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Vijay Kumar Soni

Assistant Professor , School of Artificial Intelligence, Faridabad

Qualification: M.Tech., MCA, Ph.D
vijaysoni@amritaai.org
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Scopus Author ID
Research Interest: Natural Language Processing,Machine Learning

Bio

Vijay Kumar Soni holds an MCA, M.Tech in Computer Science and is expected to complete his Ph.D. from CSVTU, with his thesis already submitted. He has over 18 years of teaching experience, having previously served at institutions like Chandigarh University, Poornima University, and TMU Moradabad. His research interests include Natural Language Processing, Sentiment Analysis, Artificial Intelligence, and JAVA. He has published extensively in Scopus-indexed journals and IEEE conferences and has received a Best Paper Award at an international conference and holds a published patent and copyright. He has also earned certifications from NPTEL in Data Science and NLP and participated in numerous FDPs and workshops. Additionally, he has organized technical events and contributed to institutional roles including internships, placements, and curriculum development.

Publications

Journal Article

Year : 2025

Enhancing Aspect Based Sentiment Analysis with a Hybrid Model for Hindi Language

Cite this Research Publication : Vijay Kumar Soni, Enhancing Aspect Based Sentiment Analysis with a Hybrid Model for Hindi Language, Journal of Information Systems Engineering and Management, Science Research Society, 2025, https://doi.org/10.52783/jisem.v10i20s.3129

Publisher : Science Research Society

Year : 2023

Rule-Based Approach in Aspect-Based Sentiment Analysis of Hindi Text

Cite this Research Publication : Vijay Kumar, Soni Smita Selot, Rule-Based Approach in Aspect-Based Sentiment Analysis of Hindi Text, 2023 International Conference on Advances in Computation, Communication and Information Technology (ICAICCIT), IEEE, 2023, https://doi.org/10.1109/icaiccit60255.2023.10466118

Publisher : IEEE

Year : 2023

Aspect Term Extraction and Sentiment Polarity Assignment with Lexical Resources in Aspect Based Sentiment Analysis

Cite this Research Publication : A paper titled “Aspect Term Extraction and Sentiment Polarity Assignment with Lexical Resources in Aspect Based Sentiment Analysis, " published in the International Journal of Applied Engineering and Technology, vol. 5 No. S5 (Sep-Oct 2023), ISSN: 2633-4828

Publisher : International Journal of Applied Engineering & Technology

Year : 2021

A Survey of Part of Speech Tagging Approaches in Hindi

Cite this Research Publication : A paper titled “A Survey of Part of Speech Tagging Approaches in Hindi” was published in Neuro Quantology, November 2021, Volume 19, Issue 11, Page 952-962, doi:10.48047/nq.2021.19.11. NQ21311

Conference Paper

Year : 2024

IoT and Machine Learning-Based Smart Soil Irrigation Farming Systems

Cite this Research Publication : Dakshita Thote, Vedanti Lanjewar, Vedant Sharma, Priyansh Agrawal, Vijay Kumar Soni, IoT and Machine Learning-Based Smart Soil Irrigation Farming Systems, 2024 IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS), IEEE, 2024, https://doi.org/10.1109/sceecs61402.2024.10482246

Publisher : IEEE

Year : 2024

Domain Specific Text Summarization for Hindi Using Transformer-Based Models

Cite this Research Publication : Vijay Kumar Soni, Apeksha Sakhare, Nitin Rakesh, Priya Dasarwar, Domain Specific Text Summarization for Hindi Using Transformer-Based Models, 2024 International Conference on Information Science and Communications Technologies (ICISCT), IEEE, 2024, https://doi.org/10.1109/icisct64202.2024.10956484

Publisher : IEEE

Year : 2022

A Systematic Review On Sentiment Analysis Approaches

Cite this Research Publication : Durgesh Srivastava, Vijay Kumar Soni, A Systematic Review On Sentiment Analysis Approaches, 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), IEEE, 2022, https://doi.org/10.1109/icacite53722.2022.9823769

Publisher : IEEE

Year : 2022

The Use of Supervised Text Classification Techniques: A Comprehensive Study

Cite this Research Publication : Vijay Kumar Soni, Durgesh Srivastava, The Use of Supervised Text Classification Techniques: A Comprehensive Study, 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), IEEE, 2022, https://doi.org/10.1109/icacite53722.2022.9823416

