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CC-PSM: A Preference-Aware Selection Model for Cloud Service Based on Consumer Community
المؤلفون المشاركون
Zhou, Jiantao
Wang, Yan
Tan, Hong-yan
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-10-25
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
الملخص EN
In order to give full consideration to the consumer’s personal preference in cloud service selection strategies and improve the credibility of service prediction, a preference-aware cloud service selection model based on consumer community (CC-PSM) is presented in this work.
The objective of CC-PSM is to select a service meeting a target consumer’s demands and preference.
Firstly, the correlation between cloud consumers from a bipartite network for service selection is mined to compute the preference similarity between them.
Secondly, an improved hierarchical clustering algorithm is designed to discover the consumer community with similar preferences so as to form the trusted groups for service recommendation.
In the clustering process, a quantization function called community degree is given to evaluate the quality of community structure.
Thirdly, a prediction model based on consumer community is built to predict a consumer’s evaluation on an unknown service.
The experimental results show that CC-PSM can effectively partition the consumers based on their preferences and has good effectiveness in service selection applications.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Wang, Yan& Zhou, Jiantao& Tan, Hong-yan. 2015. CC-PSM: A Preference-Aware Selection Model for Cloud Service Based on Consumer Community. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1073110
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Wang, Yan…[et al.]. CC-PSM: A Preference-Aware Selection Model for Cloud Service Based on Consumer Community. Mathematical Problems in Engineering No. 2015 (2015), pp.1-13.
https://search.emarefa.net/detail/BIM-1073110
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Wang, Yan& Zhou, Jiantao& Tan, Hong-yan. CC-PSM: A Preference-Aware Selection Model for Cloud Service Based on Consumer Community. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1073110
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1073110
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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