Pratik Kamal Agrawal
@sitnagpur.siu.edu.in
Assistant Professor, Computer science & Engineering
Symbiosis Institute of Technology Nagpur
@sitnagpur.siu.edu.in
Assistant Professor, Computer science & Engineering
Symbiosis Institute of Technology Nagpur
This research work will aims at developing a blockchain based secure platform for the authentication of the opinions expressed by the user. The work focuses on the problems that currently exist in NLP domain for opinion data analysis, such as weak data source reliability, data being easily tampered with, and asymmetric permissions for data access. - Proposed to submit a Research Project at R & D in Information Technology, Ministry of Electronics & Information Technology (In Progress).
The research work has focused in developing a system in which a smart bin is designed and developed for accurate level prediction of large bin. The intelligent bin also detect the presence of fire in the bin and management remedies for controlling. The calculation of approximate time required for filling for prediction of collection unit required, detection of human presence in the bin and alerting the system for appropriate measures, finding optimal path by geo mapping location of bin and collecting unit, analyzing the next bin that is to be collected in the same optimal path by incorporating the different controllers and sensor of the IOT module and artificial intelligence approach for analyzing and path finding.
The research work aims at developing a novel approach for multimodal sentiment analysis. The approach is based on a multimodal fusion architecture that integrates text, audio, and visual modalities. Traditional sentiment analysis techniques usually rely solely on analyzing text data. However, in many real-world scenarios, such as social media posts, videos, and voice recordings, the sentiment expressed can also be conveyed through non-textual modalities. Hence, multimodal sentiment analysis aims to integrate the information from these multiple modalities to improve the accuracy and reliability of sentiment analysis.
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