Active mining: new directions of data mining by Hiroshi Motoda

By Hiroshi Motoda

The necessity for amassing correct info assets, mining important wisdom from assorted sorts of information assets and quickly reacting to scenario switch is ever expanding. energetic mining is a set of actions each one fixing part of this desire, yet jointly attaining the mining target in the course of the spiral impact of those interleaving 3 steps. This publication is a joint attempt from prime and lively researchers in Japan with a topic approximately lively mining and a well timed file at the vanguard of knowledge assortment, user-centered mining and person interaction/reaction. It bargains a modern review of contemporary ideas with real-world purposes, stocks hard-learned studies, and sheds mild on destiny improvement of lively mining.

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We can represent various features of pages by combining these relations. Here is an example set of rules. { relevant :- ap(title, mobile), ap(anchor. PDA). relevant :- near(para, palm, os). Filtering rules are interpreted disjunction. Thus if any rule is satisfied in a Web page, the page will be considered relevant and otherwise non-relevant. The above filtering rules means that a Web page is relevant if '"mobile" appears in the title and "PDA" appears in an anchor text, or "palm" and "OS" appear near in the same paragraph.

46–54, 1998. This page intentionally left blank Active Mining H. ) IOS Press, 2002 Interactive Web page Retrieval with Relational Learning based Filtering Rules Masayuki Okabe okabe@mm. media, kyoto-u. jp CISS, IGSSE, Tokyo Institute of Technology 4259 Nagatuta-Cho, Midori-ku, Yokohama 226-8502, JAPAN Abstract. WWW Search Engines usually return a hit-list including many irrelevant pages because most of the users just input a few words as a query which is not enough to specify their information needs.

4 WWW Information Visualization System with Immune Network Metaphor An information visualization system is one of the promising approaches for handling the growing WWW information resource. The information visualization system that aims to support browsing process often tries to make it easy to understand a link structure by using 3D graphics as well as by introducing the interaction with the user[16]. When a information visualization system is designed to support the information retrieval process with using WWW search engines, it often employs the document clustering method for improving the efficiency of browsing retrieval results[4, 18, 19].

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