Process Mining Techniques in Business Environments: Theoretical Aspects, Algorithms, Techniques and Open Challenges in Process Mining (Lecture Notes in Business Information Processing)
暫譯: 商業環境中的流程挖掘技術:流程挖掘的理論面向、演算法、技術及挑戰(商業資訊處理講義)
Andrea Burattin
- 出版商: Springer
- 出版日期: 2015-05-15
- 售價: $2,800
- 貴賓價: 9.5 折 $2,660
- 語言: 英文
- 頁數: 232
- 裝訂: Paperback
- ISBN: 3319174819
- ISBN-13: 9783319174815
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相關分類:
Algorithms-data-structures
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商品描述
After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a characterization of companies in terms of their process awareness. The approaches proposed in this book belong to two different computational paradigms: first to classic "batch process mining," and second to more recent "online process mining."
The book encompasses a revised version of the author's PhD thesis, which won the "Best Process Mining Dissertation Award" in 2014, awarded by the IEEE Task Force on Process Mining.商品描述(中文翻譯)
在簡要介紹流程挖掘技術的最新進展後,Andrea Burratin 提出了不同的流程挖掘專案部署情境,特別是根據企業的流程意識進行特徵化。本書中提出的方法屬於兩種不同的計算範式:首先是經典的「批次流程挖掘」(batch process mining),其次是較新的「線上流程挖掘」(online process mining)。
本書包含了作者的博士論文的修訂版,該論文於2014年獲得了由IEEE流程挖掘工作組頒發的「最佳流程挖掘論文獎」。