• Social Network Mining
• Recommender System
• Mobile App Analytics
• Econometric Modeling    

• Anju R, Nargis Pervin, "CredBERT: Credibility-Aware BERT Model for Fake News Detection", to be submitted
• Pratysuh Yadav, Nargis Pervin, "From Sleeping Beauties to Belle of the Ball: Uncovering Hidden Gems in Scholarly Literature", to be submitted
• Pratysuh Yadav, Anju R, Nargis Pervin, "When Web of Science and Twitter Collaborate: Leveraging
  Natural Language Processing to Identify Key Themes on COVID-19 Associated Mental Health", to be submitted
• Balaji, M, Pervin, N, “Context Aware POI Recommendation using Personalized BiRank”, to be submitted
• Hussain, S., Yadav P., Pervin, N., “Capitalizing Multi-modality and Aspect-Sentiments in Social Recommender Systems”, to be submitted
• Sanjay K, Hari Prasad,  Nargis Pervin, Girish, Rahul Ghosh, "Purchase and Session Aware Recommendation with Graph
  Neural Networks", to be submitted
• Sanjay K, Nargis Pervin, "Collaborative Long-tail Session-based Recommendations", under review
• Rajaram R, Nargis Pervin, Enhancing Scalability in Recommender Systems through Lottery Ticket Hypothesis and Knowledge Distillation-based Neural Network Pruning, under review
• Abhishek Kulkarni, Nargis Pervin, "Knowledge-Based Context-Aware Group Recommender System for Point of Interest Recommendation", under review
  
• Somdeep Acharyya, and Nargis Pervin*,"Enhancing Cross-Domain Recommendations: Leveraging Personality-Based Transfer Learning with Probabilistic Matrix Factorization", Expert Systems with Applications (2024)
• Sanjay K, Pervin N, "Integration of local and global interests: A preference aware sequential recommender", Neurocomputing, 2024
• Yadav, P. and Pervin, N.,” Towards efficient navigation in digital libraries: Leveraging popularity, semantics and communities to recommend scholarly articles”. Journal of Informetrics, 2022.
• Pervin, N,  Ramasubbu N, Dutta K, "Habitat Traps in Mobile Platform Ecosystems" , Production and Operation Management, 2019
• LR Divyaa, N Pervin, "Towards Generating Scalable Personalized Recommendations: Integrating Social Trust, Social Bias, and Geo-spatial Clustering", Decision Support Systems (2019)
• Pervin, N., Fang, F., Datta,A., Dutta, K., VanderMeer, D. "Fast, Scalable, and Context-Sensitive Detection of Trending Topics in Microblog Post Streams." ACM Transactions on Management Information Systems, Vol. 3, No. 4, Article. 19, 2013
• Datta,A., Dutta, K., Kajnan, S., Pervin, N. "A mobile app search engine." ACM Mobile Networks and Applications(MONET), Vol. 18, No. 1, pages: 42-59, 2013

