Using Word and Character N-grams Combinations Features for Classifying Deceptive and Truthful Reviews in Multi-Domains

 
 
Penulis: Al Hafiz Akbar Maulana Siagian,Masayoshi Aritsugi
Using word and character n-grams combinations as features for classifying deceptive and truthful reviews could obtain good classification results. However, previous work has focused on utilizing the word and character n-grams combinations features for classifying the deceptive and truthful reviews in a hotel domain only. This paper examines the use of word and character n-grams combinations features for classifying the deceptive and truthful reviews in multi-domains, viz., hotel, doctor, restaurant, and book. Our experiment shows that the obtained results of using the word and character n-grams combinations features could consistently outperform those of utilizing the individual of word or character n-grams features for classifying deceptive and truthful reviews in all domains.

Proceedings of The 14th International Student Conference on Advanced Science and Technology (ICAST) 2019

No. Arsip : LIPI-20220113
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