Department
Computer Science
Document Type
Article
Publication Date
2008
Abstract
In this paper, we use a set of unified components to conduct granular modeling for problem solving paradigms in several fields of computing. Each identified component may represent a potential research direction in the field of granular computing. A granular computing model for information analysis is proposed. The model may suggest that granular computing is an instrument for implementing perception based computing based on numeric computing. In addition, a novel granular language modeling technique is proposed for information extraction from web pages. This paper also suggests that the study of data mining in the framework of granular computing may address the issues of interpretability and usage of discovered patterns.
Journal Title
Fuzzy Information Processing Society
Digital Object Identifier (DOI)
10.1109/NAFIPS.2008.4531348