Information filtering based on wiki index database

Details Information filtering based on wiki index database Information filtering based on wiki index database

2008-04-15

arxiv.org/abs/0804.2354v2

Computer Science

Information Retrieval

9 pages, 1 table, 2 figures, 8th International FLINS Conference on Computational Intelligence in Decision and Control, Madrid,

Scientific paper

In this paper we present a profile-based approach to information filtering by an analysis of the content of text documents. The Wikipedia index database is created and used to automatically generate the user profile from the user document collection. The problem-oriented Wikipedia subcorpora are created (using knowledge extracted from the user profile) for each topic of user interests. The index databases of these subcorpora are applied to filtering information flow (e.g., mails, news). Thus, the analyzed texts are classified into several topics explicitly presented in the user profile. The paper concentrates on the indexing part of the approach. The architecture of an application implementing the Wikipedia indexing is described. The indexing method is evaluated using the Russian and Simple English Wikipedia.

Affiliated with

Also associated with

No associations

Rating

Information filtering based on wiki index database does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Information filtering based on wiki index database, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Information filtering based on wiki index database will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-653119