Param Vir Singh

Carnegie Mellon University - David A. Tepper School of Business

Carnegie Bosch Professor of Business Technology and Marketing

5000 Forbes Avenue

Pittsburgh, PA 15213-3890

United States

SCHOLARLY PAPERS

35

DOWNLOADS
Rank 1,886

SSRN RANKINGS

Top 1,886

in Total Papers Downloads

18,584

SSRN CITATIONS
Rank 10,164

SSRN RANKINGS

Top 10,164

in Total Papers Citations

67

CROSSREF CITATIONS

47

Scholarly Papers (35)

1.

How Much Is an Image Worth? Airbnb Property Demand Estimation Leveraging Large Scale Image Analytics

Number of pages: 32 Posted: 31 May 2017 Last Revised: 17 Jun 2018
Harvard University, Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 3,639 (3,049)
Citation 9

Abstract:

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sharing economy, Airbnb, economic impact of images, photography, computer vision, deep learning, image quality classification, image feature extraction, treatment effect, image attribute analysis

2.

An Empirical Analysis of the Impact of Pre-Release Movie Piracy on Box-Office Revenue

Information Systems Research, Forthcoming
Number of pages: 30 Posted: 11 Mar 2011 Last Revised: 23 Oct 2014
Liye Ma, Alan Montgomery, Param Vir Singh and Michael D. Smith
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 1,728 (10,685)
Citation 8

Abstract:

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Movies, Digital Piracy, Theatrical Revenue

3.

Network Effects: The Influence of Structural Social Capital on Open Source Project Success

Management Information Systems Quarterly, Forthcoming
Number of pages: 43 Posted: 26 Mar 2008 Last Revised: 02 Sep 2014
Param Vir Singh, Yong Tan and Vijay Mookerjee
Carnegie Mellon University - David A. Tepper School of Business, University of Washington - Michael G. Foster School of Business and University of Texas at Dallas - Naveen Jindal School of Management
Downloads 1,542 (12,763)
Citation 16

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open source software development, social networks, productivity, social capital, project success, team composition

4.

A Structural Model of Employee Behavioral Dynamics in Enterprise Social Media

Number of pages: 38 Posted: 18 Mar 2011 Last Revised: 19 Jul 2012
Yan Huang, Param Vir Singh and Anindya Ghose
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business and New York University (NYU) - Leonard N. Stern School of Business
Downloads 1,051 (22,893)
Citation 10

Abstract:

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Structural modeling, Dynamics, Enterprise social media, Blog posting, Blog reading, Work-related content, Leisure-related content

5.

Board Networks and Merger Performance

Number of pages: 63 Posted: 01 Jan 2009 Last Revised: 10 Sep 2009
Param Vir Singh and Robert J. Schonlau
Carnegie Mellon University - David A. Tepper School of Business and Miami University - Farmer School of Business
Downloads 923 (27,686)
Citation 7

Abstract:

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Mergers, Directors, Networks, Acquisitions, Interlocks, Boards

6.

The Emergence of Opinion Leaders in a Networked Online Community: A Dyadic Model with Time Dynamics and a Heuristic for Fast Estimation

Management Science, Forthcoming
Number of pages: 33 Posted: 04 Mar 2010 Last Revised: 28 Jan 2013
Yingda Lu, Kinshuk Jerath and Param Vir Singh
Rensselaer Polytechnic Institute (RPI), Columbia University - Columbia Business School and Carnegie Mellon University - David A. Tepper School of Business
Downloads 876 (29,794)
Citation 4

Abstract:

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user-generated content, opinion leaders, social networks, network growth, proportional hazard model, weighted exogenous sampling

7.

A Hidden Markov Model for Collaborative Filtering

Management Information Systems Quarterly, Forthcoming
Number of pages: 33 Posted: 31 Oct 2010 Last Revised: 13 Aug 2012
Nachiketa Sahoo, Param Vir Singh and Tridas Mukhopadhyay
Boston University - Questrom School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 709 (39,817)
Citation 8

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Recommender Systems, Collaborative Filtering, HMM, Implicit Rating

8.

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 634 (46,331)
Citation 8

Abstract:

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

9.

