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Extracting Customer Traces from CRMS: From Software to Process Models

机译:从CRMS中提取客户迹线:从软件到处理模型

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摘要

Digitization has subjected nowadays business models to dramatic changes. This commitment to innovation forced even the giants of technology to shift and adapt their own business models (e.g. Google developed a rival social network for Facebook, and a cloud file-storage in order to propose an inexpensive version of Dropbox or One Drive, Microsoft developed an online version of Microsoft Office). Organization’s agility must be embedded in companies’ strategies to survive in a market where everything changes with a tremendous quickness. Customer journey mapping, embedded with business process management systems, can assure an improved digital customer experience. Design thinking, a methodology used by several high-tech companies like Apple and IBM, helps the designers to better understand customers’ needs in order to provide desirable solutions. This paper proposes a new approach of generating customer traces from information systems like CRMS to improve customer experience. A germane fact is that companies should use state of the art methods and techniques to better understand customers’ needs and Process Mining algorithms are among the most suitable solutions for this type of analysis.
机译:数字化对现在的业务模式进行了戏剧性的变化。这种致力于创新的致力于甚至是技术的巨头转移和适应自己的商业模式(例如,谷歌为Facebook开发了一个竞争对手社交网络,以及云文件存储,以提出廉价的Dropbox或一个驱动器,微软开发了一个在线版本的Microsoft Office)。组织的敏捷性必须嵌入公司在一个市场中生存的策略,其中一切都随着巨大的速度而变化。嵌入业务流程管理系统的客户旅程映射可以确保改善的数字客户体验。设计思维,苹果和IBM等几家高科技公司使用的方法,帮助设计人员更好地了解客户的需求,以便提供理想的解决方案。本文提出了一种从CRM等信息系统生成客户迹线的新方法,以提高客户体验。杰出的事实是,公司应该使用最新的方法和技术来更好地了解客户的需求和过程采矿算法是这种类型分析的最合适的解决方案之一。

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