000 02507cam a2200325 a 4500
003 EG-GiCUC
008 190715s2019 ua d f m 000 0 eng d
040 _aEG-GiCUC
_beng
_cEG-GiCUC
041 0 _aeng
049 _aDeposite
097 _aM.Sc
099 _aCai01.20.04.M.Sc.2019.Na.H
100 0 _aNada Mohammed Abdulhameed Dheyab Aldemi
245 1 2 _aA human-resource recommendation approach based on enterprise historical data /
_cNada Mohammed Abdulhameed Dheyab Aldemi ; Supervised Ehab Ezzat Hassanein , Ahmed Hany Awad , Iman Mohamed Atef Helal
246 1 5 _aنهج للتوصية بالموارد البشرية استناداً إلي البيانات التاريخية للمؤسسات
260 _aCairo :
_bNada Mohammed Abdulhameed Dheyab Aldemi ,
_c2019
300 _a77 Leaves :
_bcharts ;
_c30cm
502 _aThesis (M.Sc.) - Cairo University - Faculty of Computers and Information - Department of Information Systems
520 _aRecommending the appropriate resource to execute the next activity of a running process instance is of utmost importance for the overall performance of the process, the resource, and the whole organization. Several approaches have been proposed to recommend a resource based on the task requirements and the resource capabilities. Moreover, the process execution history and logs have been used to better recommend a resource based on di erent criteria like the frequency, and the speed of execution, etc. All these approaches have recommended resources based on the history of execution of the single task to which a resource is allocated. In this thesis, we have introduced a novel approach that looks into the co-working history of resources.It considers the resources that had executed the previous tasks in the current running process instances.The aim is to recommend a resource that has the best harmony with the rest of the other resources. We have used the process logs as input and implemented the Best Position Algorithms BPA and BPA2 with our approach to recommend the resource that has the highest overall score
530 _aIssued also as CD
653 4 _aBusiness Process Management
653 4 _aDynamic Resource Allocation
653 4 _aHuman-Resource Recommender criteria
700 0 _aAhmed Hany Awad ,
_eSupervisor
700 0 _aEhab Ezzat Hassanein ,
_eSupervisor
700 0 _aIman Mohamed Atef Helal ,
_eSupervisor
905 _aNazla
_eRevisor
905 _aShimaa
_eCataloger
942 _2ddc
_cTH
999 _c72864
_d72864