Crowdsourcing New Product Ideas Under Consumer Learning

Management Science, Forthcoming
Number of pages: 37 Posted: 19 Dec 2011 Last Revised: 23 Oct 2014
Yan Huang, Param Vir Singh and Kannan Srinivasan
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 579 (52,101)
Citation 9

Abstract:

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Crowdsourcing, Structural Modeling, Dynamic Learning, Heterogeneity, Econometric analyses, Utility, Ideation, Bayesian Learning

10.

A Structural Analysis of the Role of Superstars in Crowdsourcing Contests

Number of pages: 40 Posted: 21 Apr 2016 Last Revised: 20 Sep 2017
Shunyuan Zhang, Param Vir Singh and Anindya Ghose
Harvard University, Carnegie Mellon University - David A. Tepper School of Business and New York University (NYU) - Leonard N. Stern School of Business
Downloads 577 (52,324)

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Crowdsourcing Contests, Superstar Effect, Bayesian Learning, Utility, Economics of Information System, Dynamic Structural Model, Dynamic Programming, Monte Carlo Markov Chain

11.

Demand Interactions in Sharing Economies: Evidence from a Natural Experiment Involving Airbnb and Uber/Lyft

Number of pages: 62 Posted: 23 Feb 2018 Last Revised: 16 Oct 2020
Harvard University, Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 506 (61,700)
Citation 3

Abstract:

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sharing economy, Airbnb, Uber, Lyft, sharing effects, natural experiment, geographic demand dispersion, transportation cost

12.

The Small World Effect: The Influence of Macro Level Properties of Developer Collaboration Networks on Open Source Project Success

ACM Transactions on Software Engineering and Methodology (TOSEM)
Number of pages: 37 Posted: 25 Mar 2008 Last Revised: 02 Sep 2014
Param Vir Singh
Carnegie Mellon University - David A. Tepper School of Business
Downloads 506 (61,700)
Citation 1

Abstract:

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Open source software development, social networks, small world networks, collaborative software development, econometrics.

13.

A Hidden Markov Model of Developer Learning Dynamics in Open Source Software Projects

Information Systems Research
Number of pages: 39 Posted: 18 Apr 2008 Last Revised: 20 Oct 2014
Param Vir Singh, Nara Youn and Yong Tan
Carnegie Mellon University - David A. Tepper School of Business, University of Washington and University of Washington - Michael G. Foster School of Business
Downloads 494 (63,596)
Citation 3

Abstract:

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Open source software development, learning, communication, Hidden Markov Model

14.

Knowledge Sharing in Online Communities: Learning to Cross Geographic and Hierarchical Boundaries

Organization Science, 2015
Number of pages: 45 Posted: 12 Jan 2012 Last Revised: 26 Jan 2020
Elina H. Hwang, Param Vir Singh and Linda Argote
University of Washington - Michael G. Foster School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 445 (72,283)
Citation 6

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knowledge sharing; online knowledge communities; experiential learning; interpersonal similarity; common ground

15.

Trade-offs in Online Advertising: Advertising Effectiveness and Annoyance Dynamics Across the Purchase Funnel

Forthcoming, Information Systems Research
Number of pages: 50 Posted: 18 Jun 2019
Vilma Todri, Anindya Ghose and Param Vir Singh
Emory University - Goizueta Business School, New York University (NYU) - Leonard N. Stern School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 407 (80,349)
Citation 3

Abstract:

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Consumer Annoyance; Dynamic Models; Hidden Markov Models; Digital Advertising; Ad Repetition; Purchase Funnel

16.

Crowds, Lending, Machine, and Bias

Number of pages: 40 Posted: 21 Jul 2018 Last Revised: 25 Jun 2020
Runshan Fu, Yan Huang and Param Vir Singh
Carnegie Mellon University, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 395 (83,123)
Citation 2

Abstract:

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fintech, peer-to-peer lending, crowdfunding, machine learning, algorithmic bias, machine vs humans

17.

Is Core-Periphery Network Good for Knowledge Sharing? A Structural Model of Endogenous Network Formation on a Crowdsourced Customer Support Forum

Number of pages: 43 Posted: 27 Aug 2014 Last Revised: 04 Aug 2015
Yingda Lu, Param Vir Singh and Baohong Sun
Rensselaer Polytechnic Institute (RPI), Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 394 (83,352)
Citation 2

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Social media, Social CRM, Structural Modeling, Oblivious Equilibrium, Web 2.0, Learning by Sharing, Discussion Forums

18.

