A topic modeling approach for web service annotation
The actual implementation of semantic-based mechanisms for service retrieval has been restricted, given the resource-intensive procedure involved in the formal specification of services, which generally comprises associating semantic annotations to their documentation sources. Typically, developer p...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Universidad de Medellín
2014-06-01
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| Series: | Revista Ingenierías Universidad de Medellín |
| Subjects: | |
| Online Access: | http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S1692-33242014000100011&lng=en&tlng=en |
| _version_ | 1818528892926820352 |
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| author | Leandro Ordóñez-Ante Ruben Verborgh Juan Carlos Corrales |
| author_facet | Leandro Ordóñez-Ante Ruben Verborgh Juan Carlos Corrales |
| author_sort | Leandro Ordóñez-Ante |
| collection | DOAJ |
| description | The actual implementation of semantic-based mechanisms for service retrieval has been restricted, given the resource-intensive procedure involved in the formal specification of services, which generally comprises associating semantic annotations to their documentation sources. Typically, developer performs such a procedure by hand, requiring specialized knowledge on models for semantic description of services (e.g. OWL-S, WSMO, SAWSDL), as well as formal specifications of knowledge. Thus, this semantic-based service description procedure turns out to be a cumbersome and error-prone task. This paper introduces a proposal for service annotation, based on processing web service documentation for extracting information regarding its offered capabilities. By uncovering the hidden semantic structure of such information through statistical analysis techniques, we are able to associate meaningful annotations to the services operations/resources, while grouping those operations into non-exclusive semantic related categories. This research paper belongs to the TelComp 2.0 project, which Colciencas and University of Cauca founded in cooperation. |
| first_indexed | 2024-12-11T06:55:58Z |
| format | Article |
| id | doaj.art-19fad98a5ff54bf782c49c2ae8438bc1 |
| institution | Directory Open Access Journal |
| issn | 1692-3324 |
| language | English |
| last_indexed | 2024-12-11T06:55:58Z |
| publishDate | 2014-06-01 |
| publisher | Universidad de Medellín |
| record_format | Article |
| series | Revista Ingenierías Universidad de Medellín |
| spelling | doaj.art-19fad98a5ff54bf782c49c2ae8438bc12022-12-22T01:16:45ZengUniversidad de MedellínRevista Ingenierías Universidad de Medellín1692-33242014-06-011324147164S1692-33242014000100011A topic modeling approach for web service annotationLeandro Ordóñez-Ante0Ruben Verborgh1Juan Carlos Corrales2Universidad del CaucaUniversidad de GanteUniversidad del CaucaThe actual implementation of semantic-based mechanisms for service retrieval has been restricted, given the resource-intensive procedure involved in the formal specification of services, which generally comprises associating semantic annotations to their documentation sources. Typically, developer performs such a procedure by hand, requiring specialized knowledge on models for semantic description of services (e.g. OWL-S, WSMO, SAWSDL), as well as formal specifications of knowledge. Thus, this semantic-based service description procedure turns out to be a cumbersome and error-prone task. This paper introduces a proposal for service annotation, based on processing web service documentation for extracting information regarding its offered capabilities. By uncovering the hidden semantic structure of such information through statistical analysis techniques, we are able to associate meaningful annotations to the services operations/resources, while grouping those operations into non-exclusive semantic related categories. This research paper belongs to the TelComp 2.0 project, which Colciencas and University of Cauca founded in cooperation.http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S1692-33242014000100011&lng=en&tlng=enweb semánticaservicios webmodelos temáticosrepresentación de conocimiento |
| spellingShingle | Leandro Ordóñez-Ante Ruben Verborgh Juan Carlos Corrales A topic modeling approach for web service annotation Revista Ingenierías Universidad de Medellín web semántica servicios web modelos temáticos representación de conocimiento |
| title | A topic modeling approach for web service annotation |
| title_full | A topic modeling approach for web service annotation |
| title_fullStr | A topic modeling approach for web service annotation |
| title_full_unstemmed | A topic modeling approach for web service annotation |
| title_short | A topic modeling approach for web service annotation |
| title_sort | topic modeling approach for web service annotation |
| topic | web semántica servicios web modelos temáticos representación de conocimiento |
| url | http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S1692-33242014000100011&lng=en&tlng=en |
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