Mochen Yang

University of Minnesota - Twin Cities - Carlson School of Management

19th Avenue South

Minneapolis, MN 55455

United States

  • University of Minnesota - Twin Cities - Carlson School of Management

SCHOLARLY PAPERS

20

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5,687

SSRN CITATIONS
Rank 25,355

SSRN RANKINGS

Top 25,355

in Total Papers Citations

45

CROSSREF CITATIONS

4

Scholarly Papers (20)

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1.

Understanding User-Generated Content and Customer Engagement on Facebook Business Pages

Information Systems Research, Forthcoming, Kelley School of Business Research Paper No. 18-82
Number of pages: 59 Posted: 27 Oct 2018
Mochen Yang, Yuqing Ren and Gediminas Adomavicius
University of Minnesota - Twin Cities - Carlson School of Management, Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 815 (59,648)
Citation 8

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social media, user-generated content, word-of-mouth, customer engagement, Facebook

2.

Judge Me on My Losers: Do Robo-Advisors Outperform Human Investors during the COVID-19 Financial Market Crash?

Production and Operations Management, Forthcoming
Number of pages: 50 Posted: 30 Nov 2020 Last Revised: 08 May 2023
Che-Wei Liu, Mochen Yang and Ming-Hui Wen
Arizona State University (ASU) - W.P. Carey School of Business, University of Minnesota - Twin Cities - Carlson School of Management and National Taipei University of Business - College of Innovative Design and Management
Downloads 721 (70,084)

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financial crisis, robo-advisor, adaptivity, status-quo bias, financial services and operations

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 550 (98,784)
Citation 1

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

4.

Mind the Gap: Accounting for Measurement Error and Misclassification in Variables Generated via Data Mining

Information Systems Research, Forthcoming
Number of pages: 66 Posted: 28 Apr 2017 Last Revised: 01 May 2017
Mochen Yang, Gediminas Adomavicius, Gordon Burtch and Yuqing Ren
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management, Boston University - Questrom School of Business and Carlson School of Management
Downloads 469 (119,824)
Citation 15

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data mining, econometrics, measurement error, misclassification, statistical inference

5.

Integrating Behavioral, Economic, and Technical Insights to Understand and Address Algorithmic Bias: A Human-Centric Perspective

ACM Transactions on Management Information Systems, forthcoming.
Number of pages: 29 Posted: 10 Sep 2019 Last Revised: 22 Feb 2022
Gediminas Adomavicius and Mochen Yang
University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 435 (130,868)
Citation 2

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automated decision-making, algorithmic bias, ethics, fairness, augmented decision-making

6.

Understanding Partnership Formation and Repeated Contributions in Federated Learning: An Analytical Investigation

Management Science, forthcoming
Number of pages: 59 Posted: 20 Dec 2021 Last Revised: 15 Jul 2023
Xuan Bi, Alok Gupta and Mochen Yang
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 348 (168,233)
Citation 1

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federated learning, information silo, analytical modeling, iterated prisoner's dilemma, data privacy

7.

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

Forthcoming at INFORMS Journal on Data Science
Number of pages: 47 Posted: 14 Mar 2019 Last Revised: 29 Jun 2022
Mochen Yang, Edward McFowland III, Gordon Burtch and Gediminas Adomavicius
University of Minnesota - Twin Cities - Carlson School of Management, Harvard University - Business School (HBS), Boston University - Questrom School of Business and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 341 (171,962)
Citation 2

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machine learning, econometric analysis, instrumental variable, random forest, causal inference

8.

When Algorithms Err: Differential Impact of Early vs. Late Errors on Users' Reliance on Algorithms

Number of pages: 22 Posted: 02 Nov 2020
Antino Kim, Mochen Yang and Jingjng Zhang
Indiana University - Kelley School of Business - Department of Operation & Decision Technologies, University of Minnesota - Twin Cities - Carlson School of Management and Indiana University - Kelley School of Business - Department of Operation & Decision Technologies
Downloads 314 (187,709)
Citation 1

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Algorithm, decision support, prediction, timing of error, reliance

9.

What, Why, and How: An Empiricist's Guide to Double/Debiased Machine Learning

Number of pages: 56 Posted: 17 Jan 2024 Last Revised: 08 Feb 2024
Bowen Shi, Xiaojie Mao, Mochen Yang and Bo Li
Tsinghua University - Tsinghua University School of Economics and Management, Tsinghua University - Tsinghua University School of Economics and Management, University of Minnesota - Twin Cities - Carlson School of Management and Tsinghua University - School of Economics & Management
Downloads 307 (192,292)

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double/debiased machine learning, model misspecification, statistical inference, semiparametric model, empirical methods

10.

Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations

Information Systems Research, forthcoming
Number of pages: 64 Posted: 02 Oct 2020 Last Revised: 11 Apr 2023
Xuan Bi, Mochen Yang and Gediminas Adomavicius
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 271 (218,923)

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consumer acquisition, recommender systems, algorithm design, network externality, personalization

11.

Designing Real-Time Feedback for Bidders in Homogeneous-Item Continuous Combinatorial Auctions

MIS Quarterly, Forthcoming, Kelley School of Business Research Paper No. 19-3
Number of pages: 70 Posted: 19 Dec 2018
Gediminas Adomavicius, Alok Gupta and Mochen Yang
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 204 (287,639)

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continuous combinatorial auctions, multi-unit auctions, electronic markets, real-time bidder support, allocative fairness, computational artifact design

12.

Computational Strategies for Inventory Liquidation

Number of pages: 15 Posted: 13 Dec 2016
Gediminas Adomavicius, Alok Gupta, Zach Sheffler and Mochen Yang
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities, Carlson School of Management, Students and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 183 (317,318)

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13.

Promoting Algorithm Adoption in the Presence of Human Experts: A Field Study

Number of pages: 41 Posted: 27 May 2020 Last Revised: 18 Mar 2021
Xue (Jane) Tan, Mochen Yang and Gang Wang
Cox School of Business, University of Minnesota - Twin Cities - Carlson School of Management and affiliation not provided to SSRN
Downloads 173 (333,722)

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algorithms, human experts, service adoption, call-to-action, field experiment, mobile analytics

14.

Algorithmic Governance via Recommender Systems: The Case of Short Video Platform

Number of pages: 44 Posted: 10 Oct 2023 Last Revised: 03 Jan 2024
Jinghui Zhang, Mochen Yang, Xuan Bi and Qiang Wei
Tsinghua University - School of Economics & Management, University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and Tsinghua University - School of Economics & Management
Downloads 157 (362,489)

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recommender system, two-sided platform, governance, short video recommendation, prescriptive analytics

15.

Engagement by Design: An Empirical Study of the 'Reactions' Feature on Facebook Business Pages

ACM Transactions on Computer-Human Interaction, Forthcoming
Number of pages: 36 Posted: 04 Sep 2020
Mochen Yang, Yuqing Ren and Gediminas Adomavicius
University of Minnesota - Twin Cities - Carlson School of Management, Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 103 (501,088)

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social computing, social media, user engagement, user-generated content, feature design, Facebook business pages, heterogeneous effects

16.

Efficient Computational Strategies for Dynamic Inventory Liquidation

Information Systems Research, Forthcoming, Kelley School of Business Research Paper No. 18-79
Number of pages: 74 Posted: 02 Oct 2018
Mochen Yang, Gediminas Adomavicius and Alok Gupta
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 89 (551,153)

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inventory liquidation, scalable computational approaches, dynamic programming, greedy heuristic, simulation, design science

17.

Regurgitative Training: The Value of Real Data in Training Large Language Models

Number of pages: 41 Posted: 29 Jun 2024
Jinghui Zhang, Dandan Qiao, Mochen Yang and Qiang Wei
Tsinghua University - School of Economics & Management, National University of Singapore (NUS), University of Minnesota - Twin Cities - Carlson School of Management and Tsinghua University - Tsinghua University School of Economics and Management
Downloads 85 (566,816)

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Generative AI, Large Language Model, AI-Generated Data, Synthetic Data, Machine Learning

18.

Cost-Aware Calibration of Classifiers

Number of pages: 23 Posted: 21 Nov 2022
Mochen Yang and Xuan Bi
University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 73 (618,355)

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machine learning, classification, probability prediction, calibration, cost-aware learning, prescriptive analytics

19.

Bidder Support in Multi-Item Multi-Unit Continuous Combinatorial Auctions: A Unifying Theoretical Framework

Information Systems Research, Forthcoming
Number of pages: 59 Posted: 07 Dec 2021
Gediminas Adomavicius, Alok Gupta and Mochen Yang
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 49 (747,669)

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combinatorial auctions, multi-item multi-unit auctions, real-time bidder support, information feedback, computational artifact design

20.

Engaging Users on Social Media Business Pages: The Roles of User Comments and Firm Responses

MIS Quarterly, Forthcoming
Posted: 14 Jul 2023
Xiaoye Cheng, Hillol Bala and Mochen Yang
University of Delaware - Alfred Lerner College of Business and Economics, Indiana University - Kelley School of Business - Department of Operation & Decision Technologies and University of Minnesota - Twin Cities - Carlson School of Management

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Social media management, user comment, firm response, user engagement, firm business page