| 書目名稱 | The Illusion of Control | | 副標題 | Project Data, Comput | | 編輯 | Mario Vanhoucke | | 視頻video | http://file.papertrans.cn/912/911633/911633.mp4 | | 概述 | Reviews and compares different project control methodologies for monitoring projects under uncertainty.Provides a comprehensive compilation of artificial and empirical project databases available in t | | 叢書名稱 | Management for Professionals | | 圖書封面 |  | | 描述 | .This book comprehensively assesses the growing importance of project data for project scheduling, risk analysis and control. It discusses the relevance of project data for both researchers and professionals, and illustrates why the collection, processing and use of such data is not as straightforward as most people think. The theme of this book is known in the literature as data-driven project management and includes the discussion of using computer algorithms, human intuition, and project data for managing projects under risk..The book reviews the basic components of data-driven project management by summarizing the current state-of-the-art methodologies, including the latest computer and machine learning algorithms and statistical methodologies, for project risk and control. It highlights the importance of artificial project data for academics, and describes the specific requirements such data must meet. In turn, the book discusses a wide variety of statistical methods available to generate these?artificial data and shows how they have helped researchers to develop algorithms and tools to improve decision-making in project management. Moreover, it examines the relevance of proje | | 出版日期 | Book 2023 | | 關(guān)鍵詞 | Schedule risk analysis; Statistical project control; Project data; Resource-constrained project schedul | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-31785-9 | | isbn_softcover | 978-3-031-31787-3 | | isbn_ebook | 978-3-031-31785-9Series ISSN 2192-8096 Series E-ISSN 2192-810X | | issn_series | 2192-8096 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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