流程挖掘技术在创新分析和支持中的应用

Laura Genga
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引用次数: 1

摘要

创新过程可以定义为一系列目标驱动的活动,深受人类经验和行为的影响。相对于传统的、结构化的操作过程,它们表现出高度的不确定性和异质性,几乎没有结构。因此,传统的商业智能工具大多不适合创新过程。近几十年来,创新促进已成为企业经济领域的热门话题之一,其对组织成长的重要性也得到了广泛认可,但目前尚无文献提出对组织创新活动进行自动分析的建议。因此,我们的研究旨在调查这些活动及其相应的创新过程,并考虑到它们在组织日常工作中的实际执行方式。在目前的工作中,我们简要地概述了与创新活动及其自动支持相关的主要问题,首先考虑了文学艺术的现状,然后描述了我们建议的主要思想。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of process mining techniques for innovation analysis and support
Innovation processes can be defined as sets of goal-driven activities, deeply influenced by human experience and behavior. With respect to traditional, structured operational processes, they present an high degree of uncertainty and heterogeneity with little or no structure. As a consequence, traditional business intelligence tools are mostly not suitable for innovation processes. Although the innovation promotion has become one of the hottest topic in business economy in last decades and its importance in organization growth is widely recognized, currently there are not proposal in Literature for the automatic analysis of innovation activities performed by an organization. Our research is hence aimed to investigate such activities and their corresponding innovation processes, by taking into account the way in which they are really performed in organization daily job. In the present work we briefly sketch the main issues related to innovation activities and their automatic support, firstly considering the current state of the art in Literature and then describing the main ideas of our proposal.
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