Dr. Minni Jain

Computer Science & Engineering

Phone:-
Email: minnijain@dtu.ac.in, minnijain91@gmail.com

Qualifications

B.Tech, M.Tech, Ph.D.

Areas of Interest

Natural Language Processing, Soft Computing, Social Media Analysis

 Address: Room No. 215A, Academic Block-4, Department of Computer Science and Engineering, Delhi Technological University, Shahbad Daulatpur, Main Bawana Road, Delhi-110042, India.

Google Scholar: https://scholar.google.co.in/citations?user=rAV43LwAAAAJ&hl=en

ORCID: https://orcid.org/0000-0003-2661-3895

Honors/Awards

1. Recipient of Gold Medal in M.Tech (IS), 2015

2. Reciepint of  Commendable Research Award for Excellence in Research by Delhi Technological University (DTU), 2023. 

List of Publications

Journal 

17. Minni Jain  “Ranking Influential Nodes in Social Networks based on the Game of Thieves Algorithm" to the Concurrency and Computation: Practice and Experience.Concurrency and Computation: Practice and Experience, 2025

16. Jain, Minni, Rajni Jindal, and Amita Jain. "Automatic Construction of Interval-Valued Fuzzy Hindi WordNet using Lexico-Syntactic Patterns and Word Embeddings." ACM Transactions on Asian and Low-Resource Language Information Processing (2024).

15. Jain, Minni, Rajni Jindal, and Amita Jain. "Lexical Semantics Identification Using Fuzzy Centrality Measures and BERT Embedding." National Academy Science Letters 47, no. 3 (2024): 329-333.

14. Jain, Minni, Siddh Jain, Amita Jain, and Bhavuk Garg. "CDME-GAT: Context-Aware Depression Detection Using Multiembedding and Graph Attention Networks in Social Media Text." IEEE Transactions on Computational Social Systems (2024).

13. Jain, Minni, Rajni Jindal, and Amita Jain. "Code?mixed Hindi?English text correction using fuzzy graph and word embedding." Expert Systems 41, no. 7 (2024): e13328.

12. Jain, M., Jindal, R. & Jain, A. DoSLex: automatic generation of all domain semantically rich sentiment lexicon. Lang Resources & Evaluation (2024). https://doi.org/10.1007/s10579-024-09753-9

11. Jain, M., Jindal, R. & Jain, A. An experimental study of game theory with various word embeddings for automatic extractive text summarizationMultimed Tools Appl (2024). https://doi.org/10.1007/s11042-024-19828-y

10. Arjun Choudhry, Indu Khatri, Minni Jain and Dinesh K. Vishwakarma, "An Emotion-Aware Multitask Approach to Fake News and Rumor Detection Using Transfer Learning," in IEEE Transactions on Computational Social Systems, doi: 10.1109/TCSS.2022.3228312. (SCIE IF-4.747)

9. Sharma, Arushi, Anubha Kabra, and Minni Jain. "Ceasing hate with MoH: Hate Speech Detection in Hindi–English code-switched language." Information Processing & Management 59, no. 1 (2022): 102760. (SCIE IF-7.466)

8.  Jain, Minni, Ashima Suvarna, and Amita Jain. "An evolutionary game theory based approach for query expansion." Multimedia Tools and Applications 81, no. 2 (2022): 1971-1995.2. (SCIE IF-2.577)

7. Jain, Minni, Grusha Bhalla, Amita Jain, and Swati Sharma. "Automatic keyword extraction for localized tweets using fuzzy graph connectivity measures." Multimedia Tools and Applications (2022): 1-26. (SCIE IF-2.577)

6.  Jain, Minni, Aman Jaswani, Ankita Mehra, and Laqshay Mudgal. "EDGly: detection of influential nodes using game theory." Multimedia Tools and Applications 81, no. 2 (2022): 1625-1647. (SCIE IF-2.577)

5. Jain, Minni, Ravneet Punia, and Ishika Hooda. "Neural machine translation for Tamil to English." Journal of Statistics and Management Systems 23, no. 7 (2020): 1251-1264.

