Dr. Nargis PervinAssistant ProfessorThis email address is being protected from spambots. You need JavaScript enabled to view it.
Office: DoMS 407
Phone: 2257 4574 (O)
Phone: 2257 4574 (O)
Academic Background
- 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)
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
- 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
- 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
- 17th International Conference on Design Science Research in Information Systems and Technology, 2022, 2019
- Interntional Conference on Information Systems, 2021
- 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
- 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:
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)