Data Privacy Protection and Utility Preservation through Bayesian Data Synthesis: A Case Study on Airbnb Listings-Reference-Cited by-同舟云学术

Data Privacy Protection and Utility Preservation through Bayesian Data Synthesis: A Case Study on Airbnb Listings

Published:2022-07-05 Issue:2 Volume:77 Page:192-200
ISSN:0003-1305
Container-title:The American Statistician
language:en
Short-container-title:The American Statistician

Author:

Guo Shijie¹^ORCID,Hu Jingchen²

Affiliation:

1. Civil and Environmental Engineering Department, Stanford University, Stanford, CA;

2. Mathematics and Statistics Department, Vassar College, Poughkeepsie, NY

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/00031305.2022.2077440

Reference28 articles.

1. Airbnb (2020), “About Us,” Availalbe at https://news.airbnb.com/about-us/. Accessed August 03, 2020.

2. Bressington, B. (2019), “How Airbnb Hosts are Joining Crime Networks to Steal from Guests,” available at https://medium.com/@BenBressington/how-airbnb-hosts-are-joining-crime-networks-to-steal-from-guest-ecda035c38fe.

3. Dgomonov (2019), “New York City Airbnb Open Data,” available at https://www.kaggle.com/dgomonov/new-york-city-airbnb-open-data. Accessed April 20, 2020.

4. Synthetic Datasets for Statistical Disclosure Control

5. Synthesizing Geocodes to Facilitate Access to Detailed Geographical Information in Large-Scale Administrative Data

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