4. Jain, Minni, Aman Jaswani, Ankita Mehra, and Laqshay Mudgal. "Rumour source detection using game theory." International Journal of Interactive Multimedia and Artificial Intelligence (2020). (SCIE IF-4.936)

3. Jain, Amita, Minni Jain, Goonjan Jain, and Devendra K. Tayal. "“UTTAM” An Efficient Spelling Correction System for Hindi Language Based on Supervised Learning." ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) 18, no. 1 (2018): 1-26. (SCIE IF-1.471)

2. Aggarwal, Ayush, Chhavi Sharma, Minni Jain, and Amita Jain. "Semi supervised graph based keyword extraction using lexical chains and centrality measures." Computación y Sistemas 22, no. 4 (2018): 1307-1315.

1.Jain, Amita, and Minni Jain. "Location based Twitter opinion mining using common-sense information." Global Journal of Enterprise Information System 9, no. 2 (2017): 28-32.

 

Conference Papers

 

28. N. Bhatt, A. Jain, M. Jain and S. Bhatt, "Depression Detection from Speech Using a Voting Ensemble Approach," 2024 IEEE 8th International Conference on Information and Communication Technology (CICT), Prayagraj UP, India, 2024, pp. 1-6, doi: 10.1109/CICT64037.2024.10899608.

27. Jain, Minni, Rajni Jindal, and Amita Jain. "Building Domain-Specific Sentiment Lexicon Using Random Walk-Based Model on Common-Sense Semantic Network." In International Conference on Innovative Computing and Communication, pp. 193-204. Singapore: Springer Nature Singapore, 2023.

26. Jain, Minni, Rajni Jindal, and Amita Jain. "Automatic Keyphrase Extraction Using Fuzzy-Based Evolutionary Game Theory Approach." In International Conference on Data Analytics & Management, pp. 159-167. Singapore: Springer Nature Singapore, 2023.

25. Singh, Jyoti, Ishan Mangotra, Minni Jain, and Amita Jain. "A hybrid approach for depression detection using word embedding, Naive Bayes and Bi-LSTM models." In International Conference on Advances in Data-driven Computing and Intelligent Systems, pp. 295-307. Singapore: Springer Nature Singapore, 2023.

24. Choudhry, Arjun, Inder Khatri, and Minni Jain. "An emotion-based multi-task approach to fake news detection (student abstract)." In Proceedings of the AAAI conference on artificial intelligence, vol. 36, no. 11, pp. 12929-12930. 2022.

23. Jain, Minni, Banavath Gayathri, and Ritwik Ranjan. "SentiGames-A Game Theoretic Approach To Sentiment Analysis." In 2022 7th International Conference on Communication and Electronics Systems (ICCES), pp. 963-968. IEEE, 2022.

22. Jain, Minni, Gaurav Sharma, and Amita Jain. "A scientometric inspection of research based on WordNet lexical during 1995–2019." In Smart Computing Techniques and Applications: Proceedings of the Fourth International Conference on Smart Computing and Informatics, Volume 2, pp. 87-94. Springer Singapore, 2021.

21. Allawadi, Sidhant, Vivek Rana, and Minni Jain. "Multimedia data summarization using joint integer linear programming." In 2021 5th International Conference on Computing Methodologies and Communication (ICCMC), pp. 1462-1466. IEEE, 2021.

20. Goel, Pratyush, Samarth Singhal, Snehil Aggarwal, and Minni Jain. "Multi domain fake news analysis using transfer learning." In 2021 5th International Conference on Computing Methodologies and Communication (ICCMC), pp. 1230-1237. IEEE, 2021.

19. Jain, Minni, Gaurav Sharma, and Amita Jain. "A scientometric inspection of research based on WordNet lexical during 1995–2019." In Smart Computing Techniques and Applications: Proceedings of the Fourth International Conference on Smart Computing and Informatics, Volume 2, pp. 87-94. Springer Singapore, 2021.

18. Jain, Minni, Rishabh Doshi, Vibhu Sehra, and Divyashikha Sethia. "Exploring the Effects of Different Embedding Algorithms and Neural Architectures on Early Detection of Alzheimer's Disease." In ISIC, pp. 376-383. 2021.

