An Efficient Method of Web Page Noise Cleaning for Effective Web Mining
نویسندگان
چکیده
منابع مشابه
Survey on Web Page Noise Cleaning for Web Mining
Web Page Noise Cleaning is one of the new research area of study for removing the noise patterns of web pages for effective web mining. The World Wide Web contains large amount of web pages which are accessible by users. With conventional data or text, Web pages generally contain a large amount of noise information that is not part of the main contents of the web pages, e.g., advertisement bann...
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Unlike conventional data or text, Web pages typically contain a large amount of information that is not part of the main contents of the pages, e.g., banner ads, navigation bars, and copyright notices. Such irrelevant information (which we call Web page noise) in Web pages can seriously harm Web mining, e.g., clustering and classification. In this paper, we propose a novel feature weighting tec...
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Analysis and discovery of useful information from World Wide Web poses a phenomenal challenge to the researcher. In this area, the phenomenon of retrieving valuable information by adopting the data mining techniques is called web mining. Web mining is classified into following five sub tasks: 1) Resource finding, 2) Information Selection and Pre-processing, 3) Generalization, 4) Analysis and 5)...
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ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2016
ISSN: 0975-8887
DOI: 10.5120/ijca2016910657