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LG-Tree: An Efficient Labeled Index for Shortest Distance Search on Massive Road Networks

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成果类型:
期刊论文
作者:
Dan, Tangpeng;Luo, Changyin;Li, Yanhong;Guan, Zhong;Meng, Xiaofeng
通讯作者:
Li, Y.
作者机构:
[Meng, Xiaofeng; Dan, Tangpeng] Renmin Univ China, Sch Informat, Beijing 100872, Peoples R China.
[Luo, Changyin] Cent China Normal Univ CCNU, Sch Comp, Hubei Prov Key Lab Artificial Intelligence & Smar, Wuhan 430079, Peoples R China.
[Luo, Changyin] Natl Language Resources Monitor & Res Ctr Network, Wuhan 430079, Peoples R China.
[Li, Yanhong] South Cent Minzu Univ, Coll Comp Sci, Wuhan 430074, Peoples R China.
[Guan, Zhong] Cent China Normal Univ, Sch Comp, Wuhan 430079, Peoples R China.
通讯机构:
[Li, Y.] S
South-Central Minzu University, China
语种:
英文
关键词:
LG-tree;massive graph data management;shortest distance search;vertex label
期刊:
IEEE Transactions on Intelligent Transportation Systems
ISSN:
1524-9050
年:
2022
卷:
23
期:
12
页码:
23721-23735
基金类别:
10.13039/501100001809-National Science Foundation of China (Grant Number: 91846204, 62172423 and 61941121) 10.13039/501100003819-Science Foundation of Hubei Province (Grant Number: 2017CFB135) Ministry of Education of Humanities and Social Science Project (Grant Number: 20YJCZH111) 10.13039/501100012226-Fundamental Research Funds for the Central Universities (Grant Number: CCNU20ZT013 and CCNU22QN015) 10.13039/501100004260-Outstanding Innovative Talents Cultivation Funded Programs 2021 of Renmin University of China 10.13039/501100018583-Wuhan Science and Technology Project (Grant Number: 2019010701011392)
机构署名:
本校为其他机构
院系归属:
计算机学院
摘要:
With the development of mobile Internet technology, the road network in the real world is becoming larger and more complex, and the real-time response to the shortest distance query has become a high requirement for many industrial applications. Many existing approaches, such as G-tree or G∗-tree, have been proposed to answer such search problems, however, these approaches are not efficient enough in dealing with very large graphs. To this end, we propose a novel index called LG-tree, which partitions the large graph into sub-graphs, and then ...

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