of index. We adopt a case-based reasoning model founded on the classification principles and paths of similarity in order to guarantee the adaptability.