Dr. Goonjan Jain

Dr. Goonjan Jain has over a decade of experience in teaching, research, and software development. She is currently an Assistant Professor at Delhi Technological University, Delhi (formerly DCE). Prior to joining academia, she worked with a multinational technology company.

Dr. Jain holds a Ph.D. with a specialization in Natural Language Processing (NLP) and an M.Tech. in Computer Science and Technology, both from Jawaharlal Nehru University (JNU), Delhi.

Her research interests include Natural Language Processing, Artificial Intelligence, Graph Theory, and Game Theory. She has published many research papers in prestigious international journals and conferences, including Nature Portfolio's Scientific Reports and COLING.

Teaching Experience Details:

Industry Experience Details:

1. Reetika Singh, Goonjan Jain, FuBAKE: Bayesian gamified fuzzy ant colony optimization for semantic-driven unsupervised keyphrase extraction, Applied Soft Computing, Volume 186, Part B, 2026, 114104, ISSN 1568-4946, https://doi.org/10.1016/j.asoc.2025.114104.
2. Himani Pokhriyal, Goonjan Jain, Sarcasm detection with induced sentimental cues using heuristic search based on unconstrained optimisation learning quantifying callousness on social media, Neurocomputing, Volume 645, 2025,130499, ISSN 0925-2312, https://doi.org/10.1016/j.neucom.2025.130499.
3. Punetha, N., Jain, G. Advancing sentiment analysis by addressing negation handling challenge via unsupervised mathematical approach. Soc. Netw. Anal. Min. 15, 20 (2025). https://doi.org/10.1007/s13278-025-01416-z
4. Himani Pokhriyal and Goonjan Jain. 2025. Supposititious Sarcasm Detection and Sentiment Analysis Coping Hindi Language in Social Networks Harnessing Zipf- Mandelbrot Probabilistic Optimisation and Perplexity Entropy Learning. ACM Trans. Asian Low-Resour. Lang. Inf. Process. 24, 2, Article 17 (February 2025), 28 pages. https://doi.org/10.1145/3712061
5. Punetha, N., Jain, G. Advancing sentiment classification through a population game model approach. Sci Rep 14, 20540 (2024). https://doi.org/10.1038/s41598-024-70766-z
6. Punetha, N., Jain, G. Recommendation Framework for Products Using Optimization Algorithms. Natl. Acad. Sci. Lett. 47, 659–662 (2024). https://doi.org/10.1007/s40009-024-01401-8
7. Punetha, N., Jain, G. Optimizing Sentiment Analysis: A Cognitive Approach with Negation Handling via Mathematical Modelling. Cogn Comput 16, 624–640 (2024). https://doi.org/10.1007/s12559-023-10227-3
8. Punetha, N., Jain, G. Integrated shannon entropy and COPRAS optimal model-based recommendation framework. Evol. Intel. 17, 385–397 (2024). https://doi.org/10.1007/s12065-023-00886-4
9. PUNETHA, N., JAIN, G. Unsupervised sentiment analysis of Hindi reviews using MCDM and game model optimization techniques. S?dhan? 48, 195 (2023). https://doi.org/10.1007/s12046-023-02255-4
10. Punetha, N., & Jain, G. (2023). Game theory and MCDM-based unsupervised sentiment analysis of restaurant reviews. Applied intelligence (Dordrecht, Netherlands), 1–22. Advance online publication. https://doi.org/10.1007/s10489-023-04471-1
11. Punetha, N., Jain, G. Aspect and orientation-based sentiment analysis of customer feedback using mathematical optimization models. Knowl Inf Syst 65, 2731–2760 (2023). https://doi.org/10.1007/s10115-023-01848-z
12. Neha Punetha, Goonjan Jain, Bayesian game model based unsupervised sentiment analysis of product reviews, Expert Systems with Applications, Volume 214, 2023, 119128, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2022.119128.
13. Goonjan Jain and D. K. Lobiyal. 2022. Word Sense Disambiguation using Cooperative Game Theory and Fuzzy Hindi WordNet based on ConceptNet. ACM Trans. Asian Low-Resour. Lang. Inf. Process. 21, 4, Article 79 (July 2022), 25 pages. https://doi.org/10.1145/3502739
14. Jain, G., & Bansal, A. (2020). Common sense based automatic query expansion. Journal of Information and Optimization Sciences, 41(7), 1579–1587. https://doi.org/10.1080/02522667.2020.1802130
15. Jain G, Lobiyal DK. Word sense disambiguation using implicit information. Natural Language Engineering. 2020;26(4):413-432. doi:10.1017/S1351324919000421
16. Amita Jain, Minni Jain, Goonjan Jain, and Devendra K. Tayal. 2018. “UTTAM”: An Efficient Spelling Correction System for Hindi Language Based on Supervised Learning. ACM Trans. Asian Low-Resour. Lang. Inf. Process. 18, 1, Article 8 (March 2019), 26 pages. https://doi.org/10.1145/3264620

Published Books:

1. Goonjan Jain, Kanika Garg - "Mastering Natural Langauge Processing Using Python" , Sultan Chand and Sons,  ISBN-13 ‏ : ‎ 978-9349290624

Book Chapters:

1. Himani Pokhriyal, Goonjan Jain - Sarcasm Detection: Acknowledging Misleading Content in Social Media Using Optimised Wilson's Technique and Gumbel Mechanism, Harnessing Artificial Emotional Intelligence for Improved Human-Computer Interactions, DOI: 10.4018/979-8-3693-2794-4.ch012

2. Nehsa Punetha, Goonjan Jain, Ruby Rani, Optimizing Sentiment Analysis Model for Sustainable Stock Forecasting Management, Management of Sustainable Development, https://doi.org/10.1201/9781003505754