logo SBA

ETD

Digital archive of theses discussed at the University of Pisa

 

Thesis etd-09172018-235934


Thesis type
Tesi di laurea magistrale
URN
etd-09172018-235934
Thesis title
Hotel performance analysis based on Booking.com reviews
Department
INFORMATICA
Course of study
INFORMATICA PER L'ECONOMIA E PER L'AZIENDA (BUSINESS INFORMATICS)
Supervisors
.
relatore Prof. Nanni, Mirco
Keywords
  • Booking.com
  • cluster analysis
  • data mining
  • European hotel reviews
Graduation session start date
05/10/2018
Availability
Full
Abstract (Inglese)
Abstract (Italiano)
In this thesis, we analyze hotels reviews provided by the Booking web platform, relative to hotels located in the heart of six important European cities. By analyzing the various attributes of the hotels and the scores and contents of the reviewer evaluations, we cluster the hotels according to the number of monthly reviews and monthly ratings of the hotel. We aim to find commonalities and characteristics, weak and strong points of hotels in European cities and propose some possible improvements based our analysis results.
File