An Efficient Processing of Range Spatial Keyword Queries over Moving Objects

被引:0
|
作者
Oh, Sujin [1 ]
Jung, HaRim [1 ]
Kim, Ung-Mo [2 ]
机构
[1] Sungkyunkwan Univ, Coll Informat & Commun Engn, Suwon, South Korea
[2] Sungkyunkwan Univ, Coll Software, Suwon, South Korea
基金
新加坡国家研究基金会;
关键词
spatial databases; location-based services; spatial keyword queries; range queries; safe zone; range monitoring queries;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we propose an efficient method of processing range spatial keyword queries. In particular, we focus on minimizing (i) the computation cost at the server and (ii) the communication cost between moving objects and the server. As the moving objects dynamically change their location, they should contact the server. This, however, increases the communication cost as well as the server computation cost, as the number of moving objects is increased. In the traditional researches, the concept of safe region is used. A safe region assigned to each moving object o is an area such that o cannot affect the results of the queries as long as it is moving within this area. However, the construction cost of the safe region can become a burden to the server. Therefore, we introduce pruning rules to decrease the overhead of constructing the safe region. In addition, the proposed algorithm for processing continuous range spatial keyword queries over moving objects utilizes a new spatial index structure, called the partition retrieved list, to help the system quickly construct the safe region of each object. Through experimental evaluations, we verify the effectiveness of our proposed algorithm.
引用
收藏
页码:525 / 530
页数:6
相关论文
共 50 条
  • [31] Continuous Range Query Processing over Moving Objects
    Park, Yong Hun
    Bok, Kyoung Soo
    Yoo, Jae Soo
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2008, E91D (11): : 2727 - 2730
  • [32] S-KNN: an efficient approach for processing k-NN queries over moving objects
    Han, Ruizhi
    Wang, Dong
    Leng, Hao
    Han, Shiyuan
    Zhou, Jin
    [J]. IEEE ICCSS 2016 - 2016 3RD INTERNATIONAL CONFERENCE ON INFORMATIVE AND CYBERNETICS FOR COMPUTATIONAL SOCIAL SYSTEMS (ICCSS), 2016, : 76 - 80
  • [33] Processing moving queries over moving objects using motion-adaptive indexes
    Gedik, B
    Wu, KL
    Yu, PS
    Liu, L
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2006, 18 (05) : 651 - 668
  • [34] Moving Spatial Keyword Queries: Formulation, Methods, and Analysis
    Wu, Dingming
    Yiu, Man Lung
    Jensen, Christian S.
    [J]. ACM TRANSACTIONS ON DATABASE SYSTEMS, 2013, 38 (01):
  • [35] An efficient location update mechanism for continuous queries over moving objects
    Cheng, Reynold
    Lam, Kam-Yiu
    Prabhakar, Sunil
    Liang, Biyu
    [J]. INFORMATION SYSTEMS, 2007, 32 (04) : 593 - 620
  • [36] MKStream: An Efficient Algorithm for Processing Multiple Keyword Queries over XML Streams
    Barros, Evandrino G.
    Laender, Alberto H. F.
    Moro, Mirella M.
    da Silva, Altigran S.
    [J]. CONCEPTUAL MODELING, 2014, 8824 : 100 - 107
  • [37] Efficient processing of keyword queries over graph databases for finding effective answers
    Park, Chang-Sup
    Lim, Sungchae
    [J]. INFORMATION PROCESSING & MANAGEMENT, 2015, 51 (01) : 42 - 57
  • [38] Efficient Processing of Moving k-Range Nearest Neighbor Queries in Directed and Dynamic Spatial Networks
    Cho, Hyung-Ju
    Jin, Rize
    [J]. MOBILE INFORMATION SYSTEMS, 2016, 2016
  • [39] Moving range k nearest neighbor queries with quality guarantee over uncertain moving objects
    Lee, Eun-Young
    Cho, Hyung-Ju
    Chung, Tae-Sun
    Ryu, Ki-Yeol
    [J]. INFORMATION SCIENCES, 2015, 325 : 324 - 341
  • [40] Fuzzy Distance-Based Range Queries over Uncertain Moving Objects
    Chen, Yi-Fei
    Qin, Xiao-Lin
    Liu, Liang
    Li, Bo-Han
    [J]. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2012, 27 (02) : 376 - 396