A Study to Learn Robust and Discriminative Representation to Tackle Cyber bullying Detection
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2017, Vol 5, Issue 6
Abstract
We build up another content portrayal display in view of a variation of SDA: marginalized stacked denoising autoencoders (mSDA), which receives straight rather than nonlinear projection to quicken preparing and minimizes endless clamor dispersion so as to take in more strong portrayals. We use semantic data to grow mSDA and create Semanticimproved Marginalized Stacked Denoising Autoencoders (smSDA). The semantic data comprises of harassing words. A programmed extraction of tormenting words in view of word embeddings is proposed so that the included human work can be diminished. Amid preparing of smSDA, we endeavor to reproduce bullying highlights from other typical words by finding the idle structure, i.e. connection, amongst tormenting and typical words. The instinct behind this thought is that some harassing messages don't contain bullying words
Authors and Affiliations
Diddla Mario Praneeth| Dept. of CSE, Nova college of institute and Technology,Eluru, G. P Madhuri| Dept. of CSE, Nova college of institute and Technology,Eluru
Keywords
Related Articles
- EP ID EP16965
- DOI -
- Views 337
- Downloads 5
In this work a rapid and vitality productive two-cycle duplicate gather (MAC) engineering that backings both marked and unsigned numbers is proposed. A productive MAC configuration utilizing 4:2 compressors is displa...
A Novel Optimal routing using Hop-by-Hop Adaptive linking
I am presenting the first of its kind project, the first link-state routing solution carrying traffic through packetswitched networks. At each node, for every other node, the algorithm independently and iteratively upd...
Empowering Elegant Cloud Services Owing To Remote Signification
We create cloud-helped remote detecting systems for empowering dispersed agreement estimation of obscure parameters in a given geographic range. We first propose an appropriated sensor system virtualization calculati...
Transmission Mechanism To Effectively Increase The Social Tv Viewing Experience By Cloud
Strong challenges occur on how to competently exploit cloud resources to make easy mobile services. We propose the design of a Cloud-based novel Mobile social TV system (CloudMoV). The system efficiently utilizes bot...
Design and Implementation of Swarm Robotics for Load Controlling Applications
The present era, where technology is making its way to the zenith, there is no requirement for human to do every small aspect that helps him support this survival. There is no requirement for humans the lift heavy loa...