Volunteered Geographic Information (VGI) is a process where individuals, supported by enabling technologies, behave like physicalsensorstoharvestgeoreferencedcontentintheirsurroundings. Thevalueofthis, typicallyheterogeneous, contenthasbeen recognized by both researchers and organizations. However, in order to be fruitfully used in various VGI-based types of application reliability and quality of particular VGI content (i.e., Points of Interest) have to be assessed. This evaluation can be based on reputation scores that summarize users’ experiences with the specific content. Following this direction, our contribution provides, primarily, a new comprehensive model and a multi-layer architecture for reputation evaluation aimed to assess quality of VGI content. Secondly, we demonstrate the relevance of adopting such a framework through an applicative scenario for recommending touristic itineraries.

Reputation evaluation of georeferenced data for crowd-sensed applications

MELCHIORI, Michele
;
2017-01-01

Abstract

Volunteered Geographic Information (VGI) is a process where individuals, supported by enabling technologies, behave like physicalsensorstoharvestgeoreferencedcontentintheirsurroundings. Thevalueofthis, typicallyheterogeneous, contenthasbeen recognized by both researchers and organizations. However, in order to be fruitfully used in various VGI-based types of application reliability and quality of particular VGI content (i.e., Points of Interest) have to be assessed. This evaluation can be based on reputation scores that summarize users’ experiences with the specific content. Following this direction, our contribution provides, primarily, a new comprehensive model and a multi-layer architecture for reputation evaluation aimed to assess quality of VGI content. Secondly, we demonstrate the relevance of adopting such a framework through an applicative scenario for recommending touristic itineraries.
2017
Proc. of the International Conference on Ambient Systems, Networks and Technologies (ANT 2017)
Ateneo di appartenenza
Elhadi Shakshuki
PE6_10 Web and information systems, database systems, information retrieval and digital libraries
Esperti anonimi
Inglese
no
The 8th International Conference on Ambient Systems, Networks and Technologies (ANT 2017)
May 16 – 19, 2017
Madeira, Portugal
Internazionale
ELETTRONICO
109
656
663
8
Elsevier
Social Sensors, Reputation Evaluation, Volunteered Geographic Information, Mobile Crowdsourcing, Tourism Planning
https://www.sciencedirect.com/science/article/pii/S1877050917310414?via%3Dihub
open
Melchiori, Michele; Jabeur, Nafaa; Karam, Roula; Renso, Chiara; Gusmini, Marco
273
info:eu-repo/semantics/conferenceObject
5
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/492462
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