Semantic Feature Based Arabic Opinion Mining Using Ontology
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2016, Vol 7, Issue 5
Abstract
with the increase of opinionated reviews on the web, automatically analyzing and extracting knowledge from those reviews is very important. However, it is a challenging task to be done manually. Opinion mining is a text mining discipline that automatically performs such a task. Most researches done in this field were focused on English texts with very limited researches on Arabic language. This scarcity is because there are a lot of obstacles in Arabic. The aim of this paper is to develop a novel semantic feature-based opinion mining framework for Arabic reviews. This framework utilizes the semantic of ontologies and lexicons in the identification of opinion features and their polarity. Experiments showed that the proposed framework achieved a good level of performance compared with manually collected test data.
Authors and Affiliations
Abdullah Alkadri, Abeer ElKorany
Keywords
Related Articles
- EP ID EP143995
- DOI 10.14569/IJACSA.2016.070576
- Views 119
- Downloads 0
An Improved Grunwald-Letnikov Fractional Differential Mask for Image Texture Enhancement
Texture plays an important role in identification of objects or regions of interest in an image. In order to enhance this textural information and overcome the limitations of the classical derivative operators a tw...
A Text based Authentication Scheme for Improving Security of Textual Passwords
User authentication through textual passwords is very common in computer systems due to its ease of use. However textual passwords are vulnerable to different kinds of security attacks, such as spyware and dictionary att...
Comprehensive Centralized-Data Warehouse for Managing Malaria Cases
Tanah Bumbu is one of the most endemic areas in Indonesia for patients diagnosed with malaria diseases. Currently, available malaria case data were stored in disparate sources. Hence, it is difficult for the public healt...
Skyline Path Queries for Location-based Services
A skyline query finds objects that are not dominated by another object from a given set of objects. Skyline queries help us to filter unnecessary information efficiently and provide us clues for various decision making t...
Content-Based Image Retrieval Using Texture Color Shape and Region
Interests to accurately retrieve required images from databases of digital images are growing day by day. Images are represented by certain features to facilitate accurate retrieval of the required images. These features...