Mochen Yang

University of Minnesota - Twin Cities - Carlson School of Management

19th Avenue South

Minneapolis, MN 55455

United States

SCHOLARLY PAPERS

15

DOWNLOADS
Rank 24,490

SSRN RANKINGS

Top 24,490

in Total Papers Downloads

3,109

SSRN CITATIONS
Rank 47,189

SSRN RANKINGS

Top 47,189

in Total Papers Citations

10

CROSSREF CITATIONS

4

Scholarly Papers (15)

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 608 (65,718)
Citation 8

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

2.

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

Number of pages: 42 Posted: 30 Nov 2020 Last Revised: 29 Jun 2022
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 518 (80,612)

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financial crisis, robo-advisor, investment, adaptivity, status-quo bias, algorithmic decision-making, 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 426 (101,284)
Citation 1

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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 323 (137,954)

Abstract:

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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 237 (189,405)

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

6.

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 194 (227,000)

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

7.

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 170 (254,367)

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

8.

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

Number of pages: 49 Posted: 02 Oct 2020 Last Revised: 07 Oct 2021
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 131 (313,636)

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

9.

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 127 (320,925)
Citation 1

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10.

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
Indiana University - Kelley School of Business, University of Minnesota - Twin Cities - Carlson School of Management and affiliation not provided to SSRN
Downloads 121 (332,431)

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

11.

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 77 (444,025)

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

12.

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 72 (460,784)

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

13.

The Goldilocks Principle of Cooperation: Understanding Federated Learning in Healthcare via Iterated Prisoner's Dilemma

Number of pages: 52 Posted: 20 Dec 2021
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 70 (471,320)

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federated learning, healthcare information exchange, game theory, iterated prisoner's dilemma, data privacy

14.

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 29 (666,991)

Abstract:

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

15.

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 6 (885,709)

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