{"id":76241,"date":"2026-05-04T12:24:31","date_gmt":"2026-05-04T06:54:31","guid":{"rendered":"https:\/\/doms.iitm.ac.in\/?page_id=76241"},"modified":"2026-05-05T15:24:49","modified_gmt":"2026-05-05T09:54:49","slug":"nargis-pervin-profile","status":"publish","type":"page","link":"https:\/\/doms.iitm.ac.in\/index.php\/people\/new-profile\/nargis-pervin-profile\/","title":{"rendered":"nargis-Pervin-profile"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"76241\" class=\"elementor elementor-76241\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ab0007 e-flex e-con-boxed e-con e-parent\" data-id=\"4ab0007\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b8a2961 e-flex e-con-boxed e-con e-parent\" data-id=\"b8a2961\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b913d01 doms-academic-factuly-profile-tabs e-n-tabs-mobile elementor-widget elementor-widget-n-tabs\" data-id=\"b913d01\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;horizontal_scroll&quot;:&quot;disable&quot;}\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"194067713\" aria-label=\"Tabs. Open items with Enter or Space, close with Escape and navigate using the Arrow keys.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-1940677131\" data-tab-title-id=\"e-n-tab-title-1940677131\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-1940677131\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tInterests &amp; Experience\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1940677132\" data-tab-title-id=\"e-n-tab-title-1940677132\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1940677132\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tJournal Publications\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1940677133\" data-tab-title-id=\"e-n-tab-title-1940677133\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1940677133\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tConferences\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1940677134\" data-tab-title-id=\"e-n-tab-title-1940677134\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1940677134\" style=\"--n-tabs-title-order: 4;\">\n\t\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tProfessional Activities &amp; Awards\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-1940677131\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1940677131\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-e422a1e e-con-full e-flex e-con e-child\" data-id=\"e422a1e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-dc4b377 e-flex e-con-boxed e-con e-child\" data-id=\"dc4b377\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b3714c7 elementor-widget elementor-widget-text-editor\" data-id=\"b3714c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h1 class=\"doms-pb1-heading\">Teaching &amp; Research Interests<\/h1><div><ul class=\"doms-pb1-list\"><li>Social Network Mining<\/li><li>Recommender Systems<\/li><li>Mobile App Analytics<\/li><li>Econometric Modeling<\/li><\/ul><\/div><p>[Image of recommender system architecture]<\/p><h2 class=\"doms-pb1-heading\">Teaching Interests<\/h2><div><h3><strong>MBA Courses<\/strong><\/h3><ul class=\"doms-pb1-list small-text\"><li>Information Systems Analysis<\/li><li>Social Media Computing<\/li><li>Information Technology Lab<\/li><li>Spreadsheets for Business Data Analysis<\/li><li>Software Product Management<\/li><\/ul><h3><strong>EMBA Courses<\/strong><\/h3><ul class=\"doms-pb1-list small-text\"><li>Information Technology for Digital Economy<\/li><li>Analytics for Business and Society<\/li><\/ul><\/div><p>Experience<\/p><div class=\"doms-pb1-scroll-box\"><ul class=\"doms-pb1-list small-text\"><li><strong>Associate Professor<\/strong>, Department of Management Studies, IIT Madras (May 2025 \u2013 Present).<\/li><li><strong>Assistant Professor<\/strong>, Department of Management Studies, IIT Madras (Nov 2016 \u2013 May 2025).<\/li><li><strong>Visiting Faculty<\/strong>, IIITDM Kancheepuram (Dec 2015 \u2013 Oct 2016).<\/li><li><strong>Junior Systems Consultant<\/strong>, Metalogic Systems, Kolkata, India (Aug 2009 \u2013 Dec 2009).