Davide Proserpio

Marshall School of Business - University of Southern California

701 Exposition Blvd

Los Angeles, CA 90089

United States

http://dadepro.github.io/

SCHOLARLY PAPERS

21

DOWNLOADS
Rank 505

SSRN RANKINGS

Top 505

in Total Papers Downloads

69,349

SSRN CITATIONS
Rank 3,731

SSRN RANKINGS

Top 3,731

in Total Papers Citations

407

CROSSREF CITATIONS

76

Scholarly Papers (21)

1.

The Rise of the Sharing Economy: Estimating the Impact of Airbnb on the Hotel Industry

Boston U. School of Management Research Paper No. 2013-16
Number of pages: 45 Posted: 14 Dec 2013 Last Revised: 19 Nov 2016
Georgios Zervas, Davide Proserpio and John Byers
Questrom School of Business, Boston University, Marshall School of Business - University of Southern California and Boston University - Department of Computer Science
Downloads 25,582 (197)
Citation 185

Abstract:

Loading...

sharing economy, Airbnb, hotels, competition, peer-to-peer markets

2.

The Effect of Home-Sharing on House Prices and Rents: Evidence from Airbnb

Number of pages: 72 Posted: 25 Jul 2017 Last Revised: 05 Mar 2020
Kyle Barron, Edward Kung and Davide Proserpio
National Bureau of Economic Research, California State University, Northridge - David Nazarian College of Business and Economics and Marshall School of Business - University of Southern California
Downloads 13,514 (630)
Citation 544

Abstract:

Loading...

Sharing Economy, Peer-To-Peer Markets, Housing Markets, Airbnb

3.

A First Look at Online Reputation on Airbnb, Where Every Stay is Above Average

Number of pages: 19 Posted: 25 Jan 2015 Last Revised: 29 Dec 2020
Georgios Zervas, Davide Proserpio and John Byers
Questrom School of Business, Boston University, Marshall School of Business - University of Southern California and Boston University - Department of Computer Science
Downloads 9,780 (1,093)
Citation 399

Abstract:

Loading...

airbnb, reputation, online reviews, sharing economy

4.

The Market for Fake Reviews

Marketing Science, 2022,Vol.41(5),p.896-921
Number of pages: 57 Posted: 20 Aug 2020 Last Revised: 03 Oct 2022
Sherry He, Brett Hollenbeck and Davide Proserpio
University of California, Los Angeles (UCLA), Anderson School of Management, University of California, Los Angeles (UCLA) - Anderson School of Management and Marshall School of Business - University of Southern California
Downloads 5,869 (2,611)
Citation 5

Abstract:

Loading...

Fake reviews, online platforms, e-commerce, fraud, consumer protection

5.

Product2Vec: Leveraging representation learning to model consumer product choice in large assortments

NYU Stern School of Business
Number of pages: 83 Posted: 07 Feb 2020 Last Revised: 03 Jul 2022
Fanglin Chen, Xiao Liu, Davide Proserpio and Isamar Troncoso
New York University (NYU) - New York University (NYU), Leonard N. Stern School of Business, Department of Marketing, Students, New York University (NYU) - Leonard N. Stern School of Business, Marshall School of Business - University of Southern California and Harvard Business School
Downloads 2,646 (9,829)
Citation 4

Abstract:

Loading...

machine learning, product competition, representation learning, choice models

6.

Estimating the impact of Airbnb on the local economy: Evidence from the restaurant industry

Number of pages: 49 Posted: 03 Feb 2020 Last Revised: 18 Oct 2022
Suman Basuroy, Yongseok Kim and Davide Proserpio
University of Texas at San Antonio - College of Business, University of San Diego and Marshall School of Business - University of Southern California
Downloads 1,708 (19,669)
Citation 5

Abstract:

Loading...

Sharing Economy, Peer-To-Peer Markets, Airbnb, Restaurant Revenue, Local Economy

7.

