AIM 2024
Introduction
Program available for the AI in Management, USC Campus, 14-15 Mar 2024
INTEREST CATEGORY: INNOVATION AND TECH
POSTING TYPE: Revisits
Posted by: Mike Nguyen
THE FOURTH ARTIFICIAL INTELLIGENCE IN MANAGEMENT CONFERENCE
March 1415, 2024
Los Angeles, CA
Marshall School of Business
University of Southern California
Conference webpage:
Conference Co-Chairs:
Milan Miric, Hyo Kang, and Gerard J. Tellis
Sponsored By:
- USC Marshall Center for Global Innovation (CGI)
- USC Marshall Institute for Outlier Research in Business (iORB)
- Informs Society of Marketing Science (ISMS)
- Marketing Science Institute (MSI)
PROGRAM OVERVIEW
Conference Building: Fertitta Hall (JFF)
All times in PST (Pacific Standard Time) zone
Day 1 March 14th, 2024 (Thursday)
Conference Lunch (JFF Lobby)
11:30 12:20pm: Conference Registration and Lunch
Plenary Sessions (JFF LL105)
12:20 12:30pm: Welcome Remarks
12:30 1:15pm: Plenary Keynote #1: Michael Luca (Harvard)
1:15 2:00pm: Plenary Keynote #2: Neil C. Thompson (MIT)
Parallel Sessions (JFF 233 & JFF 236)
2:10 3:25pm: Parallel Session #1 (1A and 1B)
3:35 4:35pm: Parallel Session #2 (2A and 2B)
4:45 5:30pm: Parallel Session #3 (3A and 3B)
5:40 6:25pm: Parallel Session #4 (4A and 4B)
Conference Dinner
6:30pm : Vineyard Room at USC Davidson Conference Center
(3409 S. Figueroa Street, Los Angeles, CA 90089)
Day 2 March 15th, 2024 (Friday)
Conference Breakfast (JFF Lobby)
8:00 8:50am: Breakfast
Plenary Session (JFF LL105)
8:50 9:50am: Plenary Keynote #3: Kathleen M. Eisenhardt (Stanford)
Implications of AI for Strategy and Organizing
Parallel Sessions (JFF 236 & JFF 240)
10:00 11:00pm: Parallel Session #5 (5A and 5B)
11:10 12:25pm: Parallel Session #6 (6A and 6B)
Conference Lunch (JFF Lobby)
12:30 : Lunch & Closing
DETAILED PROGRAM FOR PARALLEL SESSIONS
Day 1: March 14th, 2024 (Thursday)
Session 1. 2:10 3:25pm
SESSION 1A. Economics of AI, Part I (JFF 233)
1. The Impact of Generative Artificial Intelligence on Content Markets. Samuel G Goldberg; H. Tai Lam
2. Assessing the Effects of Digitalization on Scientific Collaboration: Evidence from Healthcare. Max Wang
3. Sponsored Products Ads, Algorithmic Pricing, and More Harmless Collusion. Hangcheng Zhao
4. Motion, Promotion and the Pandemic: Impact of COVID-19 on Consumer Mobility, Store Visits and Consumer Response to Geofenced Promotions. Sanjana Surange; Venkatesh Shankar
5. Thin But Not Forgotten: Deep Kernel Learning for Credit Risk Modeling with High Dimensional Missingness. Longxiu Tian; Tian Zhao; Linda Salisbury; Fred Feinberg
SESSION 1B. Development of Novel Statistical
Techniques with Business Applications (JFF 236)
1. Leveraging gender proxies can lead to fairer credit risk predictions. Jung Youn Lee; Joonhyuk Yang
2. NLVAE: A New Machine Learning Approach for Extracting and Identifying Sales-Driving Product Attributes. Zijing Jimmy Hu; Venkatesh Shankar
3. Using Algorithmic Scores to Measure the Impacts of Targeting Promotional Messages. Annie Shi; Dennis Zhang; Tat Chan
4. Improving Human Sequential Decision-Making with Reinforcement Learning. Hamsa Bastani; Osbert Bastani; Park Sinchaisri
5. How Perceptions Extracted from Online Chatter Mediate the Impact of Brand Advertising on Purchase Funnel Stages: Which Attributes Matter and Where? Thyagarajan Subramanian; BPS Murthi
Session 2. 3:35 4:35pm
SESSION 2A. Psychology of AI (JFF 233)
1. Redefining Age in Technology Adoption: A Goal Orientation Approach in Organizational Contexts. Hun Whee Lee; Christopher Dishop; Chi Nai-Wen
2. Trusting the Algorithm: A Decision Under Ambiguity. Enrico Diecidue; Ahmed Guecioueur; Qiong Xia
3. Towards A Better Understanding of AI-Enhanced Digital Transformation and Its Implications for Manufacturing SMEs in Canada: A Qualitative and Exploratory Research. Amir Taherizadeh; Catherine Beaudry
4. Corporate Ethical Science: Industrys limited engagement in Responsible AI Research. Nur Ahmed; Amit Das
SESSION 2B. AI/ML for Text (JFF 236)
1. Large language models can enhance persuasion through linguistic feature alignment. Minkyu Shin; Jin Kim
2. Does Breaking News Break Investors Attention? Reo Song; Eunho Park; Andre Martin; Tarun Kushwaha
3. Thank You for Sponsoring: The Impact of Disclosure on Social Media Marketing. Wenyi Huang; Justin T.Huang; Yiwei Li
4. Innovation Commercialization and Patent Disclosure. Xizhao Wang
Session 3. 4:45 5:30pm
SESSION 3A. Review (JFF 233)
