基于业务流程管理的服务流程改进

IF 0.9 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jiaxing Wang, Si-Cheng Gao, Cong-Er Yuan, Da-peng Tan, Jing Fan
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引用次数: 1

摘要

服务供应商希望改进他们的服务流程以留住消费者并增加利润。大多数现有方法需要大量的领域知识来改进其服务流程,这既耗时又容易出错。本文提出了一种自动改进服务流程的方法,在保证消费者等待/处理时间的同时,降低了执行成本。给定现有的两个版本的服务流程,Diff-BPI首先检测它们的差异,并通过连接它们的相同部分和不同部分的组合来构建所有可能的候选改进服务流程。之后,Diff-BPI为每个候选计算三个指标:“改进质量(QoI)”,“最长执行时间(LET)”和“时间稳定性(SoT)”,并过滤LET高于给定时间限制且qos /SoTs小于给定时间限制的候选。最后,Diff-BPI选择成本最低(低于两个现有版本的成本)的最佳候选版本。实例研究表明,该方法能够以较低的成本构建一个改进的服务流程。效率评估表明,当两个版本之间的差异大于3时,使用过滤器策略改进服务流程时,Diff-BPI可以节省20%以上的运行时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Service Process Improvement Based on Business Process Management
The service vendors desire to improve their service processes to retain consumers and increase profits. Most existing methods require a mass of domain knowledge to improve their service processes, which are time-consuming and error-prone. This paper proposes a method named Diff-BPI to automatically improve a service process, reducing execution cost while guaranteeing consumers’ waiting/process time. Given the existing two versions of a service process, Diff-BPI first detects their differences and all possible candidate improved service processes are constructed by connecting their same parts and combinations of different parts. After that, Diff-BPI calculates three metrics for each candidate: “quality of improvement (QoI)”, “longest execution time (LET)” and “stability of time (SoT)”, and filters the candidates with LETs higher than the given time limit and QoIs/SoTs less than the given one. Finally, Diff-BPI picks the best candidate with the lowest cost less than the costs of two existing versions. A case study shows that Diff-BPI can construct an improved service process with a lower cost than the existing two versions. The efficiency evaluation reveals that Diff-BPI can save more than 20% of the running time for improving a service process using the filter strategy when the number of differences between the two versions is more than 3.
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来源期刊
Journal of Internet Technology
Journal of Internet Technology COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
3.20
自引率
18.80%
发文量
112
审稿时长
13.8 months
期刊介绍: The Journal of Internet Technology accepts original technical articles in all disciplines of Internet Technology & Applications. Manuscripts are submitted for review with the understanding that they have not been published elsewhere. Topics of interest to JIT include but not limited to: Broadband Networks Electronic service systems (Internet, Intranet, Extranet, E-Commerce, E-Business) Network Management Network Operating System (NOS) Intelligent systems engineering Government or Staff Jobs Computerization National Information Policy Multimedia systems Network Behavior Modeling Wireless/Satellite Communication Digital Library Distance Learning Internet/WWW Applications Telecommunication Networks Security in Networks and Systems Cloud Computing Internet of Things (IoT) IPv6 related topics are especially welcome.
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