Beibei Li

Carnegie Mellon University - H. John Heinz III School of Public Policy and Management

Pittsburgh, PA 15213-3890

United States

SCHOLARLY PAPERS

26

DOWNLOADS
Rank 4,967

SSRN RANKINGS

Top 4,967

in Total Papers Downloads

12,373

SSRN CITATIONS
Rank 12,494

SSRN RANKINGS

Top 12,494

in Total Papers Citations

63

CROSSREF CITATIONS

32

Scholarly Papers (26)

1.

Examining the Impact of Ranking on Consumer Behavior and Search Engine Revenue

Management Science, Forthcoming
Number of pages: 50 Posted: 14 May 2013 Last Revised: 19 Jun 2014
New York University (NYU) - Leonard N. Stern School of Business, New York University - Leonard N. Stern School of Business and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 1,197 (26,061)
Citation 10

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2.

Deep Reinforcement Learning for Sequential Targeting

Management Science, forthcoming
Number of pages: 48 Posted: 05 Dec 2019 Last Revised: 03 May 2022
Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, Temple University and affiliation not provided to SSRN
Downloads 993 (34,192)
Citation 1

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Deep Reinforcement Learning, Field experiments, Targeting, Promotions, Sequential actions, Mobile

3.

Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowd-Sourced Content

Number of pages: 60 Posted: 02 Jun 2011 Last Revised: 30 Nov 2011
New York University (NYU) - Leonard N. Stern School of Business, New York University - Leonard N. Stern School of Business and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 983 (34,653)
Citation 15

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User Generated Content, Social Media, Travel Search, Structural Modeling, Hotel Demand Estimation, Text mining, Crowd Sourcing

4.

Alternative Data for FinTech and Business Intelligence

Number of pages: 32 Posted: 11 Feb 2020
Lin William Cong, Beibei Li and Tony Zhang
Cornell University - Samuel Curtis Johnson Graduate School of Management, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and University of Illinois Urbana Champaign
Downloads 923 (37,843)
Citation 1

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Alternative Data, Digital Economy, FinTech, Textual Analysis, Internet-of-Things

5.

Examining the Impact of Keyword Ambiguity on Search Advertising Performance: A Topic Model Approach

MIS Quarterly (Forthcoming)
Number of pages: 75 Posted: 04 Mar 2014 Last Revised: 22 Jul 2020
Jing Gong, Vibhanshu Abhishek and Beibei Li
Lehigh University - College of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 904 (38,939)
Citation 5

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Sponsored search advertising, topic models, contextual ambiguity, machine learning, keyword selection

6.

Learning Individual Behavior Using Sensor Data: The Case of GPS Traces and Taxi Drivers

Forthcoming in Information Systems Research
Number of pages: 61 Posted: 13 May 2016 Last Revised: 18 May 2020
Peking University - Guanghua School of Management, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and School of Information Systems and Management, The H. John Heinz III College
Downloads 739 (51,130)
Citation 4

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7.

Copycats versus Original Mobile Apps: A Machine Learning Copycat Detection Method and Empirical Analysis

Number of pages: 48 Posted: 09 Mar 2015 Last Revised: 06 May 2017
Quan Wang, Beibei Li and Param Vir Singh
Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Carnegie Mellon University - David A. Tepper School of Business
Downloads 706 (54,305)
Citation 9

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mobile, mobile apps, copycats, mobile app demand, mobile app competition, mobile applications, iOS

8.

Trading Privacy for Public Good: How Did America React During COVID-19?

NYU Stern School of Business
Number of pages: 65 Posted: 10 Jun 2020 Last Revised: 05 Jan 2022
New York University (NYU) - Leonard N. Stern School of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, New York University (NYU) - Leonard N. Stern School of Business and University of Virginia
Downloads 674 (57,633)
Citation 3

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consumer privacy, location tracking, smartphone, public health, COVID-19

9.

