Specification and recognition of service trust behaviors
We propose in this paper a new approach for the specification and recognition of service trust behaviors through the so-called trust patterns, which denote typical trust behaviors. The trust patterns are defined based on context free languages and modeled as pushdown automata. Furthermore, we provi...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2020-01-01
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| Series: | Kuwait Journal of Science |
| Subjects: | |
| Online Access: | https://journalskuwait.org/kjs/index.php/KJS/article/view/7744 |
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| Summary: | We propose in this paper a new approach for the specification and recognition of service trust behaviors through the so-called trust patterns, which denote typical trust behaviors. The trust
patterns are defined based on context free languages and modeled as pushdown automata. Furthermore, we provide a unified model to capture these patterns and prove the correctness of the proposed model. Finally, we conduct a comprehensive experimental study using Weka in which we test different classifiers on a dataset of trust sequences and provide a comparative study regarding the accuracy of these classifiers.
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| ISSN: | 2307-4108 2307-4116 |