The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Implementation of n-gram Methodology for Rotten Tomatoes Review Dataset Sentiment Analysis
|
|
Author(s): Prayag Tiwari (National University of Science and Technology MISiS, Department of Computer Science and Engineering, Moscow, Russia), Brojo Kishore Mishra (C. V. Raman College of Engineering, Department of Information Technology, Bhubaneswar, India), Sachin Kumar (Indian Institute of Technology Roorkee, Center for Transportation Systems, Roorkee, India)and Vivek Kumar (National University of Science and Technology MISiS, Department of Computer Science and Engineering, Moscow, Russia)
Copyright: 2020
Pages: 13
Source title:
Cognitive Analytics: Concepts, Methodologies, Tools, and Applications
Source Author(s)/Editor(s): Information Resources Management Association (USA)
DOI: 10.4018/978-1-7998-2460-2.ch036
Purchase
|
Abstract
Sentiment Analysis intends to get the basic perspective of the content, which may be anything that holds a subjective supposition, for example, an online audit, Comments on Blog posts, film rating and so forth. These surveys and websites might be characterized into various extremity gatherings, for example, negative, positive, and unbiased keeping in mind the end goal to concentrate data from the info dataset. Supervised machine learning strategies group these reviews. In this paper, three distinctive machine learning calculations, for example, Support Vector Machine (SVM), Maximum Entropy (ME) and Naive Bayes (NB), have been considered for the arrangement of human conclusions. The exactness of various strategies is basically inspected keeping in mind the end goal to get to their execution on the premise of parameters, e.g. accuracy, review, f-measure, and precision.
Related Content
|
Jaime Salvador, Zoila Ruiz, Jose Garcia-Rodriguez.
© 2020.
12 pages.
|
|
Stavros Pitoglou.
© 2020.
11 pages.
|
|
Mette L. Baran.
© 2020.
13 pages.
|
|
Yingxu Wang, Victor Raskin, Julia M. Rayz, George Baciu, Aladdin Ayesh, Fumio Mizoguchi, Shusaku Tsumoto, Dilip Patel, Newton Howard.
© 2020.
15 pages.
|
|
Yingxu Wang, Lotfi A. Zadeh, Bernard Widrow, Newton Howard, Françoise Beaufays, George Baciu, D. Frank Hsu, Guiming Luo, Fumio Mizoguchi, Shushma Patel, Victor Raskin, Shusaku Tsumoto, Wei Wei, Du Zhang.
© 2020.
18 pages.
|
|
Nayem Rahman.
© 2020.
24 pages.
|
|
Amir Manzoor.
© 2020.
27 pages.
|
|
|