17. Jain, Minni, Sidharth Bansal, and Yatin Gupta. "Experimental comparison and scientometric inspection of research for word embeddings." In Proceedings of 3rd International Conference on Computing Informatics and Networks: ICCIN 2020, pp. 3-11. Springer Singapore, 2021.

16. Jain, Minni, Aman Jaswani, Ankita Mehra, and Laqshay Mudgal. "Effects of Social Distancing on Spread of a Pandemic: Simulating Trends of COVID-19 in India." In Data Analytics and Management: Proceedings of ICDAM, pp. 399-413. Springer Singapore, 2021.

15. Jain, Minni, Puneet Goel, Puneet Singla, and Rahul Tehlan. "Comparison of various word embeddings for hate-speech detection." In Data Analytics and Management: Proceedings of ICDAM, pp. 251-265. Springer Singapore, 2021.

14. Beniwal, Rohit, Minni Jain, and Yatin Gupta. "Opinion mining to aid user acceptance testing for open beta versions." In Proceedings of International Conference on Artificial Intelligence and Applications: ICAIA 2020, pp. 291-301. Springer Singapore, 2021.

13. Punia, Ravneet, Aditya Sharma, Sarthak Pruthi, and Minni Jain. "Improving neural machine translation for Sanskrit-English." In Proceedings of the 17th International Conference on Natural Language Processing (ICON), pp. 234-238. 2020.

12. Rastogi, Harshita, and Minni Jain. "A correlative study of centrality measures across real-world networks." In 2020 Fourth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud)(I-SMAC), pp. 987-994. IEEE, 2020.

11.Jain, Minni, Prajwal Kumar Bhati, Pranav Kataria, and Rohit Kumar. "Modelling logistic growth model for COVID-19 pandemic in India." In 2020 5th International Conference on Communication and Electronics Systems (ICCES), pp. 784-789. IEEE, 2020.

10. Jain, Minni, Maitree Leekha, and Mononito Goswami. "A multi-task approach to open domain suggestion mining (student abstract)." In Proceedings of the AAAI Conference on Artificial Intelligence, vol. 34, no. 10, pp. 13817-13818. 2020.

9. Jain, Minni, and Harshita Rastogi. "Automatic text summarization using soft-cosine similarity and centrality measures." In 2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA), pp. 1021-1028. IEEE, 2020.

8. Leekha, Maitree, Mononito Goswami, and Minni Jain. "A multi-task approach to open domain suggestion mining using language model for text over-sampling." In Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part II 42, pp. 223-229. Springer International Publishing, 2020.

7. Saluja, Vasu, Minni Jain, and Prakarsh Yadav. "L, M&A: An Algorithm for Music Lyrics Mining and Sentiment Analysis." In CATA, pp. 475-483. 2019.

6.  Minni Jain, Amita Jain, Aheli Ghosh, Tanish Grover and Utkarsh Tyagi  "Classifying Question Papers with Bloom’s Taxonomy using Machine Learning Algorithms " In AMITY INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE - AICAI’19, Dubai, 2019.

5. Rohit Beniwal, Minni Jain, Rishabh Aggarwal, and Manish Rawat. “Translating sentences using RDF Graphs.” In Automation and Computational Engineering (ICACE), 2018 International Conference on. IEEE, 2018. 

4.Chhavi Sharma, Minni Jain, Ayush Aggarwal.“Keyword Extraction using Graph Centrality and Wordnet” in International Conference, Towards Extensible and Adaptable Methods in Computing – TEAMC 2018, Netaji Subhas Institute of Technology (NSIT), New Delhi (2018).

3. Minni Jain, Amita Jain, Amit C. “Role of Sentiment Lexicons in Sentiment Analysis and their Performance” in IndiaCom, 2018.

2. Amita Jain, Minni Jain “Non-Word Error Detection and Correction for Hindi Language” published in the IEEE conference on “ International Conference on Data Mining And Intelligence Computing” ICDMIC 2013

 1.  Minni Jain. “Role of Optical Computing in Green Information Technology “ published in the National Seminar on “Advancement in Cloud Computing and Green IT Technology “ held at Indian Habitat Centre, New Delhi, 2011

 

 

Last Updated : 2025-04-02 11:57:43