Automated analysis of comments on press articles in websites : articles literature as case study
Joint Authors
Rahmah, Abd al-Munim S.
Abd al-Rahman, Afra A.
Source
Engineering and Technology Journal
Issue
Vol. 38, Issue 2B (29 Feb. 2020), pp.74-84, 11 p.
Publisher
Publication Date
2020-02-29
Country of Publication
Iraq
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Abstract EN
Due to the increasing electronic publishing sites for printed and certified newspapers, the reader faced the problem of reaching his goal by accessing these sites, which led to the neglect of a large section of important publications.
the provision of an automated measure to verify the positive and negative articles based on the analysis of readers' comments on the articles is a necessity to see the important articles that are compatible with the corpus generated by us for inference.
the project achieved the previous target and achieved a success rate.
the bag-of-words model (BoW) was used to obtain the repetition of the block of words to build the corpus.
the proposed system is evaluated based on four metrics (accuracy= 93%, precision= 94%, recall= 94% and F-measure= 94%).
the effectiveness results obtain by this system was (accuracy, precision and recall and f-measure).
American Psychological Association (APA)
Abd al-Rahman, Afra A.& Rahmah, Abd al-Munim S.. 2020. Automated analysis of comments on press articles in websites : articles literature as case study. Engineering and Technology Journal،Vol. 38, no. 2B, pp.74-84.
https://search.emarefa.net/detail/BIM-1283394
Modern Language Association (MLA)
Abd al-Rahman, Afra A.& Rahmah, Abd al-Munim S.. Automated analysis of comments on press articles in websites : articles literature as case study. Engineering and Technology Journal Vol. 38, no. 2B (2020), pp.74-84.
https://search.emarefa.net/detail/BIM-1283394
American Medical Association (AMA)
Abd al-Rahman, Afra A.& Rahmah, Abd al-Munim S.. Automated analysis of comments on press articles in websites : articles literature as case study. Engineering and Technology Journal. 2020. Vol. 38, no. 2B, pp.74-84.
https://search.emarefa.net/detail/BIM-1283394
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 84
Record ID
BIM-1283394