Opinion Mining and Sentiment Analysis: A Survey

Journal Title: INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY - Year 2012, Vol 2, Issue 3

Abstract

In the past few years, a great attention has been received by web documents as a new source of individual opinions and experience. This situation is producing increasing interest in methods for automatically extracting and analyzing individual opinion from web documents such as customer reviews, weblogs and comments on news. This increase was due to the easy accessibility of documents on the web, as well as the fact that all these were already machine-readable on gaining. At the same time, Machine Learning methods in Natural Language Processing (NLP) and Information Retrieval were considerably increased development of practical methods, making these widely available corpora. Recently, many researchers have focused on this area. They are trying to fetch opinion information and analyze it automatically with computers. This new research domain is usually called Opinion Mining and Sentiment Analysis. . Until now, researchers have developed several techniques to the solution of the problem. This paper try to cover some techniques and approaches that be used in this area.

Authors and Affiliations

Mohammad Sadegh Hajmohammadi, Roliana Ibrahim, Zulaiha Ali Othman

Keywords

Related Articles

Empirical and Statistical Study of Elicitation Complications

The performance of Requirement Engineering is like framework for software development process. All-inclusive software has four mainstays of requirement engineering processes i.e. Functional and non-functional requirement...

ANALYSIS OF MODIFIED COSH WINDOW FUNCTION AND PERFORMANCE EVALUATION OF THE FIR FILTER DESIGNED USING WINDOWING TECHNIQUES

Filters are used in electronic circuits to remove the unwanted frequency components from desired signals. A digital filter basically provide high attenuation to the unwanted ones and offer very low or ideally zero attenu...

Computer Aided Diagnosis of Melanoma Skin Cancer using Clinical Photographic Images

Melanoma is considered as one of the most malignant, metastatic and dangerous form of skin cancer that may cause death. The curability and survival of this type of skin cancer depends directly on the diagnosis and remova...

Cloud Computing Environment: A Review

Cloud computing is a vigorous technology by which a user can get software, application, operating system and hardware as a service without actually possessing it and paying only according to the usage. Cloud Computing is...

A METRICS BASED APPROACH TO ANALYSE WEB USAGE PATTERN

Web metrics are established goals and standards for measuring website performance. Web Analytics can be used to analyze and statistically process user and customer behavior. Web Analytics especially refers to the use of...

Download PDF file
  • EP ID EP649917
  • DOI 10.24297/ijct.v2i3c.2717
  • Views 87
  • Downloads 0

How To Cite

Mohammad Sadegh Hajmohammadi, Roliana Ibrahim, Zulaiha Ali Othman (2012). Opinion Mining and Sentiment Analysis: A Survey. INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY, 2(3), 171-178. https://europub.co.uk/articles/-A-649917