Online Reputation Management: Estimating the Impact of Management Responses on Consumer Reviews

Forthcoming, Marketing Science
Number of pages: 43 Posted: 13 Nov 2014 Last Revised: 08 Nov 2016
Davide Proserpio and Georgios Zervas
Marshall School of Business - University of Southern California and Questrom School of Business, Boston University
Downloads 1,641 (20,897)
Citation 64

Abstract:

Loading...

online reviews, management responses, reputation

8.

The Effect of Short-Term Rentals on Residential Investment

Number of pages: 63 Posted: 08 Jul 2021 Last Revised: 04 Nov 2022
Cherre Inc, Desautels Faculty of Management, McGill University, California State University, Northridge - David Nazarian College of Business and Economics, Cherre Inc and Marshall School of Business - University of Southern California
Downloads 1,307 (29,364)
Citation 9

Abstract:

Loading...

9.

Detecting Fake Review Buyers Using Network Structure: Direct Evidence from Amazon

USC Marshall School of Business Research Paper Sponsored by iORB
Number of pages: 26 Posted: 11 Jul 2022 Last Revised: 01 May 2023
University of California, Los Angeles (UCLA), Anderson School of Management, University of California, Los Angeles (UCLA) - Anderson School of Management, Rochester Institute of Technology, Marshall School of Business - University of Southern California and RIT Saunders College of Business
Downloads 1,090 (38,148)
Citation 4

Abstract:

Loading...

Online reviews, machine learning, networks, text analysis

10.

Baring the Sharing Economy: Concepts, Classification, Findings, and Future Directions

Number of pages: 48 Posted: 07 Dec 2017 Last Revised: 17 Jan 2018
Davide Proserpio and Gerard J. Tellis
Marshall School of Business - University of Southern California and University of Southern California - Marshall School of Business, Department of Marketing
Downloads 886 (51,051)
Citation 7

Abstract:

Loading...

sharing economy, gig economy, peer-to-peer markets, collaborative consumption

11.

I Hear You: Does Quality Improve with Customer Voice?

Number of pages: 56 Posted: 20 Oct 2019 Last Revised: 03 Mar 2023
Carnegie Mellon University - Heinz College of Information Systems and Public Policy, Marshall School of Business - University of Southern California and Kelley School of Business, Indiana University
Downloads 857 (53,449)
Citation 13

Abstract:

Loading...

Online reviews, Reputation management, TripAdvisor, Expedia, Hotel industry, Sentiment analysis, Sentence embeddings

12.

Words Meet Photos: When and Why Photos Increase Review Helpfulness

Number of pages: 58 Posted: 30 Aug 2021 Last Revised: 17 Apr 2024
Gizem Ceylan, Kristin Diehl and Davide Proserpio
Yale School of Management, University of Southern California - Marshall School of Business and Marshall School of Business - University of Southern California
Downloads 854 (53,679)
Citation 4

Abstract:

Loading...

online reviews; helpfulness; machine learning; images

13.

Advertising Strategy in the Presence of Reviews: An Empirical Analysis

Marketing Science, Vol. 38(5), p. 793-811, 2019
Number of pages: 51 Posted: 29 Nov 2017 Last Revised: 14 Oct 2019
Brett Hollenbeck, Sridhar Moorthy and Davide Proserpio
University of California, Los Angeles (UCLA) - Anderson School of Management, University of Toronto - Rotman School of Management and Marshall School of Business - University of Southern California
Downloads 651 (76,698)
Citation 7

Abstract:

Loading...

online reviews, advertising, TripAdvisor, regression discontinuity, hotels

14.

Does Gender Matter? The Effect of Management Responses on Reviewing Behavior

Number of pages: 59 Posted: 07 Aug 2020 Last Revised: 08 Sep 2023
Davide Proserpio, Isamar Troncoso and Francesca Valsesia
Marshall School of Business - University of Southern California, Harvard Business School and University of Washington - Michael G. Foster School of Business
Downloads 550 (94,759)
Citation 10

Abstract:

Loading...

