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A Novel Contextual Information Recommendation Model and Its Application in e-Commerce Customer Satisfaction Management
المؤلفون المشاركون
المصدر
Discrete Dynamics in Nature and Society
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-04-07
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
In the current supply chain environment, distributed cognition theory tells us that various types of context information in which a recommendation is provided are important for e-commerce customer satisfaction management.
However, traditional recommendation model does not consider the distributed and differentiated impact of different contexts on user needs, and it also lacks adaptive capacity of contextual recommendation service.
Thus, a contextual information recommendation model based on distributed cognition theory is proposed.
Firstly, the model analyzes the differential impact of various sensitive contexts and specific examples on user interest and designs a user interest extraction algorithm based on distributed cognition theory.
Then, the sensitive contexts extracted from user are introduced into the process of collaborative filtering recommendation.
The model calculates similarity among user interests.
Finally, a novel collaborative filtering algorithm integrating with context and user similarity is designed.
The experimental results in e-commerce and benchmark dataset show that this model has a good ability to extract user interest and has higher recommendation accuracy compared with other methods.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Guo, Feipeng& Lu, Qibei. 2015. A Novel Contextual Information Recommendation Model and Its Application in e-Commerce Customer Satisfaction Management. Discrete Dynamics in Nature and Society،Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1060735
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Guo, Feipeng& Lu, Qibei. A Novel Contextual Information Recommendation Model and Its Application in e-Commerce Customer Satisfaction Management. Discrete Dynamics in Nature and Society No. 2015 (2015), pp.1-11.
https://search.emarefa.net/detail/BIM-1060735
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Guo, Feipeng& Lu, Qibei. A Novel Contextual Information Recommendation Model and Its Application in e-Commerce Customer Satisfaction Management. Discrete Dynamics in Nature and Society. 2015. Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1060735
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1060735
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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