Defining the semantics of rule-based Web applications through model-driven development

Joaquín Cañadas; José Palma; Samuel Túnez

International Journal of Applied Mathematics and Computer Science (2011)

  • Volume: 21, Issue: 1, page 41-55
  • ISSN: 1641-876X

Abstract

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Rule languages and inference engines incorporate reasoning capabilities to Web information systems. This paper presents an approach for the specification and development of Web applications performing the usual functionalities of data management and incorporating a rule engine for reasoning capabilities. The proposed approach is based on the definition of a high-level representation of the semantics of rule-based applications through a formalism for conceptual modeling combining lightweight ontologies and production rules. These models are used as the source for a model-driven method that applies several transformations to conceptual models generating the rule-based Web application code in an automatic process. As a result, the rule-based Web application embeds a rule engine suitable for deducing information by applying an inference process. The structure of the information managed by the Web application is based on ontology classes, whereas the logical expressions applied in reasoning are obtained from production rules of the model. A rule-based Web application has been developed and evaluated using a supporting tool that implements the ideas presented in this paper.

How to cite

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Joaquín Cañadas, José Palma, and Samuel Túnez. "Defining the semantics of rule-based Web applications through model-driven development." International Journal of Applied Mathematics and Computer Science 21.1 (2011): 41-55. <http://eudml.org/doc/208036>.

@article{JoaquínCañadas2011,
abstract = {Rule languages and inference engines incorporate reasoning capabilities to Web information systems. This paper presents an approach for the specification and development of Web applications performing the usual functionalities of data management and incorporating a rule engine for reasoning capabilities. The proposed approach is based on the definition of a high-level representation of the semantics of rule-based applications through a formalism for conceptual modeling combining lightweight ontologies and production rules. These models are used as the source for a model-driven method that applies several transformations to conceptual models generating the rule-based Web application code in an automatic process. As a result, the rule-based Web application embeds a rule engine suitable for deducing information by applying an inference process. The structure of the information managed by the Web application is based on ontology classes, whereas the logical expressions applied in reasoning are obtained from production rules of the model. A rule-based Web application has been developed and evaluated using a supporting tool that implements the ideas presented in this paper.},
author = {Joaquín Cañadas, José Palma, Samuel Túnez},
journal = {International Journal of Applied Mathematics and Computer Science},
keywords = {model-driven development; rule-based systems; Web applications},
language = {eng},
number = {1},
pages = {41-55},
title = {Defining the semantics of rule-based Web applications through model-driven development},
url = {http://eudml.org/doc/208036},
volume = {21},
year = {2011},
}

TY - JOUR
AU - Joaquín Cañadas
AU - José Palma
AU - Samuel Túnez
TI - Defining the semantics of rule-based Web applications through model-driven development
JO - International Journal of Applied Mathematics and Computer Science
PY - 2011
VL - 21
IS - 1
SP - 41
EP - 55
AB - Rule languages and inference engines incorporate reasoning capabilities to Web information systems. This paper presents an approach for the specification and development of Web applications performing the usual functionalities of data management and incorporating a rule engine for reasoning capabilities. The proposed approach is based on the definition of a high-level representation of the semantics of rule-based applications through a formalism for conceptual modeling combining lightweight ontologies and production rules. These models are used as the source for a model-driven method that applies several transformations to conceptual models generating the rule-based Web application code in an automatic process. As a result, the rule-based Web application embeds a rule engine suitable for deducing information by applying an inference process. The structure of the information managed by the Web application is based on ontology classes, whereas the logical expressions applied in reasoning are obtained from production rules of the model. A rule-based Web application has been developed and evaluated using a supporting tool that implements the ideas presented in this paper.
LA - eng
KW - model-driven development; rule-based systems; Web applications
UR - http://eudml.org/doc/208036
ER -

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