{"id":68,"date":"2022-05-31T11:42:24","date_gmt":"2022-05-31T18:42:24","guid":{"rendered":"https:\/\/blogs.ubc.ca\/analyticsailab\/?page_id=68"},"modified":"2026-04-06T13:42:47","modified_gmt":"2026-04-06T20:42:47","slug":"projects","status":"publish","type":"page","link":"https:\/\/blogs.ubc.ca\/analyticsailab\/projects\/","title":{"rendered":"Grants \/ Projects"},"content":{"rendered":"<p>Our portfolio of sponsored research, supported by SSHRC, UBC, and industry partners including Samsung Electronics and Hyundai Motor Group, examines how AI and advanced analytics shape organizational strategy, productivity, innovation, and societal outcomes across business, healthcare, and digital platforms. We <span style=\"font-size: 1rem;\">thank all the sponsors for their contributions!<\/span><\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-335\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/CER-120x120.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/CER-120x120.jpeg 120w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/CER.jpeg 225w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><strong>Awakening Precision Sleep Health: Integrating Genomics, Wearables, and Ethics through AI<\/strong><\/p>\n<p>Sponsor: NFRF, PI: Min Hyung Ryu, Co-PIs: Gene Moo Lee, Najib Ayas, Collaborator: Matthew Moll, Amount: $250,000 (2 years; 2026\/03\/31-2028\/03\/30)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-332\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/samsung-120x120.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>Exploratory Research on AI Transformation in B2B Markets<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/research.samsung.com\/srca\" target=\"_blank\" rel=\"noopener\">Samsung R&amp;D Canada (SRCA)<\/a>, PI: Gene Moo Lee, Managers: Sungoh Hwang, Alvin Chan, RA: Angela Kwon, Amount: $79,030 (1 year; 2025\/05\/30-2026\/05\/29)<\/p>\n<hr \/>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"size-thumbnail wp-image-1465 alignleft\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2026\/02\/HMG-logo-120x120.png\" alt=\"\" width=\"120\" height=\"120\" \/>Advancing Generative AI-based Framework to Improve Design Process Productivity<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/www.hyundaimotorgroup.com\/\" target=\"_blank\" rel=\"noopener\">Hyundai Motor Group<\/a>, PI: Gene Moo Lee, Manager: Jihui Choi, Co-PI: Mi Zhou, RAs: Xiaoke Zhang, Angela Kwon, Amount: US$68,181.70 (9 months; 2025\/07\/10~2026\/04\/10)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-332\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/samsung-120x120.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>AI, Data, and Health Strategy Consulting<\/strong><\/p>\n<p>Company: <a href=\"https:\/\/research.samsung.com\/srca\" target=\"_blank\" rel=\"noopener\">Samsung R&amp;D Canada (SRCA)<\/a><\/p>\n<p>Consultant: Gene Moo Lee (11 months; 2026\/02~2026\/12)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-89\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-logo-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>Exploration and Development of AI Techniques for Efficient Identity Management of UBC IT Systems<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/it.ubc.ca\/\" target=\"_blank\" rel=\"noopener\">UBC IT<\/a>, Manager: Marcela Hernandez, PI: Gene Moo Lee, RAs: Kyrstal Li, Chion Kim, Yousef Jafarnia, Pranav Mehta, Amount: $61,176 (8 months; 2025\/09\/01~2026\/04\/30)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-77 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder.jpeg 200w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><strong>Biopharma Firm&#8217;s AI Capability and Clinical Trials<\/strong><\/p>\n<p>Sponsor: UBC Sauder School of Business, PI: Gene Moo Lee, RA: Angela Kwon, Amount: $2,500 (1 year; 2025\/08\/01~2026\/07\/31)<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-82 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo-150x150.png\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo-150x150.png 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo.png 254w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><\/p>\n<p><strong>The Impact of Generative AI on the Creator Economy<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/sshrc-crsh.canada.ca\/en\/funding\/opportunities\/insight-grants.aspx\" target=\"_blank\" rel=\"noopener\">SSHRC Insight Grants<\/a>, PI: Mi Zhou, Co-Applicant: Gene Moo Lee, RA: Xiaoke Zhang, Amount: $88,561 (36 months: 2024\/06\/01-2027\/05\/31)<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<h3>Proposals under Review\/Preparation<\/h3>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-332\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/samsung-120x120.