Dr. Nargis Pervin
Assistant Professor
PhD (Information Systems), National University of Singapore, Singapore (2015).
M.Tech (Computer Science) , Indian Statistical Institute, Kolkata (2009).
M.Sc. (Industrial Mathematics and Informatics), Indian Institute of Technology, Roorkee (2006).
+91-44-2257 4574
nargisp[at]iitm[.]ac[.]in
Office : DoMS 407
Areas of Interest
- Social Network Mining
- Recommender System
- Mobile App Analytics
- Econometric Modeling
Journal Publications
- Balaji, M, Pervin, N, “Context Aware POI Recommendation using Personalized BiRank”, under review
- Hussain, S., Yadav P., Pervin, N., “Capitalizing Multi-modality and Aspect-Sentiments in Social Recommender Systems”, under review
- Sanjay K, Pervin N, "Integration of local and global interests: A preference aware sequential recommender", under review
- 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
Conferences
- Pratyush Yadav, Nargis Pervin, "Revisiting Sleeping Beauties in Science: A Novel Coefficient to Identify Delayed Recognition using Citation Trajectories", Pre-ICIS SIGDSA Symposium 2023
- Pratyush Yadav, Nargis Pervin, "When Web of Science and Twitter Collaborate: Lessons Learned from COVID-19 Associated Mental Health", ICHL 2023
- Rajaram R, Manoj Bhardwaj, Vasan V S, "Enhancing Scalability in Recommender Systems through Lottery Ticket Hypothesis and Knowledge Distillation-based Neural Network Pruning", WITS 2023
- Abhishek Kulkarni, Nargis Pervin, "Knowledge based Context aware Group Recommender System for Point of Interest Recommendation", WITS 2023
- S Krishnamurthy, N Pervin, "How to Find Better Neighbors?: A Context Aware Session-based Recommendation", WITS 2022
- S Acharyaa, N Pervin, "Towards Cross Domain Recommendations: A Personality Based Probabilistic Matrix Factorization Approach", WITS 2022
- Yadav P, N pervin, "Antecedents of Perceived Fairness and User Trust in Scientific Recommender Systems", PACIS 2022
- Balaji, Pervin N, "Context Aware POI Recommendation using Bipartite Graph", AMCIS 2022
- S Krishnamurthy, N Pervin, "Generalized Representtion of Electronic Health Records for Unplanned Hospital Readmission", ECIS 2022
- S Krishnamurthy, N Pervin, "Impression and Feature Aware Sequential Recommender", WITS 2021
- P Yadav, Anju R, N Pervin,"What Do We Know? A Bibliometric Analysis of Current Literature on COVID-19 and its Implications", HICSS 2021
- P Yadav, S Hussain, N Pervin, "InfoRec: An Information Retrieval and Recommendation Engine for Scientific Papers", WITS 2020
- P Yadav, N Remala, N Pervin, "Reccite: A hybrid approach to recommend potential papers" 2019 IEEE international conference on big data (big data), 2019
- 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
- Keertana V. Chidambaram, Nargis Pervin, \Effect of Agglomeration in the Restaurant Industry", Americas Conference on Information Systems (AMCIS), 2018
- 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
- 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
- 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
- Pervin, N., Phan, T.Q.,Datta, A., Takeda, H., Toriumi, F. "Hashtag Popularity on Twitter: Analyzing Co-occurrence of Multiple Hashtags", HCI International, 2015
- Pervin,N., Takeda, H., Toriumi, F. "Factors Affecting Retweetability : An Event-Centric Analysis on Twitter", International Conference on Information Systems(ICIS), 2014
- 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
- ervin,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
- Pervin,N., Datta, A., Dutta, K. "Towards Generating Recommendations on Large Dynamically Growing Domains.", Pacific Asia Conference on Information Systems(PACIS), 2013
- 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
- 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
- Datta,A., Dutta,K., Kajanan,S., Pervin,N., "A Mobile App Search Engine", Mobile Computing, Applications, and Services(MobiCASE), 2011
- Fang,F., Pervin,N.,Datta,A., Dutta,K., VenderMeer,D. "Detecting Twitter Trends in Real Time", Workshop on Information Technology and Systems (WITS), 2011
- 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
Book Chapter
- 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)
Teaching Interests
- 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
Professional Activities
- 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
- MS (by Research) Student:
Student Achievements
- 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)
Experience
- 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)
