Far East Journal of Experimental and Theoretical Artificial Intelligence
Volume 1, Issue 1, Pages 71 - 86
(February 2008)
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AN INTELLIGENT SYSTEM BASED ON ANALYTIC HIERARCHY PROCESS AND FUZZY LOGIC APPLIED TO EVALUATE THE SOFTWARE QUALITY OF SMARTPHONE
Zne-Jung Lee (Taiwan), Chen-Ping Lin (Taiwan), Kuo-Ching Ying (Taiwan) and Shih-Wei Lin (Taiwan)
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Abstract:
According to the analysis report of IDC, there were 82.44 million smartphones that had been shipped worldwide in 2006, and the shipments of smartphone reached more than a hundred million in 2007. Various functions such as e-mail, Bluetooth, camera, Wi-Fi and GPS are embedded into smartphone. It is important to evaluate the software quality for these functions so that the decision makers can determine whether the smartphone can be shipped or not. In this paper, an intelligent system based on analytic hierarchy process (AHP) and fuzzy logic is applied to evaluate the software quality of smartphone. In the proposed intelligent system, the software quality of smartphone is performed to fit the characteristics of ISO/IEC 9126. Furthermore, AHP is used to evaluate the importance of each factor categorized from ISO/IEC 9126. After obtaining the weights of characteristics, the fuzzy logic with linear output membership functions is performed to decide the software quality of smartphone. |
| Keywords and phrases: smartphone, software quality, analytic hierarchy process, fuzzy logic. |
| Communicated by Shun-Feng Su |
| Number of Downloads: 151 | Number of Views: 360 |
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