Title :
Social Recommendations for Location-Based Services
Author :
Emrich, Andreas ; Chapko, A. ; Werth, Dirk ; Loos, Peter
Author_Institution :
Inst. for Inf. Syst. (IWi), German Res. Center for Artificial Intell. (DFKI), Saarbrucken, Germany
Abstract :
This paper introduces a preliminary approach and evaluation for a social recommendation mechanism for location-based services (LBS). Many approaches for recommending location-based services do not take into account other factors than spatial ones. This paper focuses on social interactions and a focused ranking method to support social recommendations. The qualitative and quantitative evaluation at the end of the paper demonstrates, that users find social recommendations more useful than the conventional ones.
Keywords :
mobile computing; recommender systems; social networking (online); LBS; location-based services; qualitative evaluation; quantitative evaluation; ranking method; social interactions; social recommendation mechanism; Mobile recommender systems; community-based services; point of interest; social networks;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2012 IEEE/WIC/ACM International Conferences on
Conference_Location :
Macau
Print_ISBN :
978-1-4673-6057-9
DOI :
10.1109/WI-IAT.2012.238