How to Attract and Retain Readers in Enterprise Blogging?

Number of pages: 40 Posted: 28 May 2010 Last Revised: 23 Oct 2014
Param Vir Singh, Nachiketa Sahoo and Tridas Mukhopadhyay
Carnegie Mellon University - David A. Tepper School of Business, Boston University - Questrom School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 364 (91,425)
Citation 10

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Blogs, Employee Blogs, Enterprise 2.0, Blog Reading, Dynamic Models, User Generated Content, Latent Class Models, Hidden Markov Models, Regime Switching Models, Text mining

19.

Networks, Social Influence and the Choice Among Competing Innovations: Insights from Open Source Software Licenses

Information Systems Research, Forthcoming
Number of pages: 63 Posted: 21 Jul 2009 Last Revised: 13 Mar 2013
Param Vir Singh and Corey C. Phelps
Carnegie Mellon University - David A. Tepper School of Business and McGill University
Downloads 360 (92,584)
Citation 3

Abstract:

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open source software license, social networks, adoption and diffusion, IT governance, social influence, hierarchical Bayes

20.

Jack of All, Master of Some: Information Network and Innovation in Crowdsourcing Communities

Hwang EH, Singh PV, Argote L (2019) Jack of All, Master of Some: Information Network and Innovation in Crowdsourcing Communities. Information Systems Research 30(2).
Number of pages: 54 Posted: 15 Jul 2015 Last Revised: 26 Jan 2020
Elina H. Hwang, Param Vir Singh and Linda Argote
University of Washington - Michael G. Foster School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 310 (109,403)
Citation 3

Abstract:

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crowdsourcing, new product innovation, information network, natural language processing

21.

Developer Heterogeneity and Formation of Communication Networks in Open Source Software Projects

Journal of Management Information Systems, Volume 27, Number 3, 2010
Number of pages: 63 Posted: 01 Oct 2008 Last Revised: 07 Nov 2017
Param Vir Singh and Yong Tan
Carnegie Mellon University - David A. Tepper School of Business and University of Washington - Michael G. Foster School of Business
Downloads 304 (111,758)
Citation 1

Abstract:

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social networks, network formation, game theory, open source, software, knowledge worker, teams

22.

A Dynamic Analysis of Beauty Premium

Number of pages: 115 Posted: 25 Jul 2018 Last Revised: 08 Jun 2020
Nikhil Malik, Param Vir Singh and Kannan Srinivasan
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 299 (113,790)
Citation 1

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Beauty Premium, Personal Marketing, Bias in workplace, Perceptions, Beliefs, Preferences, Attractiveness Prediction, Generative Deep Learning, Image Morphing, Text Mining

23.

Learning Curves of Agents with Diverse Skills in Information Technology Enabled Physician Referral Systems

Information Systems Research, Forthcoming
Number of pages: 39 Posted: 06 Feb 2009 Last Revised: 31 Aug 2012
Tridas Mukhopadhyay, Param Vir Singh and Seung Hyun Kim
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business and National University of Singapore (NUS)
Downloads 273 (125,234)

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Business Value of IT, Economics of IS, Econometrics, Physician Referral System, Learning Curves, IT Enabled Call Centers.

24.

'Un'Fair Machine Learning Algorithms

Number of pages: 48 Posted: 04 Jul 2019 Last Revised: 17 Oct 2020
Carnegie Mellon University, Katz Graduate School of Business at University of Pittsburgh, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 268 (127,695)
Citation 1

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algorithmic bias, fair algorithms, machine learning bias, equality of opportunity, algorithms and bias, machine learning, bias

25.

Stability and Efficiency of Communication Networks in Open Source Software Development

15th Annual Workshop on Information Technolgies & Systems (WITS) Paper
Number of pages: 22 Posted: 02 Mar 2006 Last Revised: 15 May 2011
Yong Tan and Param Vir Singh
University of Washington - Michael G. Foster School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 248 (138,261)

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Open source software development, Social networks, Efficiency, Stability, communication structure, coordination structure.

26.

Why Bitcoin Will Fail to Scale?

