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This paper explores Airbnb, a peer-to-peer platform for short-term rental of housing accommodation, examining the geographical pattern of those establishments using data from London. Our purpose is to analyse whether or not the diversity of…

Computers and Society · Computer Science 2019-05-30 Zahratu Shabrina , Elsa Arcaute , Michael Batty

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…

Social and Information Networks · Computer Science 2016-02-09 Giovanni Quattrone , Davide Proserpio , Daniele Quercia , Licia Capra , Mirco Musolesi

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…

Computers and Society · Computer Science 2017-05-15 Qing Ke

Airbnb is one of the most successful examples of sharing economy marketplaces. With rapid and global market penetration, understanding its attractiveness and evolving growth opportunities is key to plan business decision making. There is an…

Computers and Society · Computer Science 2020-04-27 Giovanni Quattrone , Antonino Nocera , Licia Capra , Daniele Quercia

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.…

Computers and Society · Computer Science 2018-09-11 Natalie Stors , Sebastian Baltes

Massive tourism is becoming a big problem for some cities, such as Barcelona, due to its concentration in some neighborhoods. In this work we gather Instagram data related to Barcelona consisting on images-captions pairs and, using the text…

Computer Vision and Pattern Recognition · Computer Science 2018-08-21 Raul Gomez , Lluis Gomez , Jaume Gibert , Dimosthenis Karatzas

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…

General Economics · Economics 2024-07-03 Trinath Sai Subhash Reddy Pittala , Uma Maheswara R Meleti , Hemanth Vasireddy

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…

Social and Information Networks · Computer Science 2019-04-02 Victoria Koh , Weihua Li , Giacomo Livan , Licia Capra

Airbnb is an online marketplace that connects hosts and guests to unique stays and experiences. When guests stay at homes booked on Airbnb, there are a small fraction of stays that lead to support needed from Airbnb's Customer Support (CS),…

Machine Learning · Computer Science 2025-03-24 Do-kyum Kim , Han Zhao , Huiji Gao , Liwei He , Malay Haldar , Sanjeev Katariya

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…

Information and communications technologies have enabled the rise of the phenomenon named sharing economy, which represents activities between people, coordinated by online platforms, to obtain, provide, or share access to goods and…

Social and Information Networks · Computer Science 2020-05-15 Gustavo Santos , Vinicius F. S. Mota , Fabricio Benevenuto , Thiago H. Silva

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…

General Finance · Quantitative Finance 2016-11-18 John J. Horton

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…

Information Retrieval · Computer Science 2023-08-09 Malay Haldar , Mustafa Abdool , Liwei He , Dillon Davis , Huiji Gao , Sanjeev Katariya

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…

General Economics · Economics 2021-01-05 Rim Krouk , Fernando Almeida

The proliferation of smartphones has led to the increased popularity of location-based search and recommendation systems. Online platforms like Google and Yelp allow location-based search in the form of nearby feature to query for hotels or…

Information Retrieval · Computer Science 2020-11-17 Ashmi Banerjee , Gourab K Patro , Linus W. Dietz , Abhijnan Chakraborty

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…

General Finance · Quantitative Finance 2018-05-31 Paridhi Choudhary , Aniket Jain , Rahul Baijal

Critical toponymy examines the dynamics of power, capital, and resistance through place names and the sites to which they refer. Studies here have traditionally focused on the semantic content of toponyms and the top-down institutional…

Computation and Language · Computer Science 2023-10-25 Mikael Brunila , Jack LaViolette , Sky CH-Wang , Priyanka Verma , Clara Féré , Grant McKenzie

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…

Computers and Society · Computer Science 2017-09-25 Qing Ke

At Airbnb, an online marketplace for stays and experiences, guests often spend weeks exploring and comparing multiple items before making a final reservation request. Each reservation request may then potentially be rejected or cancelled by…

Information Retrieval · Computer Science 2023-05-31 Chun How Tan , Austin Chan , Malay Haldar , Jie Tang , Xin Liu , Mustafa Abdool , Huiji Gao , Liwei He , Sanjeev Katariya

There is little knowledge available on the spatial behaviour of urban tourists, and yet tourists generate an enormous quantity of data (Big Data) when they visit cities. These data sources can be used to track their presence through their…

Computers and Society · Computer Science 2017-05-24 Maria Henar Salas-Olmedo , Juan Carlos Garcia-Palomares , Javier Gutierrez
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