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Ruben Verborgh

A topic modeling approach for Web service annotation

Leandro Ordóñez-Ante, Ruben Verborgh, and Juan Carlos Corrales

In practical terms, the implementation of service recuperation mechanisms based on semantics has been limited due to the expensive procedure comprised in the formal specification of services. This procedure comprises a time-consuming task of semantic annotation, which is carried out by hand by service developers, who also must know models for the semantic description of this type of resources (e.g. OWL-S, WSMO, SAWSDL). To overcome this limitation, a proposal was introduced for the annotation of web services, based on the processing of its available documentation in order to extract the information related to the capabilities offered by the services. By discovering the hidden semantic structure of said information by means of statistical analysis techniques, the proposed mechanism is capable of associating relevant annotations with the operations/resources of the services, as well as grouping them in non-exclusive semantic categories.

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Published in 2014 in Revista Ingenierías Universidad de Medellín.

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Cite this article easily using its BibTeX entry: 

@article{ordonez_medellin_2014,
  title = {A topic modeling approach for {Web} service annotation},
  author = {Ord\'o\~nez-Ante, Leandro and Verborgh, Ruben and Corrales, Juan Carlos},
  journal = {Revista Ingenier\'ias Universidad de Medell\'in},
  year = 2014,
  month = jan,
  issn = {1692-3324},
  number = 24,
  volume = 13,
  pages = {105--129},
}

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ACM
Leandro Ordóñez-Ante, Ruben Verborgh, and Juan Carlos Corrales. 2014. A topic modeling approach for Web service annotation. Revista Ingenierías Universidad de Medellín 13, 24 (January 2014), 105–129.
APA
Ordóñez-Ante, L., Verborgh, R., & Corrales, J. C. (2014). A topic modeling approach for Web service annotation. Revista Ingenierías Universidad De Medellín, 13(24), 105–129.
IEEE
L. Ordóñez-Ante, R. Verborgh, and J. C. Corrales, “A topic modeling approach for Web service annotation,” Revista Ingenierías Universidad de Medellín, vol. 13, no. 24, pp. 105–129, Jan. 2014.
LNCS
Ordóñez-Ante, L., Verborgh, R., Corrales, J.C.: A topic modeling approach for Web service annotation. Revista Ingenierías Universidad de Medellín. 13, 105–129 (2014).
MLA
Ordóñez-Ante, Leandro, et al. “A Topic Modeling Approach for Web Service Annotation.” Revista Ingenierías Universidad De Medellín, vol. 13, no. 24, Jan. 2014, pp. 105–29.

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