Entity linking and API resource-based matchmaking for Web APIs composition
Web APIs composition is still a challenging task. In the classical semantic composition approach, the matchmaking process uses ontologies to ensure semantic matching between inputs and outputs. In this paper, we address the composition of Web APIs based on entity linking of Web APIs to a given knowl...
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| Veröffentlicht in: | Service oriented computing and applications Jg. 17; H. 2; S. 93 - 108 |
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| Sprache: | Englisch |
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01.06.2023
Springer Nature B.V |
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| ISSN: | 1863-2386, 1863-2394 |
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| Abstract | Web APIs composition is still a challenging task. In the classical semantic composition approach, the matchmaking process uses ontologies to ensure semantic matching between inputs and outputs. In this paper, we address the composition of Web APIs based on entity linking of Web APIs to a given knowledge base (KB). We first consider the APIs resources that make up the main core of REST Web APIs. Then, we link both the API resource described in the OAS (Open API Specification) documents and the input/output attributes of Web API operations to entities of the given KB. Finally, we perform discovery and composition of Web APIs based on their related entities extracted from the KB. Our dependency graph realizes matchmaking based on identifying similar entities of the API resources and the attributes of the requested input and output parameters. Focusing on API resources reduces the space of searching for candidate operations. Moreover, extending the user query by related similar entities adds semantics to the matchmaking process in the KB context. Experiments on the developed prototype show the feasibility and the scalability of our proposed composition approach. |
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| AbstractList | Web APIs composition is still a challenging task. In the classical semantic composition approach, the matchmaking process uses ontologies to ensure semantic matching between inputs and outputs. In this paper, we address the composition of Web APIs based on entity linking of Web APIs to a given knowledge base (KB). We first consider the APIs resources that make up the main core of REST Web APIs. Then, we link both the API resource described in the OAS (Open API Specification) documents and the input/output attributes of Web API operations to entities of the given KB. Finally, we perform discovery and composition of Web APIs based on their related entities extracted from the KB. Our dependency graph realizes matchmaking based on identifying similar entities of the API resources and the attributes of the requested input and output parameters. Focusing on API resources reduces the space of searching for candidate operations. Moreover, extending the user query by related similar entities adds semantics to the matchmaking process in the KB context. Experiments on the developed prototype show the feasibility and the scalability of our proposed composition approach. |
| Author | Boustil, Amel Tabet, Youcef |
| Author_xml | – sequence: 1 givenname: Amel orcidid: 0000-0002-1331-6595 surname: Boustil fullname: Boustil, Amel email: a.boustil@univ-boumerdes.dz organization: Department of Computer Science, University M’hamed Bougara, LIMOSE Laboratory, University M’hamed Bougara – sequence: 2 givenname: Youcef surname: Tabet fullname: Tabet, Youcef organization: Institute of Electrical and Electronic Engineering, IGEE University M’hamed Bougara |
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| Cites_doi | 10.3233/SW-170259 10.1142/S0218194020400094 10.1109/ACCESS.2017.2787787 10.1007/s11761-013-0150-6 10.1016/j.datak.2009.02.016 10.1007/978-3-319-45547-1_9 10.1145/3447772 10.5220/0006682500640071 10.1007/978-3-662-46641-4_40 10.3233/SW-140134 10.1145/514183.514185 10.1016/j.websem.2012.07.002 10.1016/j.websem.2020.100600 10.5121/ijwest.2013.4103 10.1007/978-3-319-21915-8_4 10.1007/s11761-020-00301-1 10.3233/SW-180333 10.1109/ICWS.2017.26 10.1038/scientificamerican0501-34 10.3390/s19081747 10.1109/TSC.2015.2402679 10.3233/SW-170275 10.1109/WIIAT.2008.379 10.1007/978-3-030-77385-4_4/ 10.1007/978-3-030-37439-6 10.1007/978-3-319-99819-0_12 10.1109/ICWS.2016.93 10.1007/978-3-319-19890-3_30 10.1007/3-540-48005-6_26 10.1007/978-3-319-99819-0_10 10.1145/3494825:3494828 10.1109/NWeSP.2011.6088208 10.1109/ECOWS.2010.9 10.1145/3308560.3317073 |
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| Copyright | The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2022. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2022. |
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| Title | Entity linking and API resource-based matchmaking for Web APIs composition |
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| Volume | 17 |
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