Mochen Yang

University of Minnesota - Twin Cities - Carlson School of Management

19th Avenue South

Minneapolis, MN 55455

United States

SCHOLARLY PAPERS

12

DOWNLOADS
Rank 27,883

SSRN RANKINGS

Top 27,883

in Total Papers Downloads

2,216

SSRN CITATIONS
Rank 48,094

SSRN RANKINGS

Top 48,094

in Total Papers Citations

10

CROSSREF CITATIONS

4

Scholarly Papers (12)

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 478 (74,806)
Citation 8

Abstract:

Loading...

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

2.

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 409 (89,730)
Citation 1

Abstract:

Loading...

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

3.

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

Number of pages: 45 Posted: 30 Nov 2020 Last Revised: 04 May 2021
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 306 (124,505)

Abstract:

Loading...

financial crisis, robo-advisor, investment, adaptivity, status-quo bias, algorithmic decision-making

4.

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 215 (176,566)

Abstract:

Loading...

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

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, Boston University - Questrom School of Business and University of Minnesota - Twin Cities - Carlson School of Management
Downloads 155 (235,562)

Abstract:

Loading...

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

6.

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 132 (267,766)

Abstract:

Loading...

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

7.

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 110 (305,502)
Citation 1

Abstract:

Loading...

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 103 (319,560)

Abstract:

Loading...

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

9.

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 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 97 (332,256)

Abstract:

Loading...

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

10.

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 80 (376,924)

Abstract:

Loading...

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

11.

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 66 (416,129)

Abstract:

Loading...

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

12.

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 65 (419,380)

Abstract:

Loading...

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