Browse > Article
http://dx.doi.org/10.9708/jksci.2010.15.1.149

A Study on Web Mining System for Real-Time Monitoring of Opinion Information Based on Web 2.0  

Joo, Hae-Jong (동국대학교 산학협력중심대학육성사업단)
Hong, Bong-Hwa (경희사이버대학교 정보통신학과)
Jeong, Bok-Cheol (경희대학교 교양학부)
Publication Information
Journal of the Korea Society of Computer and Information / v.15, no.1, 2010 , pp. 149-157 More about this Journal
Abstract
As the use of the Internet has recently increased, the demand for opinion information posted on the Internet has grown. However, such resources only exist on the website. People who want to search for information on the Internet find it inconvenient to visit each website. This paper focuses on the opinion information extraction and analysis system through Web mining that is based on statistics collected from Web contents. That is, users' opinion information which is scattered across several websites can be automatically analyzed and extracted. The system provides the opinion information search service that enables users to search for real-time positive and negative opinions and check their statistics. Also, users can do real-time search and monitoring about other opinion information by putting keywords in the system. Proposed technologies proved to have outstanding capabilities in comparison to existing ones through tests. The capabilities to extract positive and negative opinion information were assessed. Specifically, test movie review sentence testing data was tested and its results were analyzed.
Keywords
Web opinion information; Monitering; Web pinion information automatic extraction; Web mining; Web pinion information automatic analysis;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Kang B.J. and K-S. Choi, "Automatic Transliteration and Back-transliteration by Decision Tree Learning," In Proceedings of LREC'2000, 2000.
2 Goto I., N. Kato, N. Uratani and T. Ehara, "Transliteration Considering Context Information Based on the Maximum Entropy Method," In Proceedings of MT-Summit IX, 2003
3 Qu Yan, Gregory Grefenstette, David A. Evans, "Automatic transliteration for Japanese-to-English textretrieval," In Proceedings of ACM SIGIR'2003, pp.353-360, 2003
4 Dorre J., Gerstl, P., and Seiffert, R., "Text Mining: Finding Nuggets in Mountains of Textual Data," in Proceedings of the fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999.
5 Lee Hing Yan, "Text Mining-Knowledge Discovery from Text," Trend in Knowledge Discovery from Databases, 29th June 1999.
6 Jong-Hoon Oh, Sun-Mee Bae, Key-Sun Choi, "An Algorithmfor extracting Engilish-Korean Transliterationpairs using Automatic E-K Transliteration," In Proceddings of Korean Information Science Society, 2004.
7 C.J. Lee, J.S. Chang, J.S. Jang, "Extraction of transliteration pairs form parallel corpora using a statistical transliteration model," Information Science 176, 67-90, 2006   DOI
8 Chun-Jen Lee, Jason S. Chang, Jyh-Shing Roger Jang: "Alignment of bilingual named entities in parallel corpora using statistical models and multiple knowledge sources," ACM Trans. Asian Lang. Inf.Process. 5(2):121-145, 2006   DOI
9 Satish L, Gururaj BI, "Use of hidden Markov models for partial discharge pattern classification," IEEE Transactions on Dielectrics and Electrical Insulation, April 2003.
10 주해종.박영배, "모니터링 검색엔진을 위한 웹 콘텐츠 마이닝 시스템 설계," 한국통신학회 논문지 제 34권, 제 2호, 53-60쪽, 2009년 2월.
11 P. Adriaans, D. Zantinge, "Data Mining," Addison Wesley Longman, England, 1996.
12 R. Kosala, H. Blockeel, "Web Mining Research: A Survey", ACM SIGKDD, July 2000.
13 C. H. Lee, H. C. Yang, "A Web Text Mining Approach Base on Self-Organizing Map," In Proceedings of the 2nd International Workshop on Web Information and Data Management, WIDM'99, Kansas City, MO, USA, 1999, 59-62.
14 M. Mulvenna, S. Anand, A. Buchner, "Personalization on the Net using Web Mining," Communications of the ACM, Vol. 43, No. 8, Aug. 2000.
15 Dagan, I., Church, K.W., and Gale, "Robust bilingual word alignment for machine aided translation," In Proceedings of the workshop on Very Large Corpora, pp.1-8, 1993
16 Lee, J. S. and K. S. Choi, "English to Korean Statistical transliteration for information retrieval," Journal of Computer Processing of Oriental Languages, 12(1):17-37, 1998