Wen Wang

University of Maryland - Robert H. Smith School of Business

SCHOLARLY PAPERS

8

DOWNLOADS
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SSRN RANKINGS

Top 30,177

in Total Papers Downloads

3,182

SSRN CITATIONS

8

CROSSREF CITATIONS

0

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

Scholarly Papers (8)

1.

Deep Reinforcement Learning for Sequential Targeting

Management Science, forthcoming
Number of pages: 48 Posted: 05 Dec 2019 Last Revised: 03 May 2022
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 1,413 (26,180)
Citation 1

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

2.

Generative AI and Artists: Consumer Preferences for Style and Fair Compensation

Number of pages: 24 Posted: 01 May 2023 Last Revised: 17 Sep 2023
University of Maryland - Robert H. Smith School of Business, University of Oxford - Said Business School, Brigham Young University and Emory University - Department of Marketing
Downloads 765 (62,792)

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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 364 (154,286)
Citation 1

Abstract:

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

4.

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
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 323 (176,146)

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

5.

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
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 255 (225,766)

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

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 62 (651,519)

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

7.

Divergent Thinking and Online Videos: A Study of TED Talks via Multi-Modal Video Analytics

Posted: 09 Sep 2023
Wen Wang, Beibei Li and Michael D. Smith
University of Maryland - Robert H. Smith School of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management

Abstract:

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Online Videos, Divergent Thinking, Idea Content, Idea Delivery, Natural Language Processing, Visual-Audio Multi-modal Deep Learning

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

Abstract:

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