UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 9 Issue 5
May-2022
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2205898


Registration ID:
402975

Page Number

h747-h750

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Title

Active Chat Monitoring and Suspicious Chat Detection

Abstract

In the research of online social networks, detection of anonymous user behavior, detection of offensive data, etc. are traditional and important research works. This project is focused on the detection of offensive data, and bully statements in shared data of the social networks. For this system, using Machine Learning algorithms with Text Mining concepts predicted the offensive data to get more accurate results. This project proposed a system of “Chat Detection (CD) in Social Networking” for predicting bully data. This project is used two datasets, namely, ‘Hate Speech and Offensive Language Dataset’ and ‘Harassment-Corpus Dataset’. This project used three Machine Learning classifiers such as Support Vector Machine (SVM), Random Forest (RF), Naïve Bayes (NB), and Neural Network (NN) Algorithms and calculated performance results for comparing the performance for both datasets. To demonstrate this system designed and developed a Python-based Django web application and showed the results.

Key Words

Suspicious Chat Detection, Chat Monitoring, Neural network,Naive Bayes

Cite This Article

"Active Chat Monitoring and Suspicious Chat Detection", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 5, page no.h747-h750, May-2022, Available :http://www.jetir.org/papers/JETIR2205898.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Active Chat Monitoring and Suspicious Chat Detection", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 5, page no. pph747-h750, May-2022, Available at : http://www.jetir.org/papers/JETIR2205898.pdf

Publication Details

Published Paper ID: JETIR2205898
Registration ID: 402975
Published In: Volume 9 | Issue 5 | Year May-2022
DOI (Digital Object Identifier):
Page No: h747-h750
Country: Deoria, Uttar Pradesh, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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