Title
Reverse direction-based surrounder queries for mobile recommendations.
Abstract
This paper proposes a new spatial query called a reverse direction-based surrounder (RDBS) query, which retrieves a user who is seeing a point of interest (POI) as one of their direction-based surrounders (DBSs). According to a user, one POI can be dominated by a second POI if the POIs are directionally close and the first POI is farther from the user than the second is. Two POIs are directionally close if their included angle with respect to the user is smaller than an angular threshold źź. If a POI cannot be dominated by another POI, it is a DBS of the user. We also propose an extended query called competitor RDBS query. POIs that share the same RDBSs with another POI are defined as competitors of that POI. We design algorithms to answer the RDBS queries and competitor queries. The experimental results show that the proposed algorithms can answer the queries efficiently.
Year
DOI
Venue
2017
10.1007/s11280-016-0422-0
World Wide Web
Keywords
Field
DocType
Mobile recommendations,Spatial data,Direction-based,Reverse queries,Domination relationships
Spatial analysis,Data mining,Computer science,Relational database management system,Spatial query,Point of interest,Competitor analysis
Journal
Volume
Issue
ISSN
20
5
1386-145X
Citations 
PageRank 
References 
1
0.36
21
Authors
4
Name
Order
Citations
PageRank
Xi Guo1645.59
Yoshiharu Ishikawa257874.32
Yonghong Xie312214.43
Aziguli Wulamu454.16