Notice of Violation of IEEE Publication PrinciplesA foundation for knowledge system with application in information retrieval and knowledge acquisition

In this paper we present a knowledge system, which is a self sufficient system for aggregating, extraction and classifying news from around the world. This paper present some algorithms for monitoring and gathering news from RSS and Web sites, creating special domain corpora. The system, however, goes beyond the traditional news aggregation sites by mining information and knowledge from the news articles to aid in such tasks as decision making. The system is able to collect, classify and mine knowledge automatically without the need for an editor or intervention by an administrator. As knowledge system, average users, news professionals and researchers alike will find that the system offers something for them. Our work shows that better performance is achieved and the result showed that this method has potential in this field.

[1]  D. Weil,et al.  The Effect of News on Bond Prices: Evidence from the United Kingdom 1900-1920 , 1992 .

[2]  Hyoil Han,et al.  The use of domain-specific concepts in biomedical text summarization , 2007, Inf. Process. Manag..

[3]  Lucy Vanderwende,et al.  at DUC 2006 : Task-Focused Summarization with Sentence Simplification and Lexical Expansion , 2006 .

[4]  Shingo Kuroiwa,et al.  Search computing based on Google API for QA system (言語理解とコミュニケーション) , 2007 .

[5]  Ye Liu,et al.  Multimedia conversation system with application in supervised learning methods and ranking function , 2008 .

[6]  Shingo Kuroiwa,et al.  Recognition of Emotion with SVMs , 2006, ICIC.

[7]  Pamela J. Shoemaker,et al.  Determinants of International News Coverage in the U.S. Media , 1987 .

[8]  Ani Nenkova,et al.  Beyond SumBasic: Task-focused summarization with sentence simplification and lexical expansion , 2007, Information Processing & Management.

[9]  Donna K. Harman,et al.  Overview of the Fourth Text REtrieval Conference (TREC-4) , 1995, TREC.

[10]  F. Ren,et al.  READING: A Self Sufficient Internet News System with Applications in Information and Knowledge Mining , 2007, 2007 International Conference on Natural Language Processing and Knowledge Engineering.

[11]  H. D. Wu.  Systemic determinants of international news coverage: a comparison of 38 countries , 2000 .

[12]  Liu Ye,et al.  Search computing based on Google API for QA system (自然言語処理) , 2007 .

[13]  Sandip Debnath,et al.  Creating RSS for News Archives and Beyond , 2006 .

[14]  Bobby J. Calder,et al.  Estimating the effect of news media consumption on political participation , 2003 .

[15]  Li Sheng,et al.  Sentences Optimum Selection for Multi-Document Summarization , 2006 .