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P.K. Mahanti

Work place: Department of Computer Science University of New Burnswick Saint John, Canada

E-mail: pmahanti@unbsj.ca

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Research Interests: Computational Science and Engineering, Software Engineering, Software Notations and Tools, Computer systems and computational processes, Computer Architecture and Organization, Data Structures and Algorithms, Analysis of Algorithms, Mathematics of Computing, Numerical Analysis

Biography

Prabhat Kumar Mahanti, male, is Professor of Dept of Computer Science (CS), University of New Brunswick Canada. He obtained his M.Sc. from IIT-Kharagpur, India, and Ph.D. from IIT-Bombay India. His research interests include Software engineering, software metrics, reliability modelling, modelling and simulation, numerical algorithms, finite elements, mobile and soft computing, verification of embedded software, neural computing, data mining, and multi-agent systems. He has more than 100 research papers, technical reports to his credit.

Author Articles
An Improved Information Retrieval Approach to Short Text Classification

By Indrajit Mukherjee Sudip Sahana P.K. Mahanti

DOI: https://doi.org/10.5815/ijieeb.2017.04.05, Pub. Date: 8 Jul. 2017

Twitter act as a most important medium of communication and information sharing. As tweets do not provide sufficient word occurrences i.e. of 140 characters limits, classification methods that use traditional approaches like “Bag-Of-Words” have limitations. The proposed system used an intuitive approach to determine the class labels with the set of features. The System can able to classify incoming tweets mainly into three generic categories: News, Movies and Sports. Since these categories are diverse and cover most of the topics that people usually tweet about .Experimental results using the proposed technique outperform the existing models in terms of accuracy.

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