Publisher : IEEE

Year : 2022

A survey of deep learning techniques in the field of sentiment analysis for the hindi language

Cite this Research Publication : Kumar Soni Vijay, Selot Smita, A survey of deep learning techniques in the field of sentiment analysis for the hindi language, i-manager's Journal on Computer Science, i-manager Publications, 2022, https://doi.org/10.26634/jcom.10.1.18752

Publisher : i-manager Publications

Year : 2021

A Comprehensive Study for the Hindi Language to Implement Supervised Text Classification Techniques

Cite this Research Publication : Vijay Kumar Soni, Smita Selot, A Comprehensive Study for the Hindi Language to Implement Supervised Text Classification Techniques, 2021 6th International Conference on Signal Processing, Computing and Control (ISPCC), IEEE, 2021, https://doi.org/10.1109/ispcc53510.2021.9609401

Publisher : IEEE

Book Chapter

Year : 2021

Classification of HCI and Issues and Challenges in Smart Home HCI Implementation

Cite this Research Publication : Pramod Vishwakarma, Vijay Kumar Soni, Gaurav Srivastav, Abhishek Jain, Classification of HCI and Issues and Challenges in Smart Home HCI Implementation, Cognitive Behavior and Human Computer Interaction Based on Machine Learning Algorithm, Wiley, 2021, https://doi.org/10.1002/9781119792109.ch2

Publisher : Wiley

FDP / Workshops
  • Attended one-week online FDP on “High Performance Computing” from 6th-11th January 2025 in BIT, Durg (C.G.).
  • Attended a One-week online FDP on “Data Science and Machine Learning Applications for Engineering and Sciences” from 21st -27th October 2024 in Shri Vishnu Engineering Colleges for Women, Bhimavaram, India.
  •   Attended Four-week FDP on “Natural Language Processing” from January to April 2024 by NPTEL-AICTE.
  • Attended a five-day workshop on “Future of AI and ML in Cyber Security” from 4th -9th September,2023 by NIT, Patna.
  • Attended Four-week FDP on “Python for Data Science” from July to August 2023 by NPTEL-AICTE.
  • Attended a five-day workshop on “Real analysis, algebra and number theory with some applications” from 3rd -8th July 2023 by the CSE department, GHRCE, Nagpur.
  • Attended five-day workshop on “AR and VR” from 19th -23rd June 2023 by DIC department, GHRCE, Nagpur.
  • Attended AICTE Training and Learning (ATAL) Academy Online FDP on “Data Science” by the National Institute of Technology, Agartala from 1st – 5th February 2021.
  • Attended AICTE Training and Learning (ATAL) Academy Online FDP on “Natural Language Processing in Artificial Intelligence” by Sri Jayachamareajendra College of Engineering from 27th – 31st January 2021.
  • Attended the National workshop on “Evaluation and Assessment in Teaching Learning Process” organized by Chandigarh University from 23rd -24th January 2021.
  • Attended AICTE Training and Learning (ATAL) Academy Online FDP on “Artificial Intelligence” by Bhilai Institute of Technology, Durg from 18th -22nd January 2021.
  • Attended AICTE – ISTE Online FDP on “Data Science Analytics and Visualization Tools” by Shri Shankaracharya Technical Campus, Bhilai from 23rd -28th November 2020.
  • Attended one week of FDP on “Multi-Objective Optimization Methods for Engineering and Scientific Applications” by SSTC, Bhilai from 26th-31st October 2020.
  • Attended 30 Hours of FDP on “Python for Beginners” by Electronics & ICT Academy, IIT Roorkee associated with CloudxLab from 4th, May to 4th, June 2020.
  • Attended one week of FDP on “R Programming” by Spoken Tutorial, IIT Bombay from 27th April to 1st May 2020.
  • Attended one week of FDP on “RPA Technology” by UiPath in NITTTR, Chandigarh from 22nd to 27th, July 2019.
  • Attended one week of FDP on “Machine Learning and Application” by Cognizant in Chandigarh University from 2nd, July 2019 to 7th, July 2019.
  • Attended a one-week of FDP on “Deep Learning and Application” organized by IIT, Roorkee from 27th April to 1st June 2019.
  • Attended a workshop on “Introduction to Data Science using Python and R Tool” organized by CCSIT, TMU from 25th -28th July 2018 at TMU, Moradabad (U.P.).
  • Attended a workshop on “Digital Design through Arduino” organized by IIT Hyderabad Teaching Learning Center, on 6th August 2016 at SSTC, Bhilai (C.G.).
  • Attended a workshop on “Java EE7 for Enterprise Application Development” from 27th -31st, Jan 2015 in OPJIT, Raigrah (C.G.).
  • Attended workshop ISTE Sponsored STTP on “Recent Advances in Software Engineering” (RASE-2014),16th-21st June 2014 in SSTC, Bhilai (C.G.).
  • Attended SERC School on “Advanced Software Engineering Techniques and their applications” to be held at the CSE Department, NIT, Rourkela from 4th- 8th June 2012.
  • Attended Workshop on “Data Structures Algorithm and Complexity” organized by BIT, Durg September 2008.
  • Attended Workshop on “Latest Advances on Data Structure and Algorithm” organized by Thapar University, Patiala June 2008.
Invited Talks / Conferences Attended
  •  As a resource person in the National Webinar on “Digital Marketing, Cyber security, and Artificial Intelligence” from Shaildevi Mahavidyalaya, Durg (C.G.) ,2021.

