Title :
Data Mining Based Measurement Method for Software Trustworthiness
Author :
Yuyu, Yuan ; Qiang, Han
Author_Institution :
Sch. of Comput. Sci. & Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Measurement methods have significant meaning for user´s trust to software trustworthiness. Data mining is one of technologies through which measurement methods and tools can collect trustworthiness data to calculate software trustworthiness. In this paper, a Measurement Method based on Data Mining (MMDM) is proposed, trying to improve correctness of conclusion made by user toward provider´s service trustworthiness. This method introduces the formal definitions of trust and trustworthiness, static and dynamic trustworthiness data into measurement principle, then illustrates MMDM in detail with formal Software Trustworthiness Measurement Language (STML), thus to reflect software trustworthiness, assist user to make correct decision.
Keywords :
data mining; formal languages; software performance evaluation; user interfaces; data mining; formal language; measurement method; software trustworthiness measurement language; trust computing; Computer architecture; Computer science; Data mining; Heuristic algorithms; Software; Software measurement; Web services; data mining; measurement; trust; trustworthiness;
Conference_Titel :
Intelligence Information Processing and Trusted Computing (IPTC), 2010 International Symposium on
Conference_Location :
Huanggang
Print_ISBN :
978-1-4244-8148-4
Electronic_ISBN :
978-0-7695-4196-9
DOI :
10.1109/IPTC.2010.61