An interoperable open data framework for discovering popular tours based on geo-tagged tweets
by Gloria Bordogna; Alfredo Cuzzocrea; Luca Frigerio; Giuseppe Psaila; Maurizio Toccu
International Journal of Intelligent Information and Database Systems (IJIIDS), Vol. 10, No. 3/4, 2017

Abstract: In this paper, we introduce an original approach that exploits timestamped geo-tagged messages posted by Twitter users through their smartphones when they travel to trace their trips. A clustering approach is applied to group similar trips to identify tours, and an interoperable framework is used to share the popular tours on the web, in order to analyse them in relation with local geo-located territorial resources. Tools developed to reconstruct and mine the tours of tourists within a region are described, which identify, track, and group the tourists' trips through a knowledge-based approach, exploiting timestamped geo-tagged information associated with Twitter messages sent by tourists while travelling. The collected tracks are managed and shared on the web in compliance with OGC standards so as to be able to analyse the characteristic of localities visited by the tourists by spatial overlaying with other open geo-spatial data, such as maps of points of interest (POIs) of distinct type. The result is a novel interoperable framework, based on web-service technology.

Online publication date:: Wed, 11-Oct-2017

The full text of this article is only available to individual subscribers or to users at subscribing institutions.

 
Existing subscribers:
Go to Inderscience Online Journals to access the Full Text of this article.

Pay per view:
If you are not a subscriber and you just want to read the full contents of this article, buy online access here.

Complimentary Subscribers, Editors or Members of the Editorial Board of the International Journal of Intelligent Information and Database Systems (IJIIDS):
Login with your Inderscience username and password:

    Username:        Password:         

Forgotten your password?


Want to subscribe?
A subscription gives you complete access to all articles in the current issue, as well as to all articles in the previous three years (where applicable). See our Orders page to subscribe.

If you still need assistance, please email subs@inderscience.com