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>AI-Driven Precision Sleep Health using Clinical Data and Consumer Wearables<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/research.samsung.com\/srca\" target=\"_blank\" rel=\"noopener\">Samsung R&amp;D Canada (SRCA)<\/a>, PI: Gene Moo Lee, Co-PIs: Min Hyung Ryu, Najib Ayas, Manager: Sungoh Hwang, RA: Angela Kwon, Amount: ($159,740, 1 year)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-82 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo-150x150.png\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo-150x150.png 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo.png 254w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><\/p>\n<p><strong>How AI Adoption Types Shape Audit Fees and Quality<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/sshrc-crsh.canada.ca\/en\/funding\/opportunities\/insight-grants.aspx\" target=\"_blank\" rel=\"noopener\">SSHRC Insight Grants<\/a>, PI: Rajesh Vijayaraghavan, Co-Applicant: Gene Moo Lee, Collaborators: Pauline Wu, Jaecheol Park, Requested Amount: $251,300 (4 years)<\/p>\n<hr \/>\n<p class=\"p1\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-1226\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2025\/02\/nrf-logo-120x120.jpg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2025\/02\/nrf-logo-120x120.jpg 120w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2025\/02\/nrf-logo-300x300.jpg 300w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2025\/02\/nrf-logo.jpg 369w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><strong>Human-AI Collaboration in Software Development: A Scientific Validation of Performance through Embedding-Based Knowledge Transformation Metrics<\/strong><\/p>\n<p>Sponsor: National Research Foundation of Korea, PI: Wooje Cho, Co-PIs: Kyootae Lee, Gene Moo Lee, Requested Amount: $218,913 (3 years)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-1476\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2026\/02\/Screenshot-2026-02-13-at-11.30.32-AM-120x120.png\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>AI-Driven Skin Diagnosis Using Deep Learning and Consumer Camera Imagery<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/www.chavron.co.kr\/\" target=\"_blank\" rel=\"noopener\">Chavron<\/a>, PI: Gene Moo Lee, Manager: Sang Man Lee, Amount: $100,000 (1 year)<\/p>\n<hr \/>\n<h3>Completed Projects<\/h3>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-332\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/samsung-120x120.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>AI Strategy Consulting<\/strong><\/p>\n<p>Company: Samsung R&amp;D Canada (SRCA)<\/p>\n<p>Consultant: Gene Moo Lee (10 months; 2025\/03~2025\/12)<\/p>\n<hr \/>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-1369\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2025\/06\/Screenshot-2025-06-23-at-10.06.00\u202fPM-120x120.png\" alt=\"\" width=\"120\" height=\"120\" \/>News Quality vs. Promptness: Investigating Large Language Models\u2019 Impact on Modern Journalism<\/strong><\/p>\n<p>API Sponsor: <a href=\"https:\/\/www.muhayu.com\/muhayu\" target=\"_blank\" rel=\"noopener\">Muhayu<\/a>, PI: Gene Moo Lee, Co-PIs: Myunghwan Lee, Mi Zhou, RA: Xiaoke Zhang (8 months; 2025\/05-2025\/12)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-77 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder.jpeg 200w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><strong>Unpacking the AI Blackbox:\u202f The Impact of AI Strategies on Firm Performance with a Dual Lens on Product and Process Orientation<\/strong><\/p>\n<p>Sponsor: UBC Sauder School of Business, PI: Gene Moo Lee, RA: Jaecheol Park, Amount: $5,000 (1 year; 2024\/08\/01~2025\/07\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-82 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo-150x150.png\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo-150x150.png 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo.png 254w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><\/p>\n<p><strong>Robots Serve Humans? Understanding the Economic and Societal Impacts of AI Robots in the Service Industry<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/www.sshrc-crsh.gc.ca\/results-resultats\/recipients-recipiendaires\/2022\/idg-sds-eng.aspx\" target=\"_blank\" rel=\"noopener\">SSHRC Insight Development Grant<\/a>, PI: Gene Moo Lee, RA: Myunghwan Lee, Amount: $49,440 (3 years; 2022\/06\/01-2025\/05\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-332\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/samsung-120x120.