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Social-Aware Spatial Top-k and Skyline Queries.
- Source :
- Computer Journal; Nov2018, Vol. 61 Issue 11, p1620-1638, 19p
- Publication Year :
- 2018
-
Abstract
- The widespread proliferation of location-acquisition techniques and GPS -embedded mobile devices have resulted in the generation of geo-tagged data at unprecedented scale and have essentially enhanced the user experience in location-based services associated with social networks. Such location-based social networks allow people to record and share their location and are a rich source of information which can be exploited to study people's various attributes and characteristics to provide various Geo-Social (GS) services. In this paper, we propose two new types of queries called Top-k famous places T k F P and Socio-Spatial Skyline Query S S S Q query, which enrich the semantics of the conventional spatial queries by introducing a social relevance component. In addition, three approaches namely, (1) Social-First, (2) Spatial-First and (3) Hybrid are proposed to efficiently process T k F P and S S S Q queries. Finally, we conduct an extensive evaluation of the proposed schemes using real and synthetic datasets and demonstrate the effectiveness of the proposed approaches. [ABSTRACT FROM AUTHOR]
- Subjects :
- GLOBAL Positioning System
SOCIAL networks
EBOLA virus disease
DRUGS
Subjects
Details
- Language :
- English
- ISSN :
- 00104620
- Volume :
- 61
- Issue :
- 11
- Database :
- Complementary Index
- Journal :
- Computer Journal
- Publication Type :
- Academic Journal
- Accession number :
- 132749271
- Full Text :
- https://doi.org/10.1093/comjnl/bxy019