Call for Papers:Vol.12 Issue.1

Submission
Last date		 28-Feb-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-1. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  CRIMINAL DATA CLASSIFICATION IN CYBERCRIME INVESTIGATION USING WORDNET AND MODIFIED NAÏVE BAYES CLASSIFIER
PaperId: :  16449
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 2 2022
DUI:    16.0415/IJARIIE-16449
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Bhuvaneswari.Phindusthan institute of technology
Rohit kumar Uhindusthan institute of technology
Keerthana Shindusthan institute of technology
Sanjay akash Shindusthan institute of technology

Abstract

computer engineering
Data mining, crime investigation, criminal communities, clustering algorithms, WordNet.
Cybercriminals exploit the opportunities provided by the information revolution and social media to communicate and conduct underground illicit activities, such as online fraudulence, cyber pre-dation, cyberbullying, hacking, blackmailing, and drug smuggling. To combat the increasing number of criminal activities, structure and content analysis of criminal communities can provide insight and facilitate cybercrime forensics. In this paper, we propose a framework to analyze chat logs for crime investigation using data mining and natural language processing techniques. The proposed framework extracts the social network from chat logs and summarizes conversation into topics. The crime investigator can use information visualizer to see the crime-related results. To test the validity of our proposed framework, we worked in a joint effort with the cybercrime unit of a Canadian law enforcement agency. The experimental outcomes on real-life data and feedback from the law enforcement of cers suggest that the proposed chat log mining framework meets the need for law enforcement agencies and is very effective for crime investigation.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Bhuvaneswari.P, Rohit kumar U, Keerthana S, and Sanjay akash S. "CRIMINAL DATA CLASSIFICATION IN CYBERCRIME INVESTIGATION USING WORDNET AND MODIFIED NAÏVE BAYES CLASSIFIER" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 2 2022 Page 1811-1815
MLA Bhuvaneswari.P, Rohit kumar U, Keerthana S, and Sanjay akash S. "CRIMINAL DATA CLASSIFICATION IN CYBERCRIME INVESTIGATION USING WORDNET AND MODIFIED NAÏVE BAYES CLASSIFIER." International Journal Of Advance Research And Innovative Ideas In Education 8.2(2022) : 1811-1815.
APA Bhuvaneswari.P, Rohit kumar U, Keerthana S, & Sanjay akash S. (2022). CRIMINAL DATA CLASSIFICATION IN CYBERCRIME INVESTIGATION USING WORDNET AND MODIFIED NAÏVE BAYES CLASSIFIER. International Journal Of Advance Research And Innovative Ideas In Education, 8(2), 1811-1815.
Chicago Bhuvaneswari.P, Rohit kumar U, Keerthana S, and Sanjay akash S. "CRIMINAL DATA CLASSIFICATION IN CYBERCRIME INVESTIGATION USING WORDNET AND MODIFIED NAÏVE BAYES CLASSIFIER." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 2 (2022) : 1811-1815.
Oxford Bhuvaneswari.P, Rohit kumar U, Keerthana S, and Sanjay akash S. 'CRIMINAL DATA CLASSIFICATION IN CYBERCRIME INVESTIGATION USING WORDNET AND MODIFIED NAÏVE BAYES CLASSIFIER', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 2, 2022, p. 1811-1815. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/CRIMINAL_DATA_CLASSIFICATION_IN_CYBERCRIME__INVESTIGATION_USING_WORDNET_AND_MODIFIED_NAÏVE_BAYES_CLASSIFIER_ijariie16449.pdf (Accessed : 08 August 2023).
