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作者:

Zheng, Jiaqi (Zheng, Jiaqi.) | Xing, Yongli (Xing, Yongli.) | Lei, Fei (Lei, Fei.) | Diao, Jin (Diao, Jin.) | Zhou, Zhangbing (Zhou, Zhangbing.)

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SCIE

摘要:

With an increasing number of Geographical Information System (GIS) services publicly available on the Web, the discovery of composite GIS services is promising when novel requirements are to be satisfied. GIS services in the repository like ArcGIS software are organized in a tree hierarchy, where a parent node represents a categorial GIS service with a coarser-granularity than its child GIS services, while leaf nodes correspond to atomic and exercisable GIS services. In this setting, discovering appropriate atomic GIS services is challenging. To remedy this issue, this paper proposes a composite GIS service discovery mechanism. Specifically, for the given requirement, select the parent nodes that take the given input parameters as input and remove their inactivated children. Use remaining children to build the network and repeat the previous operation until finding the services that contain the required output. Then record the semantic similarity degree, calculated by services functional description, in this network. By using the simulated annealing algorithm, a composite GIS services solution will be recommended from this semantic network. Evaluation results demonstrate that our approach could give more significant solution compared with the state-of-the-art techniques.

关键词:

Composite GIS service semantic similarity service discovery

作者机构:

  • [ 1 ] [Zheng, Jiaqi]China Univ Geosci Beijing, Sch Sci, Beijing 100083, Peoples R China
  • [ 2 ] [Xing, Yongli]China Univ Geosci Beijing, Sch Sci, Beijing 100083, Peoples R China
  • [ 3 ] [Diao, Jin]China Univ Geosci Beijing, Sch Informat Engn, Beijing 100083, Peoples R China
  • [ 4 ] [Zhou, Zhangbing]China Univ Geosci Beijing, Sch Informat Engn, Beijing 100083, Peoples R China
  • [ 5 ] [Lei, Fei]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China

通讯作者信息:

  • [Xing, Yongli]China Univ Geosci Beijing, Sch Sci, Beijing 100083, Peoples R China;;[Lei, Fei]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China

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来源 :

INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

ISSN: 0218-1940

年份: 2021

期: 04

卷: 31

页码: 507-531

0 . 9 0 0

JCR@2022

ESI高被引阀值:11

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