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 325
- Downloads 5
Facet Based Estimation Polling From Customer Reviews
Reputation-based belief systems are broadly used in e-Trade applications, and response ratings are aggregated to figure out traders’ reputation grades. The “all good reputation†problem, however, is prevalent i...
Design And Analysis Of Combined Extrusion Forging Die Behavior Under Thermal Structural Loads
We all know extrusion and forging are two different processes of manufacturing but in recent past researches combined these two process to reduce the production time, production cost etc.Combined extrusion-forging pr...
Finest Informant Filtering of Malicious Traffic in Intrusion Detection System
Traffic volume and diversity will have a major impact on the power of network intrusion detection systems (NIDS) to report malicious activity accurately. Supported the observation that a good deal of traffic is, in f...
The Instinctive Outline towards Online Shortest Path
Processing the most limited way between two given areas in a road network is a critical issue that discovers applications in different guide administrations and business route items. The best in class answers for the...
Establishing a Trust-Worthy Social Authentications
Among the several backup authentication mechanisms, authenticating users with the help of their friends (i.e., trustee-based social authentication) has been shown to be a promising backup authentication mechanism. A...