International Conference publications

1. Deshmukh Prasad, N Pervin*, “KTReq: Knowledge Aware Transformer Based Prerequisite Identification in MOOC”, WITS 2024
2. Anju, R., N Pervin*, “Leveraging SCIBERT for Fake News Analysis: Insights from Bibliometric and Thematic Analysis”, WITS 2024
3. Yadav P., N Pervin*, Michael Scholz, “Ahead of the Curve: Identifying Timely Potential in IS Research - Determinants of Delayed Recognition and Insights into Reader Engagement”, ICIS 2024 Treo
4. Deshmukh Prasad, N Pervin*, "Course Navigator: Towards Personalized Learning Paths", ICIS 2024 Treo.
5. Yadav P., N Pervin*, "Unlocking the Potential of Bibliometric Analysis in the Age of Big Data and Artificial Intelligence", ECIS 2024 Treo.
6. Anju R, Nargis Pervin*, Domain-aware Credibility Assessment for Improved Fake News Detection on Twitter, ECIS 2024 Treo.
7. Lianbiaklal S, Yadav Pratyush, Varisha Rehman, Nargis Pervin, "Understanding of Marketer-Generated content in Food Brands", 46th ISMS Marketing Science Conference, 2024.
8. Pratyush Yadav, Nargis Pervin*, "Revisiting Sleeping Beauties in Science: A Novel Coefficient to Identify Delayed Recognition using Citation Trajectories", Pre-ICIS SIGDSA Symposium 2023
9. Rajaram R, Manoj Bhardwaj, Vasan V S, Pervin, N.*, "Enhancing Scalability in Recommender Systems through Lottery Ticket Hypothesis and Knowledge Distillation-based Neural Network Pruning", WITS 2023
10. Abhishek Kulkarni, Nargis Pervin*, "Knowledge based Context aware Group Recommender System for Point of Interest Recommendation", WITS 2023
11. S Krishnamurthy, N Pervin*, "How to Find Better Neighbors?: A Context Aware Session-based Recommendation", WITS 2022
12. S Acharyaa, N Pervin*, "Towards Cross Domain Recommendations: A Personality Based Probabilistic Matrix Factorization Approach", WITS 2022
13. Yadav P, N Pervin*, "Antecedents of Perceived Fairness and User Trust in Scientific Recommender Systems", PACIS 2022
14. Balaji, Pervin N*, "Context Aware POI Recommendation using Bipartite Graph", AMCIS 2022
15. S Krishnamurthy, N Pervin*, "Generalized Representation of Electronic Health Records for Unplanned Hospital Readmission", ECIS 2022
16. P Yadav, Anju R, N Pervin*, "What Do We Know? A Bibliometric Analysis of Current Literature on COVID-19 and its Implications", HICSS 2021
17. S Krishnamurthy, N Pervin*, "Impression and Feature Aware Sequential Recommender", WITS 2021
18. P Yadav, S Hussain, N Pervin*, "InfoRec: An Information Retrieval and Recommendation Engine for Scientific Papers", WITS 2020
19. P Yadav, N Remala, N Pervin*, "Reccite: A hybrid approach to recommend potential papers" 2019 IEEE international conference on big data (big data), 2019
20. Divyaa L.R., Aniruddha Tamhane, Nargis Pervin*, "A Clustering Based Social Matrix Factorization Technique for Personalized Recommender Systems", Americas Conference on Information Systems (AMCIS), 2018
21. Keertana V. Chidambaram, Nargis Pervin*, "Effect of Agglomeration in the Restaurant Industry", Americas Conference on Information Systems (AMCIS), 2018
22. Binil Kuriachan and Nargis Pervin*, "ALDA: An Aggregated LDA for Polarity Enhanced Aspect Identification Technique in Mobile App Domain", International Conference on Design Science Research in Information Systems and Technology (DESRIST), 2018
23. Aniruddha Tamhane, Divyaa L.R., Nargis Pervin*, "An Entity based LDA for Generating Sentiment Enhanced Business and Customer Profiles from Online Reviews", HCI International, 2018
24. Renuka Devi S.K., Prakash Sai L. and Nargis Pervin*, "Modeling Wicked Problems in Healthcare using Interactive Qualitative Analysis: The Case of Patients’ Internet Usage", The 19th International Symposium on Knowledge and Systems Sciences, 2018
25. Pervin, N., Phan, T.Q.,Datta, A., Takeda, H., Toriumi, F. "Hashtag Popularity on Twitter: Analyzing Co-occurrence of Multiple Hashtags", HCI International, 2015
26. Pervin, N., Takeda, H., Toriumi, F. "Factors Affecting Retweetability: An Event-Centric Analysis on Twitter", International Conference on Information Systems (ICIS), 2014
27. Cazabet, R., Pervin, N., Toriumi, F., Takeda, H. "Information Diffusion on Twitter: everyone has its chance, but all chances are not equal", International Conference on Signal-Image Technology and Internet-Based Systems (SITIS), 2013
28. Pervin, N., Cazabet, R., Datta, A., Toriumi, F., Takeda, H. "User Roles in the time of Crisis: A social Media Analysis", Workshop on Information Technology and Systems (WITS), 2013
29. Pervin, N., Datta, A., Dutta, K. "Towards Generating Recommendations on Large Dynamically Growing Domains.", Pacific Asia Conference on Information Systems (PACIS), 2013
30. Kajanan, S., Pervin, N., Ramasubbu, N., Dutta, K., Datta, A., "Takeoff and Sustained Success of Apps in Hypercompetitive Mobile Platform Ecosystems: An Empirical Analysis", International Conference on Information Systems (ICIS), 2012
31. Ramasubbu, N., Kajanan, S., Pervin, N., Dutta, K., Datta, A. "Surviving Hyper-Competitive, Unforgiving Platform Ecosystems: Examining Developer Strategies in iOS and Android Marketplaces." Workshop on Information Technology and Systems (WITS), 2012
32. Datta, A., Dutta, K., Kajanan, S., Pervin, N., "A Mobile App Search Engine", Mobile Computing, Applications, and Services (MobiCASE), 2011
33. Fang, F., Pervin, N.,Datta, A., Dutta, K., VenderMeer, D. "Detecting Twitter Trends in Real Time", Workshop on Information Technology and Systems (WITS), 2011
34. Pervin, N., Layek, L., Das, N. "Localized algorithms for connected set covering problems in wireless sensor networks", International Conference on Parallel Distributed and Grid Computing (PDGC), 2010

