Turkish Journal of Computer and Mathematics Education
Journal license

Journal

Turkish Journal of Computer and Mathematics Education


Volume
& Issue

Volume 14, Issue 3


Published
on


Pages

100-114


DOI

Article

Supervised and Semi-Supervised Text Mining Models for Hotel Reviews Analysis


Authors

Rashmi C. Affiliation:
Department of Information Technology, Malla Reddy Engineering College for Women (A), Maisammaguda, Medchal, Telangana
, Nikhitha N. Affiliation:
Department of Information Technology, Malla Reddy Engineering College for Women (A), Maisammaguda, Medchal, Telangana
, Harshitha N. Affiliation:
Department of Information Technology, Malla Reddy Engineering College for Women (A), Maisammaguda, Medchal, Telangana
, Sankeerthana N. Affiliation:
Department of Information Technology, Malla Reddy Engineering College for Women (A), Maisammaguda, Medchal, Telangana
and Sai Poojitha T. Affiliation:
Department of Information Technology, Malla Reddy Engineering College for Women (A), Maisammaguda, Medchal, Telangana


Abstract

Online reviews have great impact on today's business and commerce. Decision making for purchase of online products mostly depends on reviews given by the users. Hence, opportunistic individuals or groups try to manipulate product reviews for their own interests. This paper introduces some semi-supervised and supervised text mining models to detect fake online reviews as well as compares the efficiency of both techniques on dataset containing hotel reviews.


Keywords

Online reviews, semi-supervised, supervised text mining model


Citation

C., R., N., N., N., H., N., S., & T., S. P. (2023). Supervised and semi-supervised text mining models for hotel reviews analysis. Turkish Journal of Computer and Mathematics Education, 14(3), 100–114.

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