TripAdvisor, online reviews, gender bias, management responses

15.

Online Reviews: A Literature Review and Roadmap for Future Research

Number of pages: 66 Posted: 03 Oct 2023
Martina Pocchiari, Davide Proserpio and Yaniv Dover
NUS Business School, National University of Singapore, Marshall School of Business - University of Southern California and Hebrew University of Jerusalem - Jerusalem School of Business Administration
Downloads 423 (129,822)

Abstract:

Loading...

Online reviews, digital marketing, user-generated content, digital platforms, electronic word-of-mouth

16.

Algorithm Failures and Consumers’ Response: Evidence From Zillow

Number of pages: 41 Posted: 27 Jul 2023
Isamar Troncoso, Runshan Fu, Nikhil Malik and Davide Proserpio
Harvard Business School, New York University (NYU) - Leonard N. Stern School of Business, Marshall School of Business, USC and Marshall School of Business - University of Southern California
Downloads 422 (130,184)

Abstract:

Loading...

Algorithmic Pricing, AI Trust, Economics of AI, Housing Market, Zillow

17.

Who Benefits from the 'Sharing' Economy of Airbnb

International World Wide Web Conference. WWW 2016, April 11–15, 2016, Montréal, Québec, Canada
Number of pages: 28 Posted: 29 Feb 2016
University College London, Marshall School of Business - University of Southern California, Bell Laboratories, Independent and University College London
Downloads 409 (134,941)
Citation 10

Abstract:

Loading...

Sharing economy, regulation, policy, Airbnb, London

18.

Soul and Machine (Learning)

NYU Stern School of Business
Number of pages: 17 Posted: 24 Sep 2019 Last Revised: 26 Aug 2020
Marshall School of Business - University of Southern California, MIT Sloan School of Management, New York University (NYU) - Leonard N. Stern School of Business, Harvard University - Business School (HBS), Yale School of Management, Duke University, Fuqua School of Business, Boston University - Questrom School of Business, Amazon, University of Michigan, Stephen M. Ross School of Business, University of Michigan, Stephen M. Ross School of Business, Kellogg School of Management, Northwestern University, affiliation not provided to SSRN and University of Washington
Downloads 366 (152,933)
Citation 8

Abstract:

Loading...

Machine learning, marketing

19.

The Psychology of Job Loss: Using Social Media Data to Characterize and Predict Unemployment

Number of pages: 10 Posted: 25 May 2016 Last Revised: 02 Jul 2016
Davide Proserpio, Scott Counts and Apurv Jain
Marshall School of Business - University of Southern California, Microsoft Corporation and MacroXStudio
Downloads 290 (196,018)
Citation 3

Abstract:

Loading...

Big Data, Social Media, Unemployment, Micro Foundation, Psychology, Job Market

20.

You Get What You Give: Theory and Evidence of Reciprocity in the Sharing Economy

Number of pages: 44 Posted: 17 Jul 2018
Davide Proserpio, Wendy (Xun) Xu and Georgios Zervas
Marshall School of Business - University of Southern California, Hong Kong University of Science and Technology and Questrom School of Business, Boston University
Downloads 268 (212,385)
Citation 22

Abstract:

Loading...

Airbnb, Sharing Economy, Reputation, Online Reviews, Reciprocity

21.

The Impact of Large Language Models on Search Advertising: Evidence from Google’s BERT

USC Marshall School of Business Research Paper Sponsored by iORB
Number of pages: 54 Posted: 03 Nov 2023
Poet Larsen and Davide Proserpio
Marshall School of Business - University of Southern California and Marshall School of Business - University of Southern California
Downloads 236 (242,801)

Abstract:

Loading...

Large Language Models, Sponsored Search Advertising, Auction Markets, BERT