{"id":14172,"date":"2018-11-27T11:19:35","date_gmt":"2018-11-27T11:19:35","guid":{"rendered":"http:\/\/www.uwb.edu\/?p=14172"},"modified":"2024-05-30T02:13:23","modified_gmt":"2024-05-30T09:13:23","slug":"naveen-kumar","status":"publish","type":"page","link":"https:\/\/www.uwb.edu\/business\/faculty\/naveen-kumar","title":{"rendered":"Naveen Kumar"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Naveen Kumar<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">EDUCATION<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2006 Ph.D. in Industrial Engineering, University of Washington, Seattle, WA<\/li>\n\n\n\n<li>2003 Master of Science, Industrial Engineering, University of Washington, Seattle, WA<\/li>\n\n\n\n<li>2002 Master of Science, Industrial Engineering, University of Tennessee, Knoxville, TN<\/li>\n\n\n\n<li>1997 Bachelor of Engineering, Punjab Engineering College, India<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">RESEARCH INTERESTS<\/h3>\n\n\n\n<p>Applications of Artificial Intelligence, Machine-Learning, and Econometrics on Digital Platforms, Information Systems, Healthcare<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ACADEMIC EXPERIENCE<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2018 &#8211; Present: Assistant Professor \u2013 MIS, School of Business, University of Washington Bothell<\/li>\n\n\n\n<li>2015 &#8211; 2018: Assistant Professor, Department of Business Information and Technology (BIT), Fogelman College of Business and Economics, University of Memphis, Memphis, TN<\/li>\n\n\n\n<li>2012 &#8211; 2015: Adjunct Faculty, Master of Healthcare Administration, Pacific University, Forest Grove, OR<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">INDUSTRY EXPERIENCE<\/h3>\n\n\n\n<p>2006 &#8211; 2015: Researcher\/Analyst &#8211; Machine Learning and Big Data Analytics, Intel Corporation, USA<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">TEACHING EXPERIENCE<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\n\t\n\t\n<p>Machine-Learning for Business<\/p>\n<\/li>\n\n\n\n<li>\n\t\n\t\n<p>Programming for Business<\/p>\n<\/li>\n\n\n\n<li>\n\t\n\t\n<p>Statistics for Business<\/p>\n<\/li>\n\n\n\n<li>\n\t\n\t\n<p>Digital Platform Analytics<\/p>\n<\/li>\n\n\n\n<li>\n\t\n\t\n<p>Enterprise Architecture<\/p>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">SELECTED RESEARCH PUBLICATION<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Paruchuri, S., Pollock, T. and Kumar, N. 2019. \u201cOn the tip of the brain: Understanding when negative reputational events can have positive reputation spillovers, and for how long,\u201d forthcoming in Strategic Management Journal (SMJ).<\/li>\n\n\n\n<li>Kumar, N., Qiu, L. and Kumar, S. 2018. \u201c<a href=\"https:\/\/pubsonline.informs.org\/doi\/abs\/10.1287\/isre.2017.0749?journalCode=isre\" target=\"_blank\" rel=\"noopener\">Exit, Voice, and Response in Digital Platforms: An Empirical Investigation of Online Management Response Strategies<\/a>,\u201d Information Systems Research, 29(4), 849-870.\n\t\n\t\n<ul class=\"wp-block-list\">\n<li>Media Coverage: \u201c<a href=\"http:\/\/www.fox.temple.edu\/posts\/2017\/10\/online-management-responsiveness-good-business\/\" target=\"_blank\" rel=\"noopener\">Is Online Management Responsiveness Good for Business?<\/a>\u201d Fox School News, October 16, 2017. <\/li>\n\n\n\n<li>Best Paper Nomination, Conference on Information Systems and Technology (CIST), 2017.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Kumar, N., Venugopal, D., Qiu, L. and Kumar, S. 2018. \u201c<a href=\"https:\/\/www.tandfonline.com\/doi\/abs\/10.1080\/07421222.2018.1440758?journalCode=mmis20&amp;\" target=\"_blank\" rel=\"noopener\">Detecting Review Manipulation on Online Platforms with Hierarchical Supervised Learning<\/a>,\u201d Journal of Management Information Systems, 35(1), 350-380.<\/li>\n\n\n\n<li>Kumar, N., Mastrangelo, C. and Montgomery, D. 2011. \u201c<a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/full\/10.1002\/qre.1176\" target=\"_blank\" rel=\"noopener\">Hierarchical Modeling using Generalized Linear Models<\/a>,\u201d Quality and Reliability Engineering International, 27(6): 835-42.<\/li>\n\n\n\n<li>Kumar, N., Kennedy, K., Gildersleeve, K., Abelson, R., Mastrangelo, C.M. and Montgomery, D.C. 2006. \u201c<a href=\"https:\/\/www.tandfonline.com\/doi\/abs\/10.1080\/00207540600596874\" target=\"_blank\" rel=\"noopener\">A Review of Yield Modeling Techniques in Semiconductor Manufacturing<\/a>,\u201d International Journal of Production Research, 44(23): 5019-36.