Mochen Yang

University of Minnesota - Twin Cities - Carlson School of Management

19th Avenue South

Minneapolis, MN 55455

United States

SCHOLARLY PAPERS

19

DOWNLOADS
Rank 20,281

SSRN RANKINGS

Top 20,281

in Total Papers Downloads

4,547

SSRN CITATIONS
Rank 26,949

SSRN RANKINGS

Top 26,949

in Total Papers Citations

37

CROSSREF CITATIONS

4

Scholarly Papers (19)

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
University of Minnesota - Twin Cities - Carlson School of Management, Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 759 (60,307)
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
Indiana University Bloomington - Kelley 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 687 (68,653)

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

3.

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
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 459 (113,154)
Citation 12

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

4.

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 394 (135,117)
Citation 2

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

5.

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
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 313 (174,265)

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

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 312 (175,508)
Citation 1

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

7.

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 263 (207,836)
Citation 1

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

8.

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 221 (247,259)

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

9.

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
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 195 (276,225)

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

10.

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 181 (295,187)

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

11.

Computational Strategies for Inventory Liquidation

Number of pages: 15 Posted: 13 Dec 2016
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 175 (304,064)
Citation 1

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12.

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 166 (318,337)

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

13.

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
University of Minnesota - Twin Cities - Carlson School of Management, Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 95 (486,655)

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

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 94 (489,913)

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

15.

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
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 84 (525,577)

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

16.

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 58 (641,704)

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

17.

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 51 (686,560)

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

18.

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
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 40 (751,129)

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

19.

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