TOOL OF THE INTELLIGENCE ECONOMIC: RECOGNITION FUNCTION OF REVIEWS CRITICS - Extraction and Linguistic Analysis of Sentiments

Grzegorz Dziczkowski, Katarzyna Wegrzyn-Wolska

Abstract

This paper describes the part of recommender system designed for movies’ critics recognition. Such a system allows the automatic collection, evaluation and rating of critics and opinions of the movies. First the system searches and retrieves texts supposed to be movies’ reviews from the Internet. Subsequently the system carries out an evaluation and rating of movies’ critics. Finally the system automatically associates a numerical mark to each critic. The goal of system is to give the score of critics associated to the users’ who wrote them. All of this data are the input to the cognitive engine. Data from our base allow making correspondences which are required for cognitive algorithms to improve advanced recommending functionalities for e-business and e-purchases websites. Our sesystem uses three different methods for classifying opinions from reviews critics. In this paper we describe the part of system which is based on automatically identifying opinions using natural language processing knowledge.

References

  1. Alshawi, H. (1992). The core language Engine. MIT Press.
  2. Altai, H. (1992). The core language engine. In ACL-MIT Press Series in Natural language Processing. MIT Press.
  3. Cover, T. (1991). Elements of Information Theory. John Wiley.
  4. Dave, K., Lawrance, S., and Pennock, D. (2000). Opinion extraction with hmm structures learned by stochastic optimization. AAAI.
  5. Dziczkowski, G. and Wegrzyn-Wolska, K. (2007a). Graph based system purpose - built for automatic retrieval and extraction of the electronics data. In Internet and Multimedia Systems and Applications. ACTA Press.
  6. Dziczkowski, G. and Wegrzyn-Wolska, K. (2007b). Rcss - rating critics support system purpose built for movies recommendation. In Advances in Intelligent Web Mastering. Springer.
  7. Gross, M. (1997). The construction of local grammars. In Finite-State Language Processing. MIT Press.
  8. Kamp, H. (1981). Evenements representations discursives et reference temporelle. In Langages nb 64.
  9. Pang, B. and Lee, L. (2004). Sentimental education: Sentiment analysis using subjectivity summarization based on minimum cuts. In ACL.
  10. Panzienza, M. (1997). Information extraction (a multidisciplinary approach to an emerging information technology). Springer Verlag (Lecture Notes in Computer Science), Heidelberg,.
  11. Paumier, S. (2003). De La reconnaissance de formes linquistique a l'analyse syntaxique. These, Marne-laValee,.
  12. Tarveen, L. and Hill, W. (2001). Beyond recommender systems: helping people help each other. In HCI in the millennium. Addison-Wesley.
  13. Turney, P. and Littman, M. (2003). Measuring praise and criticism: Inference of semantic orientation from association. In ACM Transactionon Information Systems. TOIS.
  14. Wang, Y., Hodges, J., and Tang, B. (2003). Classification of web documents using a naive baves method. IEEE.
  15. Wiebe, J., Wilson, T., Bruce, R., Bell, M., and Martin, M. (2004). Learning subjective language. computational linguistics.
Download


Paper Citation


in Harvard Style

Dziczkowski G. and Wegrzyn-Wolska K. (2008). TOOL OF THE INTELLIGENCE ECONOMIC: RECOGNITION FUNCTION OF REVIEWS CRITICS - Extraction and Linguistic Analysis of Sentiments . In Proceedings of the Third International Conference on Software and Data Technologies - Volume 3: ICSOFT, ISBN 978-989-8111-53-1, pages 218-223. DOI: 10.5220/0001894402180223


in Bibtex Style

@conference{icsoft08,
author={Grzegorz Dziczkowski and Katarzyna Wegrzyn-Wolska},
title={TOOL OF THE INTELLIGENCE ECONOMIC: RECOGNITION FUNCTION OF REVIEWS CRITICS - Extraction and Linguistic Analysis of Sentiments},
booktitle={Proceedings of the Third International Conference on Software and Data Technologies - Volume 3: ICSOFT,},
year={2008},
pages={218-223},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001894402180223},
isbn={978-989-8111-53-1},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Third International Conference on Software and Data Technologies - Volume 3: ICSOFT,
TI - TOOL OF THE INTELLIGENCE ECONOMIC: RECOGNITION FUNCTION OF REVIEWS CRITICS - Extraction and Linguistic Analysis of Sentiments
SN - 978-989-8111-53-1
AU - Dziczkowski G.
AU - Wegrzyn-Wolska K.
PY - 2008
SP - 218
EP - 223
DO - 10.5220/0001894402180223