A Heuristic Model for Supporting Users’ Decision-Making in Privacy Disclosure for Recommendation
المؤلفون المشاركون
Cui, Lizhen
Zhang, Huaxiang
Wu, Hongchen
Wang, Xinjun
المصدر
Security and Communication Networks
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-02-04
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
Privacy issues have become a major concern in the web of resource sharing, and users often have difficulty managing their information disclosure in the context of high-quality experiences from social media and Internet of Things.
Recent studies have shown that users’ disclosure decisions may be influenced by heuristics from the crowds, leading to inconsistency in the disclosure volumes and reduction of the prediction accuracy.
Therefore, an analysis of why this influence occurs and how to optimize the user experience is highly important.
We propose a novel heuristic model that defines the data structures of items and participants in social media, utilizes a modified decision-tree classifier that can predict participants’ disclosures, and puts forward a correlation analysis for detecting disclosure inconsistences.
The heuristic model is applied to real-time dataset to evaluate the behavioral effects.
Decision-tree classifier and correlation analysis indeed prove that some participants’ behaviors in information disclosures became decreasingly correlated during item requesting.
Participants can be “persuaded” to change their disclosure behaviors, and the users’ answers to the mildly sensitive items tend to be more variable and less predictable.
Using this approach, recommender systems in social media can thus know the users better and provide service with higher prediction accuracy.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Wu, Hongchen& Zhang, Huaxiang& Cui, Lizhen& Wang, Xinjun. 2018. A Heuristic Model for Supporting Users’ Decision-Making in Privacy Disclosure for Recommendation. Security and Communication Networks،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1214014
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Wu, Hongchen…[et al.]. A Heuristic Model for Supporting Users’ Decision-Making in Privacy Disclosure for Recommendation. Security and Communication Networks No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1214014
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Wu, Hongchen& Zhang, Huaxiang& Cui, Lizhen& Wang, Xinjun. A Heuristic Model for Supporting Users’ Decision-Making in Privacy Disclosure for Recommendation. Security and Communication Networks. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1214014
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1214014
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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