Identification of Suspicious Activities in Chat Logs using Support Vector Machine and Optimization with Genetic Algorithm
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 7
Abstract
In the era of modern technology, the advancements in communication technology are leading to riveting trends in daily lives through instant messengers, social networking websites and many other popular communication technologies. Unfortunately, with this advancement the misuse of technology has also been proliferated which leads to the increase in suspicious activities. Some people misuse the technology to spread violence, share criminal activity, bullying other people and thereby enhances the suspicious content on the internet. The communication may be available in the form of text, audio or even in video format. In this research paper, text based chat logs are being used. Features from pre-processed data are extracted and bipartite graph is applied for the computation of feature values. The algorithm which is used is SVM (Support Vector Machine) and the concept is optimized using Genetic algorithm.
Authors and Affiliations
Amandeep Singh Khangura, Maninderpal Singh Dhaliwal, Mansi Sehgal
Keywords
Related Articles
- EP ID EP24827
- DOI -
- Views 412
- Downloads 16
Analytical Analysis on Illumination Invariant Face Recognition
The illumination variation problem is one of the well-known issues in face recognition in uncontrolled surroundings. In this paper, an in depth and up-to-date survey of the prevailing techniques to handle this problem i...
A Hybrid Solar Tracking System with Photovoltaic Cells and Thermoelectric Module
Conventional sources like fossil fuels were used in early stages to satisfy the energy demands. Nowadays these are slowly replaced by renewable sources like photovoltaic sources. Solar PV is starting to play a substanti...
Analysis of Self Supported Steel Chimney
From the last few decades the construction of tall stacks increases due to increase in air pollution. Here in this paper, the “Self supporting steel chimney” of height 60m was considered and analysed for the prevailing...
slugStudy of Security in Wireless Sensor Networks
Wireless Sensor Networks (WSN) is an incipient technology that shows great potential for various futuristic application both for military and mass public. Security plays a vital role in a WSN. The intent of this paper i...
Role of Genetics and Epigenetics in Human Diseases
The last two decades have been into a great technical development in the analysis of DNA and the completion of the Human Genome Project in 2003. These Developments eventually led to the discovery of the faulty genes whi...