Harvard Bhuvaneswari.P, Rohit kumar U, Keerthana S, and Sanjay akash S. (2022) 'CRIMINAL DATA CLASSIFICATION IN CYBERCRIME INVESTIGATION USING WORDNET AND MODIFIED NAÏVE BAYES CLASSIFIER', International Journal Of Advance Research And Innovative Ideas In Education, 8(2), pp. 1811-1815IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/CRIMINAL_DATA_CLASSIFICATION_IN_CYBERCRIME__INVESTIGATION_USING_WORDNET_AND_MODIFIED_NAÏVE_BAYES_CLASSIFIER_ijariie16449.pdf (Accessed : 08 August 2023)
IEEE Bhuvaneswari.P, Rohit kumar U, Keerthana S, and Sanjay akash S, "CRIMINAL DATA CLASSIFICATION IN CYBERCRIME INVESTIGATION USING WORDNET AND MODIFIED NAÏVE BAYES CLASSIFIER," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 2, pp. 1811-1815, Mar-App 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/CRIMINAL_DATA_CLASSIFICATION_IN_CYBERCRIME__INVESTIGATION_USING_WORDNET_AND_MODIFIED_NAÏVE_BAYES_CLASSIFIER_ijariie16449.pdf [Accessed : 08 August 2023].
Turabian Bhuvaneswari.P, Rohit kumar U, Keerthana S, and Sanjay akash S. "CRIMINAL DATA CLASSIFICATION IN CYBERCRIME INVESTIGATION USING WORDNET AND MODIFIED NAÏVE BAYES CLASSIFIER." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 2 (08 August 2023).
Vancouver Bhuvaneswari.P, Rohit kumar U, Keerthana S, and Sanjay akash S. CRIMINAL DATA CLASSIFICATION IN CYBERCRIME INVESTIGATION USING WORDNET AND MODIFIED NAÏVE BAYES CLASSIFIER. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 08 August 2023]; 8(2) : 1811-1815. Available from: https://ijariie.com/AdminUploadPdf/CRIMINAL_DATA_CLASSIFICATION_IN_CYBERCRIME__INVESTIGATION_USING_WORDNET_AND_MODIFIED_NAÏVE_BAYES_CLASSIFIER_ijariie16449.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 8/8/2023 4:41:06 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Decentralized Voting System Using Ethereum BlockchainInformation Science and EngineeringDr. D. SIVAKUMAR Download
Enhancing Historical Consciousness through Digital Storytelling among Grade 11 General Academic Strand Students of Purisima National High School”SOCIAL SCIENCECHARITY P. CANONIGO Download
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning,TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
WEALTH: YOUR SMART EXPENSE TRACKER AND FINANCIAL ADVISORInformation TechnologyPratiksha Mankar Download
Brain Tumor DetectionBrain Tumor Detection Using PythonPallavi Gajbhiye Download
SUVIDHA An E-commerce website for Local LaboursInformation Technology Aman Milind Mandape Download
Comprehensive Framework for Real-Time Hand Gesture Recognition on Mobile Platforms using Machine Learning, TensorFlow Lite, Keras, MediaPipe, OpenCV and NumPyInformation Technology / Computer Engineering / Machine LearningRoshani Rajesh khobragade Download
EDUNEXUS – A Student Development ApplicationInformation TechnologyNamrata Kanhole Download
Review on Festagram: An Event Management System for CollegesInformation science and engineeringAdarsh Download
Deep Learning Based 3D Object Detection and Pose EstimationComputer EngineeringPayal Behune Download
AI-Based Dynamic Route Generation and Optimization Using Real-Time Traffic and Road ParametersInformation Technology EngineeringAniket Ubale Download
SMART EXPIRY DATE TRACKER WITH FOOD RECOMMENDATIONSInformation Science and EngineeringMr Pradeep Nayak Download
A REVIEW ON ABSTRACTIVE MEETING SUMMARIZATION: TOWARDS SMARTER MEETING ASSISTANTSInformation Science and EngineeringKratika Sudarshan Halankar Download
A Review on Smart Appointment Scheduling Systems for Modern Hospital ManagementInformation Science and EngineeringDivya S Nayak Download
A Comprehensive Review of AI-Powered Resume Screening and Analysis SystemsInformation Science and EngineeringMr NAGESH U B Download
12