Cybersecurity for Decision Makers

8 Intelligent Named Entity-Based Cybercrime Recognition System for Social Media Network Platforms

Kathiravan Pannerselvam, Saranya Rajiakodi, and Shanmugavadivu Pichai

DOI: 10.1201/9781003319887-8

CONTENTS

1. Introduction
2. Related Works
3. Methodology
4. Experimental Dataset
5. Data Preparation
6. Data Preprocessing
7. NER Model Development
   1. Random Forest Algorithm
   2. LSTM
   3. BiLSTM
8. Results and Discussion
9. Conclusion and Future work

INTRODUCTION

Social media is a fascinating world where people express their emotions anonymously with or without intention. People of all ages share text, audio, photos, and video on social media to get public attention, likes, and positive comments. But social media has a dark side (Baccarella et al. 2018). Analysis of the interactions ...