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نوع الوثيقة : مقال في مجلة دورية 
عنوان الوثيقة :
طريقة لإرضاء العملاء قائمة على تحديد قواعد الهيكل العامل
A rule-based method for identifying the factor structure in customer satisfaction
 
الموضوع : علوم الحاسبات 
لغة الوثيقة : الانجليزية 
المستخلص : 6. The analysis of customer satisfaction datasets has shown that product-related features fall into three categories (i.e., basic, performance, and excitement), which affect overall satisfaction differently. Because the relationship between product features and customer satisfaction is characterized by non-linearity and asymmetry, feature values are studied to understand the characteristics of a feature. However, existing methods are computationally expensive and work for ordinal features only. We propose a rule-based method that can be used to analyze data features regarding various characteristics of customer satisfaction. The inputs for these rules are derived by using a probabilistic feature-selection technique. In this feature selection method, mutual associations between feature values and class decisions in a pre-classified database are computed to measure the significance of feature values. The proposed method can be used for both types of features: ordinal and categorical. The proposed method is more computationally efficient than previously recommended methods. We performed experiments on a synthetic dataset with known characteristics, and our method correctly predicted the characteristics of the dataset. We also performed experiments with a real-housing dataset. The knowledge extracted from the dataset by using this method is in agreement with the domain knowledge 
ردمد : 0020-0255 
اسم الدورية : Information Sciences 
المجلد : 198 
العدد : 1 
سنة النشر : 1432 هـ
2011 م 
نوع المقالة : مقالة علمية 
تاريخ الاضافة على الموقع : Wednesday, November 6, 2013 

الباحثون

اسم الباحث (عربي)اسم الباحث (انجليزي)نوع الباحثالمرتبة العلميةالبريد الالكتروني
أمير احمدAhmad, Amir باحثدكتوراهamirahmad01@gmail.com

الملفات

اسم الملفالنوعالوصف
 36339.pdf pdf 

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