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>Estimating the Economic Value of Mobile Device Management on Firm Performance<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/research.samsung.com\/srca\" target=\"_blank\" rel=\"noopener\">Samsung R&amp;D Canada (SRCA)<\/a>, PI: Gene Moo Lee, Manager: Sungoh Hwang, RA: Jaecheol Park, Amount: $91,224 (Period: 13 months; 2023\/09\/28-2024\/10\/31)<\/p>\n<hr \/>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"size-thumbnail wp-image-1211 alignleft\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2025\/01\/kia-120x120.jpg\" alt=\"\" width=\"120\" height=\"120\" \/>Generative AI-based Framework to Improve Design Process Productivity<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/www.hyundai-ngv.com\/en\/main\/index.do\" target=\"_blank\" rel=\"noopener\">Kia \/ Hyundai NGV<\/a>, PI: Gene Moo Lee, Manager: Voho Seo, Co-PI: Mi Zhou, RA: Xiaoke Zhang, Amount: $78,283 (Period: 9 months; 2024\/02\/08~2024\/10\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-77\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder.jpeg 200w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><strong>Mobile Resilience: The Effect of Mobile Device Management on Firm Performance against Major Shocks<\/strong><\/p>\n<p>Sponsor: UBC Sauder School of Business, PI: Gene Moo Lee, RA: Jaecheol Park, Amount: $6,000 (1 year; 2023\/08\/01~2024\/07\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-749\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2023\/05\/algocare-logo-120x120.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2023\/05\/algocare-logo-120x120.jpeg 120w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2023\/05\/algocare-logo.jpeg 200w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><\/p>\n<p><strong>R&amp;D Collaboration Exploration for AI-Based Personalized Healthcare Solution<\/strong><\/p>\n<p>Sponsor: <a href=\"https:\/\/kiat.or.kr\/eng\/user\/main.do\" target=\"_blank\" rel=\"noopener\">Korea Institute for Advancement of Technology (KIAT, \ud55c\uad6d\uc0b0\uc5c5\uae30\uc220\uc9c4\ud765\uc6d0)<\/a>, PI: Gene Moo Lee, Manager: Kwangtae Kim (<a href=\"https:\/\/www.algocare.me\/\" target=\"_blank\" rel=\"noopener\">AlgoCare \/ \uc54c\uace0\ucf00\uc5b4<\/a>), RA: Myunghwan Lee, Amount: $48,663 (7 months; 2023\/06-2023\/12)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-676\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2023\/03\/logo_transparent-120x120.png\" alt=\"\" width=\"120\" height=\"120\" \/><strong>How Does AI-Generated Voice Affect Online Content Creation? Evidence from TikTok<\/strong><\/p>\n<p>API Sponsor: <a href=\"https:\/\/ensembledata.com\/company\" target=\"_blank\" rel=\"noopener\">Ensemble Data<\/a>, PIs: Gene Moo Lee, Mi Zhou, RA: Xiaoke Zhang (2 years; 2022-2023)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-77 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder.jpeg 200w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><\/p>\n<p><strong>AI Capability or AI Washing? Analyzing the Impacts of Stated AI Strategies and AI Executions<\/strong><\/p>\n<p>Sponsor: UBC Sauder School of Business, PI: Gene Moo Lee, RA: Myunghwan Lee, Amount: $6,500 (1 year; 2022\/08\/01~2023\/07\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-332\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/samsung-120x120.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>Data Analytics Consulting<\/strong><\/p>\n<p>Company: Samsung R&amp;D Canada (SRCA)<\/p>\n<p>Consultant: Gene Moo Lee (1 year; 2022\/06~2023\/06)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-72 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/kisti-150x150.jpg\" alt=\"\" width=\"120\" height=\"120\" \/> <strong>AI and Analytics Frameworks for Global Inter-Firm Value Network Construction<\/strong><\/p>\n<p>Sponsor: Korea Institute of Science and Technology Information (\ud55c\uad6d\uacfc\ud559\uae30\uc220\uc815\ubcf4\uc5f0\uad6c\uc6d0, KISTI), PI: Gene Moo Lee, RA: Myunghwan Lee, Manager: Jinny Seo (KISTI), Amount: $80,000 (1.5 years; 2020\/12\/16 &#8211; 2022\/07\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-77 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder.jpeg 200w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><strong>Robots Serve Humans: Does AI Robot Adoption Enhance Operational Efficiency and Customer Experience?<\/strong><\/p>\n<p>Sponsor: UBC Sauder School of Business, PI: Gene Moo Lee, RA: Myunghwan Lee, Amount: $7,800 (1 year; 2021\/08\/01~2022\/07\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-82 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo-150x150.png\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo-150x150.png 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo.png 254w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><\/p>\n<p><strong>Combating Fake Reviews <\/strong><\/p>\n<p>Sponsor: SSHRC Insight Development Grant, PI: Arslan Aziz, Collaborator: Gene Moo Lee, RA: Jaecheol Park Amount: $53,672 (3 years; 2020\/06\/01-2023\/05\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-82 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo-150x150.png\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo-150x150.png 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/sshrc-logo.png 254w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><\/p>\n<p><strong>Predicting Litigation Risk via Machine Learning<\/strong><\/p>\n<p>Sponsor: SSHRC Insight Development Grant, PI: Gene Moo Lee, Collaborator: Xin Zheng, RA: Raymond Situ, Amount: $55,736 (4 years; 2019\/06\/01-2023\/05\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-335\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/CER-120x120.