The Impact of Mobile Channel Adoption on Customer Omni-Channel Banking Behavior

Number of pages: 41 Posted: 07 Feb 2017 Last Revised: 22 Mar 2017
Jun Liu, Vibhanshu Abhishek and Beibei Li
Agency for Science, Technology and Research, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 651 (60,369)
Citation 9

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channel complementarity and substitution, customer behavior, digital banking, econometric analysis, mobile channel, omni-channel banking services, retail banking, big data

10.

Mobile Targeting Using Customer Trajectory Patterns

Number of pages: 52 Posted: 03 May 2017 Last Revised: 30 Apr 2020
Anindya Ghose, Beibei Li and Siyuan Liu
New York University (NYU) - Leonard N. Stern School of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Pennsylvania State University - Smeal College of Business
Downloads 632 (62,698)
Citation 9

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11.

Personalized Mobile Targeting with User Engagement Stages: Combining Structural Hidden Markov Model and Field Experiment

Number of pages: 40 Posted: 05 Oct 2016 Last Revised: 22 May 2018
Peking University - Guanghua School of Management, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, Temple University and Zhejiang University
Downloads 612 (65,309)
Citation 13

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User engagement, Mobile content consumption, App platforms, Hidden-state model, Forward-looking behavior, Structural econometric model, Field experiment

12.

Empowering Patients Using Smart Mobile Health Platforms: Evidence from a Randomized Field Experiment

Forthcoming at MIS Quarterly, NYU Stern School of Business Forthcoming
Number of pages: 68 Posted: 24 Mar 2021
New York University (NYU) - Leonard N. Stern School of Business, Harbin Institute of Technology, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Harbin Institute of Technology
Downloads 611 (65,444)

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mHealth, mobile app, healthcare platform, chronic disease, diabetes, personalization, patient self-management

13.

A Tangled Web: Should Online Review Portals Display Fraudulent Reviews?

Forthcoming, Information Systems Research
Number of pages: 64 Posted: 26 Dec 2018 Last Revised: 08 Mar 2020
University of Washington, Michael G. Foster School of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 472 (90,279)

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Fraudulent Reviews, Randomized Experiment, User Trust, Online Platform, Product Search Engine

14.

When the Bank Comes to You: Branch Network and Customer Omni-Channel Banking Behavior

Number of pages: 46 Posted: 11 Sep 2017 Last Revised: 24 Dec 2021
University of British Columbia (UBC) - Sauder School of Business, Singapore Management University - School of Information Systems, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 472 (90,028)
Citation 4

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Branch network, branch openings, branch closures, online banking, omni-channel, propensity score matching, difference-in-differences

15.

Everywhere and at All Times: Mobility, Consumer Decision Making, and Choice

Number of pages: 27 Posted: 27 Sep 2016 Last Revised: 29 Sep 2016
University of Connecticut School of Business, University of Pennsylvania - Marketing Department, University of Miami, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, Peking University - Guanghua School of Management, University of Georgia, University of Delaware - Department of Business Administration, York University - Schulich School of Business, University of Connecticut - Department of Marketing, University of Washington - Department of Marketing and International Business, Cheung Kong Graduate School of Business (New York)Cheung Kong Graduate School of Business (New York) and University of Virginia - Darden School of Business
Downloads 380 (115,714)
Citation 3

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Decision Making, Choice Behavior, Digital Marketing, Mobile Marketing, Electronic Commerce

16.

Bike Sharing and Car Trips in the City: The Case of Healthy Ride Pittsburgh

Number of pages: 16 Posted: 18 Oct 2016
University of Pittsburgh, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Carnegie Mellon University
Downloads 322 (138,677)

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Shared Bike System, Difference-In-Differences

17.

Economic Impact Analysis of the Coronavirus, An Alternative Data Perspective

Number of pages: 9 Posted: 02 Jun 2020
University of Illinois Urbana Champaign, Beijing International Studies University, Crosspoint Academy, Tsinghua University, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Tsinghua University - Institute of Economics
Downloads 240 (186,784)
Citation 2

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coronavirus, COIVD-19, alternative data, investment, high frequency data, stock market

18.