International Conference

  • A paper titled “Implementation of AES algorithms in Audio Steganography approach” was published at the international conference REACT-10, Anand Institute of Higher Technology (AIHT), Chennai on 15th and 16th April 2010.
  • A paper titled “Analysis & Dual Encrypted Data Applying the Audio Steganography Approach” was published at the International Conference on Emerging Trends in Engineering Technology 2010 in Tamil Nadu on 25th and 26th March 2010.
  • A paper titled “Quantum cryptography on Fiber optics network” was published in the international conference “CONIAPS-X”, GGU, Bilaspur, on 12th – 14th January 2008.
  • A paper titled “Architecture and Applications of Semantic Web: An Emerging Technology of Computer Science” was published at the international conference, CONIAPS-X, Bilaspur on 12th – 14th January 2008.

National Conference

  •  A paper titled “Classification Technique Approach in Aspect Based Sentiment Analysis: A Survey Report” was published in AICTE sponsored National E-conference on Data Science and its Applications on 26th & 27th July 2021.
  • A paper titled “Big Data for Natural Language Processing: A Survey Report” was published in AICON 18, CSIT, Durg (C.G.) 20th & 21st, April 2018.
  • A paper titled “Part of Speech Tagging Approaches in Hindi: A Literature Survey” was published in BITCON 2016, Recent Advances in Computing Techniques and its Application- January 2016.
  • A paper titled “Application Layer Mobility Management Scheme for Wireless Internet “was published in Technological Revolution in Application Development and Intelligent Systems – in October 2009.
  •   A paper titled “SEMANTIC WEB-An emerging technology for processing information intelligently on the web “was published in the All India seminar on Advanced Communication Techniques & Networking Challenges – January 2007.
  • A paper titled “Quantum Cryptography at Technological Revolution in Application Development and Intelligent System” was published in BITCON, October 2007.

Membership

  • Life Time Membership of the International Institute of Organized Research (I2OR), India since September 2021.
  • Life Time Membership of the International Association of Engineering (IAENG), India since June 2023.
Awards
  • Letter of Appreciation for the award of “Best Team of Administration Role” from Chandigarh University on 5th, September 2022.
  • Letter of Appreciation for the award of “Role in Institutional Building” from Chandigarh University on 7th, September 2021.
  • Letter of Appreciation for excellent academic result in B.tech (CSE)-IV sem. from Poornima University, Jaipur (R.J.) on 15th August 2018.
  • Letter of Appreciation for excellent academic result in B.tech (CSE)-II sem. from Poornima University, Jaipur (R.J.) on 26th January 2018.
  • Best Paper Award at International Conference on Emerging Trends in Engineering Technology 2010 Tamil Nadu on 25th and 26th March 2010.
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