Mochen Yang

University of Minnesota - Twin Cities - Carlson School of Management

19th Avenue South

Minneapolis, MN 55455

United States

SCHOLARLY PAPERS

12

DOWNLOADS
Rank 36,088

SSRN RANKINGS

Top 36,088

in Total Papers Downloads

1,435

SSRN CITATIONS

7

CROSSREF CITATIONS

4

Scholarly Papers (12)

1.

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, University of Minnesota - Twin Cities - Carlson School of Management and Carlson School of Management
Downloads 380 (87,995)
Citation 1

Abstract:

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

2.

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 375 (89,390)
Citation 5

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

3.

Integrating Behavioral, Economic, and Technical Insights to Address Algorithmic Bias: Challenges and Opportunities for IS Research

Number of pages: 33 Posted: 10 Sep 2019
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 142 (230,132)

Abstract:

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artificial intelligence, machine learning, augmented decision making, algorithmic bias, human-centric computing, research agenda

4.

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 118 (265,542)

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

5.

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

Kelley School of Business Research Paper No. 19-20
Number of pages: 53 Posted: 14 Mar 2019 Last Revised: 15 Mar 2020
University of Minnesota - Twin Cities - Carlson School of Management, University of Minnesota - Minneapolis, University of Minnesota - Twin Cities - Carlson School of Management and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 100 (297,807)

Abstract:

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

6.

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 94 (309,915)
Citation 1

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7.

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 62 (393,264)

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

8.

Promoting Adoption of Artificial Intelligence in the Presence of Human Intelligence: A Field Study

Number of pages: 36 Posted: 27 May 2020
Xue 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 60 (399,702)

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artificial intelligence, human intelligence, decision making, adoption, call-to-action, field experiment

9.

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 44 (458,222)

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

10.

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 35 (497,975)

Abstract:

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

11.

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

Number of pages: 44 Posted: 02 Oct 2020
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 21 (577,401)

Abstract:

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

12.

Resilience in the Storm: Adaptive Robo-Advisors Outperform Human Investors during the COVID-19 Financial Market Turmoil

Number of pages: 56 Posted: 30 Nov 2020
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
Downloads 4

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COVID-19 pandemic, financial crisis, robo-advisor, investment, resilience, adaptivity, status-quo bias