Number of pages: 73 Posted: 04 Feb 2019 Last Revised: 15 Nov 2019
Carnegie Mellon University - David A. Tepper School of Business, Katz Graduate School of Business at University of Pittsburgh, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 224 (152,582)
Citation 1

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Bitcoin, Blockchain, Miners, Collusion, Repeated Game, Fees, MicroPayments, Scalability, Security

27.

Deep Learning in Computer Vision: Methods, Interpretation, Causation and Fairness

Number of pages: 32 Posted: 12 Jun 2019 Last Revised: 09 Oct 2019
Nikhil Malik and Param Vir Singh
Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 158 (208,746)

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Computer Vision, Deep Learning, Optimization, Generative Models, Interpretability, Causality, Fairness

28.

Online Appendix to Crowdsourcing New Product Ideas Under Consumer Learning

Number of pages: 10 Posted: 30 May 2014
Yan Huang, Param Vir Singh and Kannan Srinivasan
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 139 (231,751)
Citation 1

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Crowdsourcing, Structural Modeling, Dynamic Learning, Heterogeneity, Econometric analyses, Utility, Ideation, Bayesian Learning

29.

Community Costs? Analyzing the Contingent Association Between Internal Cohesion and External Knowledge Transfer Relationships

Number of pages: 29 Posted: 04 Jun 2012 Last Revised: 05 Jun 2012
Ray Reagans, Param Vir Singh and Ramayya Krishnan
affiliation not provided to SSRN, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - H. John Heinz III School of Public Policy and Management
Downloads 95 (304,734)

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cohesion, knowledge overlap, knowledge transfer, social networks

30.

Online Technical Appendix for 'The Emergence of Opinion Leaders in a Networked Online Community: A Dyadic Model with Time Dynamics and a Heuristic for Fast Estimation'

Number of pages: 55 Posted: 25 Jan 2013 Last Revised: 28 Aug 2015
Yingda Lu, Kinshuk Jerath and Param Vir Singh
Rensselaer Polytechnic Institute (RPI), Columbia University - Columbia Business School and Carnegie Mellon University - David A. Tepper School of Business
Downloads 65 (380,002)

Abstract:

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user-generated content, opinion leaders, social networks, network growth, proportional hazard model, weighted exogenous sampling

31.

Algorithmic Transparency with Strategic Users

Number of pages: 51 Posted: 27 Aug 2020
Qiaochu Wang, Yan Huang, Stefanus Jasin and Param Vir Singh
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business, University of Michigan, Stephen M. Ross School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 42 (466,186)

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Algorithmic Transparency, Game Theory, Machine Learning, Strategic Classification, Signaling Game, Information Game

32.

AI and Algorithmic Bias: Source, Detection, Mitigation and Implications

Number of pages: 35 Posted: 16 Oct 2020
Runshan Fu, Yan Huang and Param Vir Singh
Carnegie Mellon University, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 21 (571,823)

Abstract:

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artificial intelligence; machine learning; fair machine learning; algorithms; unintended consequence of algorithms; algorithmic bias; algorithmic transparency

33.

A Structured Analysis of Unstructured Big Data by Leveraging Cloud Computing

Liu, X., Singh, P. V., & Srinivasan, K. (2016). A structured analysis of unstructured big data by leveraging cloud computing. Marketing Science, 35(3), 363-388.
Number of pages: 37 Posted: 20 Jul 2020 Last Revised: 08 Sep 2020
Xiao Liu, Param Vir Singh and Kannan Srinivasan
New York University (NYU) - Leonard N. Stern School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University
Downloads 9 (653,916)

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big data; cloud computing; text mining; user generated content; Twitter; Google Trends

34.

Privacy Discrimination Under GDPR

Posted: 03 Aug 2020
Qiaochu Wang, Yan Huang and Param Vir Singh
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business

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General data protection regulation, GDPR, data privacy, price discrimination, privacy discrimination, product recommendation

35.

Blog, Blogger and the Firm: Can Negative Posts by Employees Lead to Positive Outcomes?

Information Systems Research, Forthcoming
Posted: 06 Jan 2010 Last Revised: 05 Aug 2014
University of Utah - Department of Operations and Information Systems, University of Connecticut - Department of Operations & Information Management, University of Connecticut - Department of Operations & Information Management and Carnegie Mellon University - David A. Tepper School of Business

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blog, employee blogs, bloggers, attribution theory, non-linear models, negative posts, influence