DocumentCode :
243673
Title :
NaviSoc: A Socially Enhanced Real-Time Navigator
Author :
Louloudakis, Nikolaos ; Theodosiadis, Vasileios ; Kondylakis, Haridimos ; Stefanidis, Kostas
Author_Institution :
Comput. Sci. Dept., Univ. of Crete, Heraklion, Greece
fYear :
2014
fDate :
14-14 Dec. 2014
Firstpage :
797
Lastpage :
803
Abstract :
As the usage of social networks becomes more and more ubiquitous and people commute more often today, social streams have become a valuable source for many kinds of applications. For example, the various social streams could be exploited for choosing the optimal path (e.g., The shortest and/or the fastest) to reach a desired destination. To this direction, we present a novel navigation system, called NaviSoc. NaviSoc is a location-based, context-aware recommendation system proposing dynamically and in real-time, the best route according to the user´s context (e.g., Preferences and budget). The system takes advantage of social streams in order to identify unprecedented (e.g., Traffic jam, protest) or social events occurring in a specific place. Then, using this knowledge, the system dynamically readjusts the proposed navigation path. An initial evaluation, performed on the Greek island of Crete, demonstrates the feasibility of our solution and the benefits of our system.
Keywords :
computerised navigation; recommender systems; social networking (online); traffic engineering computing; ubiquitous computing; NaviSoc; context-aware recommendation system; location-based recommendation system; navigation path; navigation system; social events; social networks; social streams; socially enhanced real-time navigator; Context; Databases; Global Positioning System; Real-time systems; Servers; Twitter; Social navigation; context awareness; event detection; social networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Data Mining Workshop (ICDMW), 2014 IEEE International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4799-4275-6
Type :
conf
DOI :
10.1109/ICDMW.2014.77
Filename :
7022676
Link To Document :
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