Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Who Benefits from the "Sharing" Economy of Airbnb?   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 poorly regulated. For example, Airbnb, one of the most successful
examples of sharing economy platform, is often criticized by regulators and
policy makers. While, in theory, municipalities should regulate the emergence
of Airbnb through evidence-based policy making, in practice, they engage in a
false dichotomy: some municipalities allow the business without imposing any
regulation, while others ban it altogether. That is because there is no
evidence upon which to draft policies. Here we propose to gather evidence from
the Web. After crawling Airbnb data for the entire city of London, we find out
where and when Airbnb listings are offered and, by matching such listing
information with census and hotel data, we determine the socio-economic
conditions of the areas that actually benefit from the hospitality platform.
The reality is more nuanced than one would expect, and it has changed over the
years. Airbnb demand and offering have changed over time, and traditional
regulations have not been able to respond to those changes. That is why,
finally, we rely on our data analysis to envision regulations that are
responsive to real-time demands, contributing to the emerging idea of
"algorithmic regulation".

8
The categories of this paper are: hep-ex
35
The categories of this paper are: mtrl-th
31
The categories of this paper are: ao-sci
16
The categories of this paper are: stat
18
The categories of this paper are: econ
29
The categories of this paper are: funct-an
4
The categories of this paper are: cond-mat
7
The categories of this paper are: hep-th
15
The categories of this paper are: nucl-ex
24
The categories of this paper are: dg-ga
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The categories of this paper are: patt-sol
32
The categories of this paper are: atom-ph
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The categories of this paper are: bayes-an
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The categories of this paper are: hep-lat
13
The categories of this paper are: quant-ph
2
The categories of this paper are: math