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In recent years, what has become known as collaborative consumption has undergone rapid expansion through peer-to-peer (P2P) platforms. In the field of tourism, a particularly notable example is that of Airbnb. This article analyses the…

社会与信息网络 · 计算机科学 2017-05-24 Javier Gutierrez , Juan Carlos Garcia-Palomares , Gustavo Romanillos , Maria Henar Salas-Olmedo

Airbnb, an online marketplace for accommodations, has experienced a staggering growth accompanied by intense debates and scattered regulations around the world. Current discourses, however, are largely focused on opinions rather than…

计算机与社会 · 计算机科学 2017-05-15 Qing Ke

Sharing economy platforms have become extremely popular in the last few years, and they have changed the way in which we commute, travel, and borrow among many other activities. Despite their popularity among consumers, such companies are…

社会与信息网络 · 计算机科学 2016-02-09 Giovanni Quattrone , Davide Proserpio , Daniele Quercia , Licia Capra , Mirco Musolesi

How diverse are sharing economy platforms? Are they fair marketplaces, where all participants operate on a level playing field, or are they large-scale online aggregators of offline human biases? Often portrayed as easy-to-access digital…

社会与信息网络 · 计算机科学 2019-04-02 Victoria Koh , Weihua Li , Giacomo Livan , Licia Capra

The expansion of short-term rental platforms, such as Airbnb, has significantly disrupted local housing markets, often leading to increased rental prices and housing affordability issues. Accurately forecasting regional Airbnb market trends…

人工智能 · 计算机科学 2025-11-19 Hongju Lee , Youngjun Park , Jisun An , Dongman Lee

In the burgeoning market of short-term rentals, understanding pricing dynamics is crucial for a range of stake-holders. This study delves into the factors influencing Airbnb pricing in major European cities, employing a comprehensive…

综合经济学 · 经济学 2024-07-03 Trinath Sai Subhash Reddy Pittala , Uma Maheswara R Meleti , Hemanth Vasireddy

Over the past decade, Airbnb has emerged as the most popular platform for renting out single rooms or whole apartments. The impact of Airbnb listings on local neighborhoods has been controversially discussed in many cities around the world.…

计算机与社会 · 计算机科学 2018-09-11 Natalie Stors , Sebastian Baltes

There is a rumbling debate over the impact of gentrification: presumed gentrifiers have been the target of protests and attacks in some cities, while they have been welcome as generators of new jobs and taxes in others. Census data fails to…

计算机与社会 · 计算机科学 2021-01-19 Shomik Jain , Davide Proserpio , Giovanni Quattrone , Daniele Quercia

Airbnb is a two-sided marketplace, bringing together hosts who own listings for rent, with prospective guests from around the globe. Applying neural network-based learning to rank techniques has led to significant improvements in matching…

信息检索 · 计算机科学 2023-08-09 Malay Haldar , Mustafa Abdool , Liwei He , Dillon Davis , Huiji Gao , Sanjeev Katariya

A commonly expressed concern about the rise of the peer-to-peer rental market Airbnb is that hosts---those renting out their properties---impose costs on their unwitting neighbors. I consider the question of whether apartment building…

综合金融 · 定量金融 2016-11-18 John J. Horton

The housing crisis in Ireland has rapidly grown in recent years. To make a more significant profit, many landlords are no longer renting out their houses under long-term tenancies but under short-term tenancies. The shift from long-term to…

社会与信息网络 · 计算机科学 2022-12-01 Guowen Liu , Inmaculada Arnedillo-Sanchez , Zhenshuo Chen

As affordability pressures and tight rental markets in global cities mount, online shared accommodation sites proliferate. Home sharing arrangements present dilemmas for planning that aims to improve health and safety standards, while…

计算机与社会 · 计算机科学 2017-05-19 Somwrita Sarkar , Nicole Gurran

Our research group wanted to take on the difficult task of predicting prices in a dynamic market. And short term rentals such as Airbnb listings seemed to be the perfect proving ground to do such a thing. Airbnb has revolutionized the…

机器学习 · 计算机科学 2023-08-15 Sam Chapman , Seifey Mohammad , Kimberly Villegas

This paper analyzes Airbnb listings in the city of San Francisco to better understand how different attributes such as bedrooms, location, house type amongst others can be used to accurately predict the price of a new listing that optimal…

综合金融 · 定量金融 2018-05-31 Paridhi Choudhary , Aniket Jain , Rahul Baijal

Society is undergoing many transformations and faces economic crises, environmental, social, and public health issues. At the same time, the Internet, mobile communications, cloud technologies, and social networks are growing rapidly and…

综合经济学 · 经济学 2021-01-05 Rim Krouk , Fernando Almeida

As a two-sided marketplace, Airbnb brings together hosts who own listings for rent with prospective guests from around the globe. Results from a guest's search for listings are displayed primarily through two interfaces: (1) as a list of…

Short-term shifts in booking behaviors can disrupt forecasting in the travel and hospitality industry, especially during global crises. Traditional metrics like average or median lead times often overlook important distribution changes.…

应用统计 · 统计学 2025-07-08 Harrison Katz , Erica Savage , Peter Coles

This article interprets emerging scholarship on rental housing platforms -- particularly the most well-known and used short- and long-term rental housing platforms - and considers how the technological processes connecting both short-term…

综合经济学 · 经济学 2021-08-19 Geoff Boeing , Max Besbris , David Wachsmuth , Jake Wegmann

Many "sharing economy" platforms, such as Uber and Airbnb, have become increasingly popular, providing consumers with more choices and suppliers a chance to make profit. They, however, have also brought about emerging issues regarding…

计算机与社会 · 计算机科学 2017-09-25 Qing Ke

In order to make technological systems and platforms more equitable, organizations must be able to measure the scale of potential inequities as well as the efficacy of proposed solutions. In this paper, we present a system that measures…

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