Granular Computing and Modeling the Human Thoughts in Web Documents

Authors:
Tsau Young Lin
Affiliations:
Department of Computer Science, San Jose State University, San Jose, CA 95192-0249, Berkeley Initiative in Soft Computing, University of California, Berkeley,
Venue:
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
Year:
2007

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Abstract

The totality of human thoughts in a document set is modeled by a polyhedron. A point represents a THOUGHT, a simplex a CONCEPT, a connected component a COMPLETE CONCEPT, the simplicial structure the whole IDEA. The building block is the simplex; it represents the concept that is carried by a set of high frequency and nearby co-occurring keywords. The simplicial structure of the keywords provides an "informal" formal language about human thoughts in a document set. The model theory of this language gives the desirable model.