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A Community Related Influence Evaluation Model for Social Networks with a Dynamic Perspective
المؤلفون المشاركون
Zhang, Bo
Meizi, Li
Zhang, Qian
Xiang, Yang
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-17، 17ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-07-11
دولة النشر
مصر
عدد الصفحات
17
التخصصات الرئيسية
الملخص EN
The nature of free information diffusion and sharing in social networks (SNs) has increasingly attracted users to gather in communities to facilitate communication, resulting in increased challenges to community influence analysis in SNs.
In SNs, the ability to evaluate how a community affects other users and communities is essential for further applications.
Although considerable effort has been expended on the influence evaluation of individuals, little attention has been paid to influence evaluation of the community as a whole—particularly when considering the inherent features of dynamic changes of influence over time.
This paper proposes a community related influence evaluation model with a dynamic perspective (D-CIEM) that reflects two types of influence, entity influence and community-initiated influence, by considering dynamic effects over time.
Our work includes the following main points: first, we address the framework of D-CIEM and its related formal definitions; then, we propose dynamic entity influence evaluation in D-CIEM, i.e., user influence and community influence evaluation with dynamic factors.
We present community-initiated dynamic influence evaluation methods, including methods to calculate community influence for internal and external users and for other communities.
Finally, we provide evaluation results to verify the performance of our model.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Meizi, Li& Xiang, Yang& Zhang, Qian& Zhang, Bo. 2018. A Community Related Influence Evaluation Model for Social Networks with a Dynamic Perspective. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-17.
https://search.emarefa.net/detail/BIM-1209438
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Meizi, Li…[et al.]. A Community Related Influence Evaluation Model for Social Networks with a Dynamic Perspective. Mathematical Problems in Engineering No. 2018 (2018), pp.1-17.
https://search.emarefa.net/detail/BIM-1209438
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Meizi, Li& Xiang, Yang& Zhang, Qian& Zhang, Bo. A Community Related Influence Evaluation Model for Social Networks with a Dynamic Perspective. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-17.
https://search.emarefa.net/detail/BIM-1209438
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1209438
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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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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