1. Unmasking the Deception: The Interplay between Fake Reviews, Rating Dispersion, and Consumer Deman Yunhao Huang; J. Miguel Villas-Boas; Mingduo Zhao
2. Voice of Not Being Heard: Unraveling Identity-Based Bias in Online Reviews. Yunhao Huang; Mingduo Zhao
3. The Impact of Price and Reviewing Expertise on Ratings of Restaurants. Sajeev Nair; Gerard J. Tellis, Siddarth S; Lan Luo
SESSION 3B. AI/ML for Audio, Images, Video(JFF 236)
1. Ethnicity in Voice: Examining Diversity in TV Advertising Scripts. Soogand Alavi; Beth Fossen
2. Regulating data usage by dual platforms. Malika Korganbekova
3. Clean Up the Act: Impact of Privacy Regulation on Live Streaming Influencers. Yuan Yuan; Nikhil Malik; Wen Wang; Kannan Srinivasan
Session 4. 5:40 6:25pm
SESSION 4A. LLM (JFF 233)
1. Can LLM Usage Promote Greater Equity? Evidence from Online Consumer Activism Petitions. Piyush Anand; Yanqing Gui; Vrinda Kadiyali
2. Using LLMs for Sentiment Analysis of Online Reviews. Xiaohao Yang, Ehsan Abedin, Peter Danaher, Stephan Ludwig, Lan Du, Yu-Ting Lin
3. Large Language Model in Creative Work: The Role of Collaboration Modality and User Expertise. Zenan Chen; Jason Chan
SESSION 4B. AI in Automation, Job Replacement, and Worker Productivity (JFF 236)
1. How Artificial Intelligence Revolutionizes Emotional Labor for Enhanced Organizational Performance. Xueming Luo; Yuqian Chang; Nan Jia; Zheng Fang; Jaakko Aspara
2. Multi-Objective Hierarchical Language Model. Salar Nozari, Ying Xie, Ning Zhong
3. A structural life course model of dynamic role selection on an open Q&A platform for pregnancy and childbirth. Masakazu Ishihara; Hiroshi Kumakura; Minjung Kwon
Day 2: March 15th, 2024 (Friday)
Session 5. 9:55 11:10am
SESSION 5A. Economics of AI, Part II (JFF 236)
1. Beyond Data Collection: Examining Artificial Intelligence Data Creation in Organizations. Jodie Koh; Hatim Rahman; Sarah Lebovitz
2. Designing Marketplace Analytics for Sellers: Platform vs. Third-party Providers. Yi Liu; Fei Long
3. Who Is AI Replacing? The Impact of Generative AI on Online Freelancing Platforms. Ozge Demirci; Jonas Hannane; Xinrong Zhou
4. Technological Disruption in the Fashion, High Tech and Packaged Goods Industries: The Effect of Culture of Innovation on Market Cap. Francesca Bonetti; Sajeev Nair; Andrea Pescher; Gerard Tellis
5. Human Capital with AI Knowledge and Firm Innovation: A Contingency Model. Youstina Masoud; Bruce Skaggs
SESSION 5B. Generative AI, Part I (JFF 240)
1. Designing Effective Music Excerpts. Emaad Manzoor; Nikhil Malik
2. Welfare Implications of Democratization in Content Creation. Tianxin Zou; Zijun (June) Shi; Yue Wu
3. Can generative AI help consumers navigate product reviews? Song Lin; Zijun Shi; Xinyi Sun
4. The Uneven Impact of Generative AI on Entrepreneurial Performance. Nicholas Otis; Rowan Clarke; Sol癡ne Delecourt; David Holtz; Rembrand Koning
5. How Good is ChatGPT-4 versus MBA Students in Creating Advertising Slogans? Tripat Gill; Tejaswi Pant
Session 6. 11:20am 12:35pm
SESSION 6A. Application of ML Methods in Management, Marketing, and Information Systems Research (JFF 236)
1. Molded by the ghost: How physicians useand cease using predictive AI to learn a new mental model. Elisabeth Yang; Julia Coff; Anyada Assavabhokhin; Batia M. Wiesenfeld
2. Leveraging Heterogeneous Graph Data for Peer Firm and Industry Identifications. Hanwen Shi; Mike Nguyen
3. Aligning Multi-Level Managerial Insights via Shared Inferential Distributions. Connor Campbell; Ron Berman; Eric T. Bradlow
4. Peer Firm Identification via Wisdom of Crowds: A Network Representation Learning Approach Bingze Xu; Kunpeng Zhang
5. An Explainable and Theory-Driven Deep Learning Architecture for Consumer Search and Consideration Sets. Ella J. Xu; Tulin Erdem; Runshan Fu; Bryan Bollinger
SESSION 6B. Generative AI, Part II: Education, Creativity, and Ideation (JFF 240)
1. AIs Creative Promise: For Better or For Worse? Yingyue Luna Luan; Yeun Joon Kim; Jing Zhou
2. The Crowdless Future? How Generative AI Is Shaping the Future of Human Crowdsourcing. Leonard Boussioux; Jacqueline N. Lane; Miaomiao Zhang; Vladimir Jacimovic; Karim R. Lakhani
3. Generative AI, Creativity, and Market Outcomes: Humangenerated vs. AI-generated Artworks. Xiaohui Zhang, Chi Zhang, Venkatesh Shankar, Zhongju Zhang
4. The Computational Limits of Deep Learning. Neil Thompson; Kristjan Greenewald; Keeheon Lee; Gabriel Manso
5. Generative Interpretable Visual Design: Using Disentanglement for Visual Conjoint Analysis. Ankit Sisodia; Alex Burnap; Vineet Kumar