Beibei Li

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

Pittsburgh, PA 15213-3890

United States

SCHOLARLY PAPERS

22

DOWNLOADS
Rank 5,886

SSRN RANKINGS

Top 5,886

in Total Papers Downloads

9,045

SSRN CITATIONS
Rank 13,130

SSRN RANKINGS

Top 13,130

in Total Papers Citations

61

CROSSREF CITATIONS

30

Scholarly Papers (22)

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 1,145 (22,761)
Citation 10

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2.

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 950 (29,765)
Citation 15

Abstract:

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

3.

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 754 (41,005)
Citation 5

Abstract:

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

4.

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 657 (49,254)
Citation 8

Abstract:

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

5.

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 622 (52,973)
Citation 4

Abstract:

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6.

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 587 (57,042)
Citation 9

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7.

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 548 (62,157)
Citation 9

Abstract:

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

8.

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 544 (62,719)
Citation 12

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

9.

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 525 (65,541)
Citation 1

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

10.

Trading Privacy for the Greater Social Good: How Did America React During COVID-19?

NYU Stern School of Business
Number of pages: 84 Posted: 10 Jun 2020 Last Revised: 11 Dec 2020
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 443 (80,606)
Citation 1

Abstract:

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

11.

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

Number of pages: 46 Posted: 11 Sep 2017 Last Revised: 31 Jul 2019
Carnegie Mellon University - H. John Heinz III School of Public Policy and Management, 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 416 (86,785)
Citation 4

Abstract:

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

12.

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, University of Connecticut, 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) and University of Virginia - Darden School of Business
Downloads 363 (101,558)
Citation 3

Abstract:

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

13.

Deep Reinforcement Learning for Sequential Targeting

Number of pages: 33 Posted: 05 Dec 2019 Last Revised: 19 Apr 2021
Wen Wang, Beibei Li and Xueming Luo
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 Temple University
Downloads 303 (124,653)
Citation 1

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

14.

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
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 302 (124,220)

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

15.

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 266 (141,811)

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Shared Bike System, Difference-In-Differences

16.

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 167 (218,498)
Citation 2

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

17.

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 151 (237,722)

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

18.

Perils of Location Tracking? Personalized and Interpretable Privacy Preservation in Consumer Mobile Trajectories

NYU Stern School of Business
Number of pages: 47 Posted: 09 Jul 2020
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, University of Virginia and New York University (NYU) - Leonard N. Stern School of Business
Downloads 136 (258,681)

Abstract:

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

19.

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 108 (305,730)
Citation 1

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

20.

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

Number of pages: 59 Posted: 18 Feb 2021
Tian Lu, Yingjie Zhang and Beibei Li
Heinz College, Carnegie Mellon University, Peking University - Guanghua School of Management and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 55 (449,590)

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

21.

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

Number of pages: 62
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 3

Abstract:

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

22.

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

Abstract:

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