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/CER-120x120.jpeg 120w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/CER.jpeg 225w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><strong>Data Technical Mentorship<\/strong><\/p>\n<p>Company: Canada Energy Regulator<\/p>\n<p>Consultant: Gene Moo Lee (1.5 years; August 2020 &#8211; March 2022)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-77 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder.jpeg 200w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><strong>Targeting Pre-Roll Ads using Video Analytics with Deep Learning<\/strong><\/p>\n<p>Sponsor: UBC Sauder School of Business, PI: Gene Moo Lee, RA: Raymond Situ, Amount: $5,000 (1 year; 2020\/08\/01~2021\/07\/31)<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-337\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/TechnicalSafetyBC-log-120x120.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/TechnicalSafetyBC-log-120x120.jpeg 120w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/TechnicalSafetyBC-log.jpeg 270w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><strong>Data Science Expert Witness<\/strong><\/p>\n<p>Company: Technical Safety BC<\/p>\n<p>Consultant: Gene Moo Lee (8 months; July 2021 &#8211; Feb 2022)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-77 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder-150x150.jpeg 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-sauder.jpeg 200w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><\/p>\n<p><strong>Opportunity Structure: Strategic Posture Identification and Positioning of IPO<\/strong><\/p>\n<p>Sponsor: UBC Sauder School of Business, PI: Gene Moo Lee, RA: Myunghwan Lee, Amount: $6,000 (1 year; 2019\/08\/01~2020\/07\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-89 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-logo-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><strong>Establishing a Cloud-based Learning Resource for Business Analytics<\/strong><\/p>\n<p>Sponsor: UBC Teaching and Learning Enhancement Fund, PI: Harish Krishnan, Co-Applicants: Gene Moo Lee, etc., Amount: $45,246 (1 year; 2020\/04\/01~2021\/03\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-91 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/NSF_logo-150x150.png\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/NSF_logo-150x150.png 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/NSF_logo-298x300.png 298w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/NSF_logo-1019x1024.png 1019w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/NSF_logo-768x772.png 768w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/NSF_logo-1528x1536.png 1528w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/NSF_logo-624x627.png 624w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/NSF_logo.png 1722w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><\/p>\n<p><strong>SaTC: Core: Small: Information Disclosure and Security Policy Design: A Large-Scale Randomization Experiment in Trans-Pacific Region<\/strong><\/p>\n<p>Sponsor: U.S. National Science Foundation, PI: Andrew Whinston, Co-PIs: Gene Moo Lee, Shu He, Amount: $422,227 USD (3 years; 2017\/08\/01~2020\/07\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-339\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/National-Energy-Board-Logo.jpeg\" alt=\"\" width=\"119\" height=\"119\" \/><strong>Data Science Technical Mentorship<\/strong><\/p>\n<p>Company: National Energy Board<\/p>\n<p>Consultant: Gene Moo Lee (7 months; 2019\/09~2020\/03)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-89 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-logo-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>Developing Big Data Analytics Framework for Industry Intelligence<\/strong><\/p>\n<p>Sponsor: UBC Hampton Fund, PI: Gene Moo Lee, Amount: $10,000 (2 years; 2017\/09\/01~2019\/08\/31)<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-89 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/ubc-logo-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>Online Labor Market Efficiency and Algorithmic Recommendations<\/strong><\/p>\n<p>Sponsor: UBC CIDE Small Grants for Innovative Data, PI: Gene Moo Lee, Co-PI: Sam Hwang, Amount: $19,200 (1 year; 2018\/07\/01~2019\/06\/30)<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-344\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/06\/Seal_of_the_California_State_University.svg_-120x120.png\" alt=\"\" width=\"120\" height=\"120\" \/><strong>Research Consulting<\/strong><\/p>\n<p>Company: California State University<\/p>\n<p>Consultant: Gene Moo Lee (7 months; 2019\/09~2020\/03)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-72 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/kisti-150x150.jpg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>Research on Data Valuation for New Analytics Model Development<\/strong><\/p>\n<p>Sponsor: Korea Institute of Science