Web Mining System in a Natural Language Processing Based for Social Media Analysis

Authors

  • Gadamsetty Vasavi Research Scholar, Department of Computer Science, Sri Padmavathi Mahila Viswa Vidyalaya, Titupati, Andhra Pradesh, India
  • T. Sudha Professor, Department of Computer Science, Sri Padmavathi Mahila Viswa Vidyalaya, Titupati, Andhra Pradesh, India

DOI:

https://doi.org/10.51983/ajcst-2019.8.S3.2083

Keywords:

Natural Language Processing, Social Media Analysis, Web Mining, Text Mining

Abstract

Social Media Monitoring and Analysis are the new trends in technology business. The challenge is to extract correct information from free-form texts of social media communication. Natural Language Processing methods are sometimes used in social media monitoring to improve accuracy in extracting information. This paper discusses a web mining system that is based on Natural Language Processing to analyze social media information. In that process, this research examines Natural Language methods that are important for such analysis. Then the traditional web mining steps are discussed along with proposed use of Natural Language Processing methods.

References

D. Bikel and I. Zitouni, "Multilingual Natural Language Processing Applications: From Theory to Practice," USA: IBM Press, pp. 400, 2012.

A. Elmaani, "SMMRY" [Online]. Available: http://smmry.com/api, Nov 27, 2012.

D. Bikel and I. Zitouni, "Multilingual Natural Language Processing Applications: From Theory to Practice," USA: IBM Press, pp. 286, 2012.

The Stanford Natural Language Processing Group, "Stanford Named Entity Recognizer (NER)" [Online]. Available: http://nlp.stanford.edu/software/CRF-NER.shtml#About, Nov. 15, 2012.

Robin, "Natural Language Processing: Parts-of-speech tagging," [Online]. Available: http://language.worldofcomputing.net/pos-tagging/parts-of-speech-tagging.html, Nov. 12, 2012.

S. Bandyopadhyay, S. Naskar, and A. Ekbal, "Emerging Applications of Natural Language Processing," Hershey, PA, USA: IGI Global, 2013.

Princeton University, "WordNet: A Lexical database for English" [Online]. Available: http://wordnet.princeton.edu/, Nov. 10, 2012.

M. Song and Y. Wu, "Handbook of Research on Text and Web Mining Technology," Hershey, PA, USA: IGI Global, pp. 194, 2009.

B. Liu, "Sentiment Analysis and Opinion Mining," USA: Morgan and Claypool, 2012.

H. Prado and E. Ferneda, "Emerging Technologies of Text Mining: Techniques and Application," Hershey, PA, USA: IGI Global, pp. 56, 2009. International Journal of Scientific and Research Publications, Vol. 3, No.1, January 2013.

GNIP, "GNIP: The Social Media API" [Online] Available at: http://gnip.com/sources, Nov 28, 2012.

J. Lin and C. Dyer, "Data-Intensive Text Processing with MapReduce," USA: Morgan and Claypool, 2010.

M. Song and Y. Wu, "Handbook of Research on Text and Web Mining Technology," Hershey, PA, USA: IGI Global, pp. 228, 2009.

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Published

10-05-2019

How to Cite

Vasavi, G., & Sudha, T. (2019). Web Mining System in a Natural Language Processing Based for Social Media Analysis. Asian Journal of Computer Science and Technology, 8(S3), 72–75. https://doi.org/10.51983/ajcst-2019.8.S3.2083

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