Process Mining in Action: Principles, Use Cases and Outlook
暫譯: 流程挖掘實務：原則、應用案例與前景

Reinkemeyer, Lars

Process Mining in Action: Principles, Use Cases and Outlook
  • 出版商: Springer
  • 出版日期: 2021-03-15
  • 售價: $2,390
  • 貴賓價: 9.5 折 $2,271
  • 語言: 英文
  • 頁數: 207
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 303040174X
  • ISBN-13: 9783030401740

    • 海外代購書籍(需單獨結帳)

商品描述

This book describes process mining use cases and business impact along the value chain, from corporate to local applications, representing the state of the art in domain know-how. Providing a set of industrial case studies and best practices, it complements academic publications on the topic. Further the book reveals the challenges and failures in order to offer readers practical insights and guidance on how to avoid the pitfalls and ensure successful operational deployment.

 

The book is divided into three parts: Part I provides an introduction to the topic from fundamental principles to key success factors, and an overview of operational use cases. As a holistic description of process mining in a business environment, this part is particularly useful for readers not yet familiar with the topic. Part II presents detailed use cases written by contributors from a variety of functions and industries. Lastly, Part III provides a brief overview of the future of process mining, both from academic and operational perspectives.

Based on a solid academic foundation, process mining has received increasing interest from operational businesses, with many companies already reaping the benefits. As the first book to present an overview of successful industrial applications, it is of particular interest to professionals who want to learn more about the possibilities and opportunities this new technology offers. It is also a valuable resource for researchers looking for empirical results when considering requirements for enhancements and further developments.

商品描述(中文翻譯)

這本書描述了流程挖掘的使用案例及其在價值鏈上的商業影響，涵蓋從企業到地方應用的最新技術，代表了該領域的專業知識。書中提供了一系列工業案例研究和最佳實踐，補充了該主題的學術出版物。此外，這本書揭示了挑戰和失敗，以便為讀者提供實用的見解和指導，幫助他們避免陷阱並確保成功的操作部署。

這本書分為三個部分：第一部分介紹了從基本原則到關鍵成功因素的主題，以及操作使用案例的概述。作為對商業環境中流程挖掘的整體描述，這一部分對於尚未熟悉該主題的讀者特別有用。第二部分呈現了來自各種職能和行業的貢獻者撰寫的詳細使用案例。最後，第三部分簡要概述了流程挖掘的未來，從學術和操作的角度進行探討。

基於堅實的學術基礎，流程挖掘受到越來越多的運營企業的關注，許多公司已經開始獲得其好處。作為第一本呈現成功工業應用概述的書籍，對於希望了解這項新技術所提供的可能性和機會的專業人士來說，特別具有吸引力。對於尋求實證結果的研究人員來說，這也是一個有價值的資源，幫助他們考慮增強和進一步發展的需求。

作者簡介

Lars Reinkemeyer is a visiting scholar at the University of California, Santa Barbara and senior executive of Siemens AG. Since 2014 he leveraged Process Mining technology in close collaboration with Siemens' functional departments like sales, logistics, procurement, accounting and has established a global community in excess of 6.000 active users around the world, supporting the company's digital transformation. As head of the Global Process Mining Services at Siemens Corporate IT he has built a team of experts located in Germany, Portugal and India providing cross-functional Process Mining services.
Lars Reinkemeyer joined Siemens AG in 1994, right after he earned a Master degree in Business Administration and a PhD from the University of Cologne, from which he graduated summa cum laude. He joined Siemens as Product- and Regional Manager and was delegated to Siemens Australia as International Account Manager in 1996. In 1998, he signed on as General Manager at Oztrak Europe GmbH, gaining some hands-on start-up experiences. In 2000, he joined Atoss Software AG as a Director of International Sales. Dr. Reinkemeyer rejoined Siemens AG in 2001, where he held various international leadership positions in strategy, compliance and IT. He is a guest speaker at Stanford Graduate School of Business and regular speaker on international conferences.

作者簡介(中文翻譯)

Lars Reinkemeyer 是加州大學聖塔巴巴拉分校的訪問學者，也是西門子股份公司的高級主管。自2014年以來，他與西門子的功能部門（如銷售、物流、採購、會計）密切合作，利用流程挖掘技術，並在全球建立了一個超過6,000名活躍用戶的社群，支持公司的數位轉型。作為西門子企業資訊科技部門的全球流程挖掘服務負責人，他建立了一支位於德國、葡萄牙和印度的專家團隊，提供跨功能的流程挖掘服務。

Lars Reinkemeyer 於1994年加入西門子股份公司，當時他剛從科隆大學獲得工商管理碩士學位和博士學位，並以優異的成績畢業。他以產品和區域經理的身份加入西門子，並於1996年被派往西門子澳大利亞擔任國際客戶經理。1998年，他在Oztrak Europe GmbH簽約擔任總經理，獲得了一些實際的創業經驗。2000年，他加入Atoss Software AG擔任國際銷售總監。Reinkemeyer博士於2001年重新加入西門子股份公司，並在策略、合規和資訊科技等領域擔任多個國際領導職位。他是史丹佛大學商學研究所的客座講者，並在國際會議上定期發表演講。

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