National Conference Publications

35. Pratyush Yadav, Nargis Pervin*, "When Web of Science and Twitter Collaborate: Lessons Learned from COVID-19 Associated Mental Health", ICHL 2023
36. Anju, R., N Pervin*, "Determinants of Health-Related Fake News Sharing: Application of Maslow's Hierarchy of Needs Model", ICMR 2023
37. Anju, R., N Pervin*, "A Trust Evaluation Framework for Assessing Credibility of Twitter Users", ISDSI-Global 2023

• Pervin, N., Nishant, R., "Navigating the Educational Research Maze - Contextual, Conceptual, Methodological and transformational challenges and Opportunities for Researcher”, DOI: 10.1007/978-3-319-39853-2 Chapter: 12, Publisher: Palgrave MacMillan, Editors: Dolene Rossi, Francis Gacenga, Patrick Dahaner (Oct 2016)

• MBA Courses:
  • MS5561: Information Systems Analysis
  • MS5729 : Social Media Computing
  • MS5269 : Information Technology Lab
  • MS5005 : Spreadsheets for business data analysis
  • MS5070 : Software Product Management
• EMBA courses:
  • MS9433: Information Technology for Digital Economy
  • MS9434: Analytics for Business and Society

• Reviewer of papers of International journals/conferences:
  • Decision Support Systems
  • ACM Transactions on Management Information Systems
  • IEEE Transactions on Computational Social Systems
  • IEEE Transactions on Engineering Management
  • Social Network Analysis and Mining
  • Heliyon
  • IEEE Engineering Management Review
  • Journal of Organizational Computing and Electronic Commerce
  • Computing Intelligence
  • Scientometrics
  • ACM Transactions on Management Information Systems
  • Information Technology and Management
  • Pre-ICIS SIGDSA, 2023
  • 17th International Conference on Design Science Research in Information Systems and Technology, 2022, 2019, 2023
  • Interntional Conference on Information Systems, 2021, 2023
  • The Pacific Asia Conference on Information Systems, 2019
  • Workshop on Information Technologies and Systems, 2012, 2013, 2015, 2017, 2018, 2020
  • European Conference on Information Systems (ECIS), 2012
  • Member, Association for Information Systems, 2012 to Present.
• Served as AE/Program Chairs
  • Associtate Editor, International Conference on Information Systems (ICIS), 2022
  • Associtate Editor, International Conference on Information Systems (ICIS), 2021
  • PC Member, The 32nd Workshop on Information Technologies and Systems (WITS), 2022, 2023
  • Demo/Prototype Session Chair, The 30th Workshop on Information Technologies and Systems (WITS), 2020
  • Local arrangement chair,International Conference on Design Science Research in Information Systems and Technology (DESRIST) 2018
  • Associate Editor of Pacific Asia Conference on Information Systems (PACIS), 2018
  • Program committee member for International Conference on Marketing, Technology and Society, IIM Kozhikode 2016
• Student Guidance:
  • MS (by Research) Student:
    Graduated: 2 (1 as co-guide)
    Ongoing: 5
  • PhD Student:
    Ongoing: 3

• Pratyush Yadav, "Enriching the Information Seeking Experience in a Digital Library Ecosystem: From Mining and Organizing Information to Obtaining Fair Recommendations", Accepted in ICIS Doctoral Consortium
• Best AMCIS 2022 Top 25% Complete Papers, Manmath, Davangave Balaji and Pervin, Nargis, Context Aware POI Recommendation using Bipartite Graph" AMCIS (2023)

• Assistant Professor, IIT Madras, Nov 2016- Present
• Visiting Faculty, IIITDM Kancheepuram, Dec, 2015-Oct, 2016
• Junior Systems Consultant at Metalogic Systems, Kolkata, India, (Aug , 2009 –Dec, 2009)