and Technology Information (KISTI, \ud55c\uad6d\uacfc\ud559\uae30\uc220\uc815\ubcf4\uc5f0\uad6c\uc6d0), PI: Gene Moo Lee, RA: Myunghwan Lee, Amount: $59,000 (6 months; 2018\/05~2018\/10)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-94 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/kiri-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><strong>Developing Cyber Risk Assessment Framework for Cyber Insurance: A Big Data Approach<\/strong><\/p>\n<p>Sponsor: Korea Insurance Research Institute (KIRI; \ubcf4\ud5d8\uc5f0\uad6c\uc6d0), PI: Gene Moo Lee, RA: Austin Cho, Amount: $12,107 (4 months; 2018\/03~2018\/07)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-181 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/uta-150x150.jpeg\" alt=\"\" width=\"120\" height=\"120\" \/><strong>The Impact of Monetary Policy on Firms\u2019 Operation: A Lexical Analysis on Firms\u2019 10-K Annual Reports<\/strong><\/p>\n<p>Sponsor: University of Texas at Arlington, PI: C. Y. Choi, Co-PI: Gene Moo Lee, Amount: $5,000 USD (10 months; 2018\/03\/19~2018\/12\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-72 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/kisti-150x150.jpg\" alt=\"\" width=\"120\" height=\"120\" \/><\/p>\n<p><strong>Development of Big Data Analytics based Methodology for U.S. Industry Intelligence using Public Data<\/strong><\/p>\n<p>Sponsor: Korea Institute of Science and Technology Information (KISTI, \ud55c\uad6d\uacfc\ud559\uae30\uc220\uc815\ubcf4\uc5f0\uad6c\uc6d0), PI: Gene Moo Lee, RA: Yash Nigam, Amount: $66,843 USD (6 months; 2017\/02\/01~2017\/08\/31)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-179 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/hong-kong-150x150.png\" alt=\"\" width=\"120\" height=\"120\" srcset=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/hong-kong-150x150.png 150w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/hong-kong-300x300.png 300w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/hong-kong-1024x1024.png 1024w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/hong-kong-768x768.png 768w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/hong-kong-624x624.png 624w, https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/hong-kong.png 1200w\" sizes=\"auto, (max-width: 120px) 100vw, 120px\" \/><strong>A Pan-Asian Field Study of Corporate Awareness to Information Security and Preparedness Against Cybercrimes<\/strong><\/p>\n<p>Sponsor: Public Policy Research Funding, The Government of Hong Kong, PI: Alvin C. M. Leung, Co-PIs: Andrew Whinston, Gene Moo Lee, Amount: $655,500 HKD (2 years; 2016-2017)<\/p>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-184 size-thumbnail\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2022\/05\/wharton-150x150.png\" alt=\"\" width=\"120\" height=\"120\" \/><strong>Analyzing the Spillover Effects of User-Generated Reviews on Purchases<\/strong><\/p>\n<p>Data Sponsor: Wharton Customer Analytics Initiative, PIs: Young Kwark, Gene Lee, Paul Pavlou, Liangfei Qiu (1 year; 2015-2016)<\/p>\n<hr \/>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-thumbnail wp-image-678\" src=\"https:\/\/blogs.ubc.ca\/analyticsailab\/files\/2023\/03\/igaworks-120x120.png\" alt=\"\" width=\"120\" height=\"120\" \/>Matching Mobile Applications for Cross Promotion<\/strong><\/p>\n<p>Data Sponsor: <a href=\"https:\/\/www.igaworks.com\/\" target=\"_blank\" rel=\"noopener\">IGAWorks (\uc544\uc774\uc9c0\uc5d0\uc774\uc6cd\uc2a4)<\/a>, PIs: Gene Moo Lee, Joowon Lee, Andrew Whinston (1 year; 2014)<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>Our portfolio of sponsored research, supported by SSHRC, UBC, and industry partners including Samsung Electronics and Hyundai Motor Group, examines how AI and advanced analytics shape organizational strategy, productivity, innovation, and societal outcomes across business, healthcare, and digital platforms. We thank all the sponsors for their contributions! Awakening Precision Sleep Health: Integrating Genomics, Wearables, and [&hellip;]<\/p>\n","protected":false},"author":51140,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-68","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blogs.ubc.ca\/analyticsailab\/wp-json\/wp\/v2\/pages\/68","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.ubc.ca\/analyticsailab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.ubc.ca\/analyticsailab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/analyticsailab\/wp-json\/wp\/v2\/users\/51140"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/analyticsailab\/wp-json\/wp\/v2\/comments?post=68"}],"version-history":[{"count":176,"href":"https:\/\/blogs.ubc.ca\/analyticsailab\/wp-json\/wp\/v2\/pages\/68\/revisions"}],"predecessor-version":[{"id":1520,"href":"https:\/\/blogs.ubc.ca\/analyticsailab\/wp-json\/wp\/v2\/pages\/68\/revisions\/1520"}],"wp:attachment":[{"href":"https:\/\/blogs.ubc.ca\/analyticsailab\/wp-json\/wp\/v2\/media?parent=68"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}