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Preface to the Special Issue on Business Process Innovations with Artificial Intelligence

机译:序言与人工智能商业流程创新的特殊问题

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摘要

The field of Artificial Intelligence (AI) continues to grow, with new and deeper techniques, and with applications across numerous areas. In the past few years, we have seen a strong interest from both industry and academia in applying AI techniques in the area of Business Process Management (BPM). Indeed, the application of AI is impacting additional areas where process management perspectives and techniques are relevant, including industrial engineering, IoT, and emergency response, to name a few. On the one hand, BPM inspires novel application domains for AI: planning for modeling business processes, Machine Learning (ML) for mining event logs, and constraint reasoning as key technology that underlies business rules engines. On the other hand, BPM and related fields influence the way AI develops.
机译:人工智能(AI)领域继续以新的和更深层次的技术而增长,以及众多领域的应用。在过去的几年里,我们在工业和学术界中看到了在商业流程管理领域(BPM)领域的AI技术的强烈兴趣。实际上,AI的应用正在影响进程管理视角和技术是相关的,包括工业工程,物联网和应急响应,以命名几个。一方面,BPM激发了AI的新型应用领域:规划建模业务流程,用于挖掘事件日志的机器学习(ML),以及约束推理作为基于业务规则引擎的关键技术。另一方面,BPM和相关领域会影响AI的发展方式。

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