<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1940677132\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1940677132\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-0646a3b e-con-full e-flex e-con e-child\" data-id=\"0646a3b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d283adf e-flex e-con-boxed e-con e-child\" data-id=\"d283adf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-931ae2e elementor-widget elementor-widget-text-editor\" data-id=\"931ae2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h1 class=\"doms-pb1-heading\">Recent Publications (Selected)<\/h1><div class=\"doms-pb1-scroll-box\"><ul class=\"doms-pb1-list small-text\"><li>CredBERT: Credibility-aware BERT model for fake news detection.\u00a0<em>R Anju,\u00a0<strong>N Pervin<\/strong><\/em>. Data &amp; Knowledge Engineering, 2025.<\/li><li>Knowledge-based Context-aware Group Recommender System for Point of Interest recommendation.\u00a0<em><strong>N Pervin<\/strong>, A Kulkarni, A Adarsh, S Som<\/em>. Decision Support Systems, 2025.<\/li><li>Enhancing Cross-Domain Recommendations: Leveraging Personality-Based Transfer Learning with Probabilistic Matrix Factorization.\u00a0<em>Somdeep Acharyya, and\u00a0<strong>Nargis Pervin*<\/strong><\/em>. Expert Systems with Applications, 2024.<\/li><li>Integration of local and global interests: A preference aware sequential recommender.\u00a0<em>Sanjay K,\u00a0<strong>Pervin N<\/strong><\/em>. Neurocomputing, 2024.<\/li><li>Towards efficient navigation in digital libraries: Leveraging popularity, semantics and communities to recommend scholarly articles.\u00a0<em>Yadav, P. and\u00a0<strong>Pervin, N.<\/strong><\/em>\u00a0Journal of Informetrics, 2022.<\/li><\/ul><\/div><h2 class=\"doms-pb1-heading\">In Pipeline (Under Review \/ Upcoming)<\/h2><div class=\"doms-pb1-scroll-box\"><ul class=\"doms-pb1-list small-text\"><li><strong>[Under Review]<\/strong>\u00a0Personalized Learning Path Generation Using Large Language Models and Sequential Recommendations (Prasad Deshmukh, Harshit Samrat,\u00a0<strong>Nargis Pervin<\/strong>).<\/li><li><strong>[Under Review]<\/strong>\u00a0Collaborative Long-tail Session-based Recommendations (Sanjay K,\u00a0<strong>Nargis Pervin<\/strong>).<\/li><li><strong>[Upcoming]<\/strong>\u00a0Purchase and Session Aware Recommendation with Graph Neural Networks (Sanjay K, Hari Prasad,\u00a0<strong>Nargis Pervin<\/strong>, Girish, Rahul Ghosh).<\/li><li><strong>[Upcoming]<\/strong>\u00a0From Sleeping Beauties to Belle of the Ball: Uncovering Hidden Gems in Scholarly Literature (Pratysuh Yadav,\u00a0<strong>Nargis Pervin<\/strong>).<\/li><\/ul><\/div><h2 class=\"doms-pb1-heading\">Book Chapter<\/h2><ul class=\"doms-pb1-list small-text\"><li>Pervin, N., Nishant, R., &#8220;Navigating the Educational Research Maze&#8221;, Palgrave MacMillan (2016).<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1940677133\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1940677133\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-d7872f5 e-con-full e-flex e-con e-child\" data-id=\"d7872f5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-44f964c e-flex e-con-boxed e-con e-child\" data-id=\"44f964c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86f1d52 elementor-widget elementor-widget-text-editor\" data-id=\"86f1d52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h1 class=\"doms-pb1-heading\">International Conferences (Selected)<\/h1><div class=\"doms-pb1-scroll-box\"><ul class=\"doms-pb1-list small-text\"><li><strong>N Pervin*<\/strong>\u00a0et al., \u201cKTReq: Knowledge Aware Transformer Based Prerequisite Identification in MOOC\u201d, WITS 2024.<\/li><li>Yadav P.,\u00a0<strong>N Pervin*<\/strong>, Michael Scholz, \u201cAhead of the Curve: Identifying Timely Potential in IS Research\u201d, ICIS 2024 Treo.<\/li><li>Anju R,\u00a0<strong>Nargis Pervin*<\/strong>, &#8220;Domain-aware Credibility Assessment for Improved Fake News Detection on Twitter&#8221;, ECIS 2024 Treo.