An Endogenous Project Performance Evaluation Approach Based on Random Forests and IN-PROMETHEE II Methods
المؤلفون المشاركون
Xie, Na
Chu, Chenglong
Tian, Xiaoye
Wang, Lei
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2014-10-28
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
In order to identify the best or poorest alternative project by an overall ranking result in the scenario of assessing multiple infrastructure projects, multicriteria decision aid methods need to be incorporated into evaluating project performance.
Most previous methods for assessing infrastructure project performance may not be applicable to frequent cases with numerous evaluation criteria but inadequate observation data.
This paper proposed an objective performance evaluation approach from annual field-survey data through Random Forests and IN-PROMETHEE II methods together.
Random Forests method is employed to predict performance values under selected criteria as the single-valued performance scores.
IN-PROMETHEE II method is further developed to quantify the preference index among different projects under each criterion.
By calculating a weighted average of single-criterion preference index, the multicriteria preference index can be obtained to determine the ultimate ranking of alternative projects.
A comprehensive empirical study reveals that this approach is able to successfully avoid subjective bias.
It is helpful in tracing decisive factors of project performance for practical projects in multicriteria cases.
The analysis results have proved that the proposed method can be widely used in performance evaluation of complicated infrastructure projects.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xie, Na& Chu, Chenglong& Tian, Xiaoye& Wang, Lei. 2014. An Endogenous Project Performance Evaluation Approach Based on Random Forests and IN-PROMETHEE II Methods. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1044388
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xie, Na…[et al.]. An Endogenous Project Performance Evaluation Approach Based on Random Forests and IN-PROMETHEE II Methods. Mathematical Problems in Engineering No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-1044388
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xie, Na& Chu, Chenglong& Tian, Xiaoye& Wang, Lei. An Endogenous Project Performance Evaluation Approach Based on Random Forests and IN-PROMETHEE II Methods. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1044388
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1044388
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