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">WORKING PAPERS<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kumar, N., Qiu, L. and Kumar, S. \u201c<a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=2997653\" target=\"_blank\" rel=\"noopener\">A Hashtag is Worth a Thousand Words: An Empirical Investigation of Social Media Strategies in Trademarking Hashtags<\/a>,\u201d In revision for resubmission at Management Science.<\/li>\n\n\n\n<li>Kumar, N., Venugopal, D., Qiu, L. and Kumar, S. \u201c<a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=3258708\" target=\"_blank\" rel=\"noopener\">Detecting Anomalous Online Reviewers: An Unsupervised Approach Using Mixture Models<\/a>,\u201d Submitted to Journal of Management Information Systems.<\/li>\n\n\n\n<li>Rezaee, Z. and Kumar, N. \u201cIntegration of Big Data Education into the Business Curriculum\u201d (Work-In-Progress)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">BOOK CHAPTERS<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kumar, N. \u201cUsing Data Analytics Techniques to Evaluate Performance,\u201d Book Chapter in Applying Quality Management in Healthcare: A Systems Approach, by Spath, Patrice L.,\u200e Kelly, Diane L., 4th Edition, Health Administration Press. 2017, Pages 167-202.<\/li>\n\n\n\n<li>Mastrangelo, C., Kumar, N. and Forrest, D. \u201cHierarchical Modeling for Monitoring Defects,\u201d Book Chapter in Frontiers in Statistical Quality Control by Lenz, Hans-Joachim; Wilrich, Peter-Theodor; Schmid, Wolfgang (Eds.), 1st Edition. January 2010, Pages 225-36.<\/li>\n\n\n\n<li>Mastrangelo, C. and Kumar, N. \u201cFeedback Control,\u201d Book Chapter in Encyclopedia of Statistics in Quality and Reliability. John Wiley and Sons, Ltd. March 2008.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">GRANTS<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Microsoft Azure Research Award ($20,000.00 Credit) (Year 2017-2018)<\/li>\n\n\n\n<li>Securing Online Review Platforms: An Anomaly Detection Framework using Advanced Machine-Learning. Funded by the Cluster to Advance Cyber Security &amp; Testing (CAST), FedEx Institute of Technology (FIT), University of Memphis. ($12,000 per year) (Years 2015-2016, 2017-2018, 2018-2019)<\/li>\n\n\n\n<li>Applications of Data Science Principles in Software Testing. Funded by the FedEx Corporation ($12,000 per year) (Years 2015-2016, 2017-2018)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Contact Information<\/h3>\n\n\n\n<p><a href=\"mailto:nkchawla@uw.edu\">nkchawla@uw.edu<\/a><br>\n(425) 352-5236<br>\nUW2-321<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Naveen Kumar EDUCATION RESEARCH INTERESTS Applications of Artificial Intelligence, Machine-Learning, and Econometrics on Digital Platforms, Information Systems, Healthcare ACADEMIC EXPERIENCE INDUSTRY EXPERIENCE 2006 &#8211; 2015: Researcher\/Analyst &#8211; Machine Learning and Big Data Analytics, Intel Corporation, USA TEACHING EXPERIENCE SELECTED RESEARCH PUBLICATION WORKING PAPERS BOOK CHAPTERS GRANTS Contact Information nkchawla@uw.edu (425) 352-5236 UW2-321<\/p>\n","protected":false},"author":44,"featured_media":0,"parent":769,"menu_order":41,"comment_status":"open","ping_status":"open","template":"","meta":{"_acf_changed":false,"_is_archived":false,"_archived_contact_email":"","footnotes":""},"class_list":["post-14172","page","type-page","status-publish","hentry"],"acf":{"related_links":{"toggle_visibility":false,"link_1":"","link_2":"","link_3":"","link_4":"","link_5":""},"highlight_box":{"toggle_visibility":false,"title":"","content":"","button":"","button_style":"angled-purple-button","button_screen_reader_text":""},"contact_type_1":{"toggle_visibility":true,"contact_title":"School of Business","email":"uwbbusiness@uw.edu","phone":"425.352.5394","box":"Box 358533","address_line_1":"18807 Beardslee Blvd, Suite 210","address_line_2":"Bothell, WA 98011","location":""},"contact_type_2":{"toggle_visibility":false,"contact_title":"","email":"","phone":"","box":"","address_line_1":"","address_line_2":"","location":""},"social_media":{"toggle_visibility":false,"facebook_url":"","instagram_url":"","linkedin_url":"","twitter_url":"","youtube_url":""},"blog_archive_sidebar_visibility":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Naveen Kumar - School of Business<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.uwb.edu\/business\/faculty\/naveen-kumar\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Naveen Kumar - School of Business\" \/>\n<meta property=\"og:description\" content=\"Naveen Kumar EDUCATION RESEARCH INTERESTS Applications of Artificial Intelligence, Machine-Learning, and Econometrics on Digital Platforms, Information Systems, Healthcare ACADEMIC EXPERIENCE INDUSTRY EXPERIENCE 2006 &#8211; 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