<\/li><li>Rajaram R, &#8230;\u00a0<strong>Pervin, N.*<\/strong>, &#8220;Enhancing Scalability in Recommender Systems through Lottery Ticket Hypothesis&#8230;&#8221;, WITS 2023.<\/li><li>S Krishnamurthy,\u00a0<strong>N Pervin*<\/strong>, &#8220;How to Find Better Neighbors?: A Context Aware Session-based Recommendation&#8221;, WITS 2022.<\/li><li>Pervin, N., et al., &#8220;Hashtag Popularity on Twitter: Analyzing Co-occurrence of Multiple Hashtags&#8221;, HCI International, 2015.<\/li><\/ul><\/div><h1 class=\"doms-pb1-heading\">National Conferences<\/h1><ul class=\"doms-pb1-list small-text\"><li>Samrudhhi Patil,\u00a0<strong>Nargis Pervin<\/strong>, &#8220;Large Language Models in recommendation systems&#8221;, 15th CERE 2025 IIM Indore.<\/li><li>Pratyush Yadav,\u00a0<strong>Nargis Pervin*<\/strong>, &#8220;When Web of Science and Twitter Collaborate&#8230;&#8221;, ICHL 2023.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1940677134\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1940677134\" data-tab-index=\"4\" style=\"--n-tabs-title-order: 4;\" class=\" elementor-element elementor-element-e5790b6 e-flex e-con-boxed e-con e-child\" data-id=\"e5790b6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bb6d98e e-con-full e-flex e-con e-child\" data-id=\"bb6d98e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0f3af7 elementor-widget elementor-widget-text-editor\" data-id=\"f0f3af7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h1 class=\"doms-pb1-heading\">Leadership &amp; Editorial<\/h1><div><ul class=\"doms-pb1-list small-text\"><li><strong>Associate Editor<\/strong>, International Conference on Information Systems (ICIS), 2021, 2022<\/li><li><strong>PC Member<\/strong>, WITS (2022, 2023)<\/li><li><strong>Associate Editor<\/strong>, PACIS 2018<\/li><li><strong>Local Arrangement Chair<\/strong>, DESRIST 2018<\/li><li><strong>Reviewer<\/strong>\u00a0for ACM TMIS, IEEE TEM, Heliyon, Decision Support Systems, and major IS conferences (ICIS, ECIS, PACIS).<\/li><\/ul><\/div><h1 class=\"doms-pb1-heading\">Student Achievements &amp; Guidance<\/h1><ul class=\"doms-pb1-list small-text\"><li><strong>Best MS Thesis Award (2025):<\/strong>\u00a0Prasad Deshmukh<\/li><li><strong>Best AMCIS Top 25% Paper (2023):<\/strong>\u00a0Manmath, Davangave Balaji and Pervin<\/li><li><strong>Doctoral Consortium (ICIS):<\/strong>\u00a0Pratyush Yadav<\/li><li><strong>Guidance:<\/strong>\u00a02 MS Graduated, 5 MS Ongoing, 3 PhD Ongoing.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Interests &amp; Experience Journal Publications Conferences Professional Activities &amp; Awards Teaching &amp; Research Interests Social Network Mining Recommender Systems Mobile App Analytics Econometric Modeling [Image of recommender system architecture] Teaching Interests MBA Courses Information Systems Analysis Social Media Computing Information Technology Lab Spreadsheets for Business Data Analysis Software Product Management EMBA Courses Information Technology for&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":76193,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-76241","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/doms.iitm.ac.in\/index.php\/wp-json\/wp\/v2\/pages\/76241","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/doms.iitm.ac.in\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/doms.iitm.ac.in\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/doms.iitm.ac.in\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/doms.iitm.ac.in\/index.php\/wp-json\/wp\/v2\/comments?post=76241"}],"version-history":[{"count":7,"href":"https:\/\/doms.iitm.ac.in\/index.php\/wp-json\/wp\/v2\/pages\/76241\/revisions"}],"predecessor-version":[{"id":76817,"href":"https:\/\/doms.iitm.ac.in\/index.php\/wp-json\/wp\/v2\/pages\/76241\/revisions\/76817"}],"up":[{"embeddable":true,"href":"https:\/\/doms.iitm.ac.in\/index.php\/wp-json\/wp\/v2\/pages\/76193"}],"wp:attachment":[{"href":"https:\/\/doms.iitm.ac.in\/index.php\/wp-json\/wp\/v2\/media?parent=76241"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}