Personalized Privacy Preservation in Consumer Mobile Trajectories

NYU Stern School of Business
Number of pages: 55 Posted: 09 Jul 2020 Last Revised: 09 May 2022
Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and University of Virginia
Downloads 219 (203,721)
Citation 2

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consumer privacy, GPS tracking, location data, mobile trajectory, machine learning, data obfuscation, mobile advertising

19.

Profit vs. Equality? The Case of Financial Risk Assessment and A New Perspective on Alternative Data

Number of pages: 65 Posted: 18 Feb 2021 Last Revised: 04 Aug 2022
Tian Lu, Yingjie Zhang and Beibei Li
Department of Information Systems, Arizona State University, Peking University - Guanghua School of Management and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 214 (208,213)

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Credit Risk, Alternative Data, Financial Trade-off, Financial Inclusion, Profitability, Equality, Biases, Counterfactual Simulated Experiment

20.

Nudging Mobile Customers with Real-Time Social Dynamics

NYU Stern School of Business
Number of pages: 42 Posted: 27 May 2020
Anindya Ghose, Beibei Li and Siyuan Liu
New York University (NYU) - Leonard N. Stern School of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Pennsylvania State University - Smeal College of Business
Downloads 148 (285,934)
Citation 1

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Mobile Targeting, Mobile Trajectory, Social Dynamics, Location-Based Advertising

21.

Social Determinants of Health: Insights from Location Big Data

Number of pages: 30 Posted: 16 Sep 2021 Last Revised: 01 Nov 2021
Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and University of Virginia
Downloads 99 (382,336)

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social determinants, location data

22.

Has Ridehailing Exacerbated Inequalities in Local Spending? Analysis of Ridehailing Usage and Consumption Patterns in 2012-2016

Number of pages: 73 Posted: 02 Aug 2021 Last Revised: 28 Mar 2022
Zhe Zhang and Beibei Li
University of California, San Diego (UCSD) - Rady School of Management and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 85 (420,552)

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ridehailing, urban consumption, distributional consequences of IT, sharing economy

23.

Impediment of Infodemic on Disaster Policy Efficacy: Insights from Location Big Data

Number of pages: 34 Posted: 08 Jun 2022
Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, University of Virginia and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 56 (523,751)

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infodemic, disaster management, information management, location big data

24.

Consumer Health in the Digital Age

Liu, Peggy J., J. Jeffrey Inman, Beibei Li, Charlene A. Wong, and Nathan Yang (2022), "Consumer Health in the Digital Age," Journal of the Association for Consumer Research, 7 (2), 198-209.
Number of pages: 35 Posted: 06 Sep 2022
University of Pittsburgh, University of Pittsburgh - Katz Graduate School of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, Duke University and Cornell University
Downloads 21 (738,393)

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consumer health; digital marketing; healthcare; technology; patient journey; personalization; interactivity; information transparency

25.

Uncovering The Source of Machine Bias

Number of pages: 35 Posted: 29 Aug 2022
Xiyang Hu, Yan Huang, Beibei Li and Tian Lu
Carnegie Mellon University, Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - H. John Heinz III School of Public Policy and Management and Department of Information Systems, Arizona State University
Downloads 20 (738,393)

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Algorithm, Bias, Dynamic Behavior, Human-AI Connection, Machine Learning, Structural Modeling, Micro-lending

26.

Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowdsourced Content

Marketing Science, Vol. 31, No. 3, 2012; pp. 493-520; DOI: 10.1287/mksc.1110.0700
Posted: 24 Oct 2012
New York University (NYU) - Leonard N. Stern School of Business, New York University - Leonard N. Stern School of Business and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management

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user-generated content, social media, search engines, hotels, ranking system, structural models, text mining, crowdsourcing