• Hi!
    I'm Prabhat

    (Ph.D.) Research Scholar at Elsevier Centre of Excellence for Natural Language Processing, Indian Institute of Technology Bihta Patna, India.

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About Myself

Hi! my name is Prabhat, I am a Ph.D Research Scholar at the Indian Institute of Technology (IIT) Patna. My advisors are Dr. Asif Ekbal (Associate Professor, IIT Patna) and Dr. Mayank Agarwal (Assistant Professor, IIT Patna).

I primarily work on Peer Review Text Analysis to determine significance of peer reviews. Specifically, I am studying: Can we identify new knowledge from texts? How can we identify relevant and quality literature from the academic clutter? Can we predict with reasonable certainty if a given article falls within the scope of a journal? How can we have an AI as an assistant to the editors and reviewers to fix certain challenges in the current peer review system? Can we comment on the quality of peer reviews leveraging NLP, ML, IR? How can citation contexts aid us to identify the quality of research?

Machine learning

Deep leaning

Natural Language Processing

Artificial Intelligence

My long-term research vision is to develop an AI that can understand human scientific merit to some extent, reduce bias and turnaround time in academic peer review, reduce information overload to the scientists, identify inferior quality work and predatory journals, and accelerate relevant literature discovery to aid the scientists.

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Publication

IRJET July 2019

Computational Intelligence Technique for Software Defect Prediction: A Review”, Volume: 06 Issue: 07 | July 2019, International Research Journal of Engineering and Technology.

IRJET July 2019

A Novel Approach on Computational Intelligence Technique for Software Defect Prediction during the early stage of Software Development”, Volume: 06 Issue: 07 | July 2019, International Research Journal of Engineering and Technology.

IJRITCC February 2019

A Novel Approach of Development of Web Pattern by Focusing on Web Structure Mining Techniques”, February 19 Volume 7 Issue 2, International Journal on Recent and Innovation Trends in Computing and Communication, ISSN: 2321-8169, PP: 01 – 04.


IJRASET April 2018

“A survey of various Encryption techniques for enhancing Audio Security”

IJRASET April 2018

“Digital audio encryption using media type conversion and genetic algorithm based image encryption”

IJRITCC Feb 2019

“A Novel Approach of Development of Web Pattern by Focusing on Web Structure Mining Techniques”

Projects
Developed Websites
Research Papers

My Skills

  • Aware of the current developments in the fields of Deep Learning and Artificial Intelligence for Natural Language Processing.
  • Classification, Information Extraction, Deep Neural Network architectures, Scholarly Data Mining & Analysis, Clustering.
  • Software Proficiency: WEKA, Rapid Miner, StanfordCoreNLP, NLTK, PyTorch, Keras.
  • Java

    90%

    Android

    75%

    HTML5

    85%

    CSS3

    90%

    php

    80%

    Networking

    60%

    MySql

    85%

    Java Script

    80%

    Education

    Indian Institute of Technology Bihta Patna, India.

    Area of Research: Quality of peer reviews leveraging NLP, ML, IR.

    M. Tech (Computer Science & Engineering) 2016, Dr. A P J Abdul Kalam Technical University (Formerly Uttar Pradesh Technical University, Lucknow, Uttar Pradesh.

    Thesis title: A Novel Approach For Development of Web Pattern By Focusing On Web Structure Mining.

    B. Tech (Information Technology) 2012, Gautam Buddha Technical University (Formerly Uttar Pradesh Technical University, Lucknow, Uttar Pradesh.)

    • Final Year Project Title: Encryption Services

    Loc Manya Inter College Seorhi, Kushinagar, Uttar Pradesh. Affiliated from Uttar Pradesh Board.

    I did my High School from Loc Manya Inter College Seorhi, Kushinagar, Uttar Pradesh. Affiliated from Uttar Pradesh Board.

    Get in Touch

    Contact

    AI-NLP-ML Lab, Room 510, 5th Floor, Block-III Department of Computer Science and Engineering Indian Institute of Technology Patna.