Wen Wang

University of Maryland - Robert H. Smith School of Business

  • University of Maryland - Robert H. Smith School of Business

SCHOLARLY PAPERS

8

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Rank 18,692

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Top 18,692

in Total Papers Downloads

5,777

TOTAL CITATIONS

4

Ideas:
“  My research interests lie in using innovative and interpretable deep learning and AI algorithms to improve business decisions and social welfare.  ”

  • University of Maryland - Robert H. Smith School of Business

Scholarly Papers (8)

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1.

Deep Reinforcement Learning for Sequential Targeting

Management Science, forthcoming
Number of pages: 48 Posted: 05 Dec 2019 Last Revised: 03 May 2022
Wen Wang, Beibei Li, Xueming Luo and xiao yi wang
University of Maryland - Robert H. Smith School of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, Temple University and affiliation not provided to SSRN
Downloads 1,634 (24,193)
Citation 1

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Deep Reinforcement Learning, Field experiments, Targeting, Promotions, Sequential actions, Mobile

2.

Generative AI May Be Good For Artists: Understanding the Impact of Artistic Style on Preference and Willingness to Pay

Number of pages: 59 Posted: 01 May 2023 Last Revised: 29 Jan 2025
Wen Wang, J. Jason Bell, Jeffrey P. Dotson and David A. Schweidel
University of Maryland - Robert H. Smith School of Business, University of Oxford - Said Business School, Ohio State University (OSU) - Department of Marketing and Logistics and Emory University - Department of Marketing
Downloads 1,239 (36,448)

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Generative AI, Human Brands, Image Analysis, Deep Learning Models, Conjoint Analysis

3.

Human-AI Co-Creation in Product Ideation: the Dual View of Quality and Diversity

Number of pages: 36 Posted: 20 Dec 2023
Wen Wang, Mochen Yang and Tianshu Sun
University of Maryland - Robert H. Smith School of Business, University of Minnesota - Twin Cities - Carlson School of Management and Cheung Kong Graduate School of Business
Downloads 913 (56,405)
Citation 2

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artificial intelligence, generative AI, human-AI co-creation, product ideation, creativity, deep learning

4.

Spillover Effects of Generative AI on Human-Generated Content Creation: Evidence from a Crowd-Sourcing Design Platform

Number of pages: 45 Posted: 02 Feb 2024
Weihong Zhao, Wen Wang and Siva Viswanathan
University of Maryland - Robert H. Smith School of Business, University of Maryland - Robert H. Smith School of Business and University of Maryland - Robert H. Smith School of Business
Downloads 780 (69,798)

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Generative AI, spillover effect, crowd-sourcing, AI-expertise, domain-expertise, creativity, deep learning, image analysis

5.

Predicting Instructor Performance in Online Education: An Interpretable Hierarchical Transformer with Contextual Attention

Forthcoming at Information Systems Research
Number of pages: 41 Posted: 13 Jul 2023 Last Revised: 09 Sep 2023
Wen Wang, Mi Zhou, Beibei Li and Honglei Zhuang
University of Maryland - Robert H. Smith School of Business, University of British Columbia (UBC) - Sauder School of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Google Research
Downloads 584 (101,794)

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online education, instructor performance, unstructured data analytics, natural language processing, interpretable deep learning

6.

Learning Personalized Privacy Preference From Public Data

Forthcoming at Information Systems Research
Number of pages: 55 Posted: 19 Jun 2023 Last Revised: 18 May 2024
Wen Wang and Beibei Li
University of Maryland - Robert H. Smith School of Business and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 336 (193,398)
Citation 1

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Personalized Privacy Preference, Public Data Source, Deep Learning, Natural Language Processing, Psycho-social Traits

7.

Predicting Consumer In-Store Purchase through Real-Time Video Analytics: An Advanced Computer Vision and Deep Learning Approach

Number of pages: 50 Posted: 25 Jul 2023 Last Revised: 06 Nov 2024
Rubing Li, Wen Wang, Anindya Ghose, Beibei Li and Kaiquan Xu
New York University (NYU) - Leonard N. Stern School of Business, University of Maryland - Robert H. Smith School of Business, New York University (NYU) - Leonard N. Stern School of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Renmin University of China
Downloads 291 (227,342)

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consumer purchase prediction, deep learning, computer vision, video analytics, vision-language model, pose estimation, targeted marketing, offline retail, person re-identification

8.

Unraveling Generative AI from A Human Intelligence Perspective: A Battery of Experiments

Posted: 18 Aug 2023
Wen Wang, Siqi Pei and Tianshu Sun
University of Maryland - Robert H. Smith School of Business, Independent and Cheung Kong Graduate School of Business

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Generative AI, Large Language Models, Human Intelligence, Behavioral Theory, Comprehensive Evaluation, Organization IT Adoption, Labor Market Transformation