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On Computing the Suitability of Non-Human Resources for Business Process Analysis 被引量:2
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作者 Abid Sohail Khurram Shahzad +3 位作者 P.D.D.Dominic Muhammad Arif Butt Muhammad Arif Muhammad Imran Tariq 《Computers, Materials & Continua》 SCIE EI 2021年第4期303-319,共17页
Business process improvement is a systematic approach used by several organizations to continuously improve their quality of service.Integral to that is analyzing the current performance of each task of the process an... Business process improvement is a systematic approach used by several organizations to continuously improve their quality of service.Integral to that is analyzing the current performance of each task of the process and assigning the most appropriate resources to each task.In continuation of our previous work,we categorize resources into human and non-human resources.For instance,in the healthcare domain,human resources include doctors,nurses,and other associated staff responsible for the execution of healthcare activities;whereas the non-human resources include surgical and other equipment needed for execution.In this study,we contend that the two types of resources(human and non-human)have a different impact on the process performance,so their suitability should be measured differently.However,no work has been done to evaluate the suitability of non-human resources for the tasks of a process.Consequently,it becomes difficult to identify and subsequently overcome the inefficiencies caused by the non-human resources to the task.To address this problem,we present a three-step method to compute a suitability score of non-human resources for the task.As an evaluation of the proposed method,a healthcare case study is used to illustrate the applicability of the proposed method.Furthermore,we performed a controlled experiment to evaluate the usability of the proposed method.The encouraging response shows the usefulness of the proposed method. 展开更多
关键词 business process management business process improvement process warehouse data warehouse resource suitability component resource suitability health care artificial intelligence
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Competency Driven Resource Evaluation Method for Business Process Intelligence
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作者 Abid Sohail Dhanapal Durai Dominic +1 位作者 Mohammad Hijji Muhammad Arif Butt 《Computers, Materials & Continua》 SCIE EI 2021年第10期1141-1157,共17页
Enterprises are continuously aiming at improving the execution of processes to achieve a competitive edge.One of the established ways of improving process performance is to assign the most appropriate resources to eac... Enterprises are continuously aiming at improving the execution of processes to achieve a competitive edge.One of the established ways of improving process performance is to assign the most appropriate resources to each task of the process.However,evaluations of business process improvement approaches have established that a method that can guide decision-makers to identify the most appropriate resources for a task of process improvement in a structured way,is missing.It is because the relationship between resources and tasks is less understood and advancement in business process intelligence is also ignored.To address this problem an integrated resource classification framework is presenting that identifies competence,suitability,and preference as the relationship of task with resources.But,only the competence relationship of human resources with a task is presented in this research as a resource competence model.Furthermore,the competency calculation method is presented as a user guider layer for business process intelligencebased resource competence evaluation.The computed capabilities serve as a basic input for choosing the most appropriate resources for each task of the process.Applicability of method is illustrated through a heathcare case study. 展开更多
关键词 Data sciences artificial intelligence business process management business process improvement process warehouse data warehouse resource competency resource competency modeling health care
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