Real-World Decision Support Systems: Case Studies
暫譯: 實務決策支援系統:案例研究
Papathanasiou, Jason, Ploskas, Nikolaos, Linden, Isabelle
- 出版商: Springer
- 出版日期: 2018-07-07
- 售價: $4,110
- 貴賓價: 9.5 折 $3,905
- 語言: 英文
- 頁數: 327
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3319829424
- ISBN-13: 9783319829425
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相關主題
商品描述
This book presents real-world decision support systems, i.e., systems that have been running for some time and as such have been tested in real environments and complex situations; the cases are from various application domains and highlight the best practices in each stage of the system's life cycle, from the initial requirements analysis and design phases to the final stages of the project. Each chapter provides decision-makers with recommendations and insights into lessons learned so that failures can be avoided and successes repeated. For this reason unsuccessful cases, which at some point of their life cycle were deemed as failures for one reason or another, are also included. All decision support systems are presented in a constructive, coherent and deductive manner to enhance the learning effect.
It complements the many works that focus on theoretical aspects or individual module design and development by offering 'good' and 'bad' practices when developing and using decision support systems. Combining high-quality research with real-world implementations, it is of interest to researchers and professionals in industry alike.
商品描述(中文翻譯)
本書介紹了現實世界中的決策支援系統,即那些已運行一段時間並在真實環境和複雜情況下進行過測試的系統;這些案例來自不同的應用領域,並突顯了系統生命週期各階段的最佳實踐,從最初的需求分析和設計階段到專案的最終階段。每一章都為決策者提供建議和見解,總結所學的教訓,以便避免失敗並重複成功。因此,書中也包含了一些在其生命週期的某個時刻被視為失敗的案例,無論是出於何種原因。所有的決策支援系統都以建設性、一致性和演繹的方式呈現,以增強學習效果。
本書補充了許多專注於理論方面或單一模組設計與開發的作品,提供了在開發和使用決策支援系統時的「好」與「壞」實踐。結合高品質的研究與現實世界的實作,對於研究人員和業界專業人士均具有興趣。
作者簡介
Nikolaos Ploskas is a Postdoctoral Researcher at the Department of Chemical Engineering, Carnegie Mellon University, USA. His primary research interests are in operations research, decision support systems, mathematical programming, linear programming, and parallel programming. He has participated in several international and national research projects. He is author of more than 40 publications in high-impact journals, book chapters and conferences. He has also served as reviewer in many scientific journals. He was awarded with an honorary award from HELORS (HELlenic Operations Research Society) for the best doctoral dissertation in operations research (2014).
Isabelle Linden is a Professor of Information Management at the University of Namur in Belgium, Department of Business Administration. She obtained her PhD in Computer Sciences from the University of Namur. She also holds Masters degrees in Philosophy and in Mathematics from the University of Liege, Belgium. She is member of the CoordiNam Laboratory and the FoCuS Research Group. Combining theoretical computer science and business administration, her main research domain regards information, knowledge and artificial intelligence. She explores their integration within systems as EIS, DSS and BI systems. Her works can be found in several international edited books, journals, books chapters and conferences. She serves as reviewer and program committee member in several international journals, conferences and workshops.
作者簡介(中文翻譯)
Jason Papathanasiou 是希臘馬其頓大學商業管理系的助理教授。他的博士學位專攻運籌學與資訊學,並在多個研究機構工作多年。他組織並參加了許多國際科學會議和研討會。他在國際同行評審的期刊、會議和編輯書籍中發表了超過100篇論文,並參與了多個研究項目,包括FP6、FP7、Interreg和COST;他還曾擔任COST的TDP小組成員,目前在EURO決策支持系統工作組的協調委員會任職。他的研究興趣包括決策支持系統、運籌學和多準則決策制定。
Nikolaos Ploskas 是美國卡內基梅隆大學化學工程系的博士後研究員。他的主要研究興趣包括運籌學、決策支持系統、數學規劃、線性規劃和並行編程。他參與了幾個國際和國內的研究項目。他在高影響力的期刊、書籍章節和會議上發表了超過40篇論文。他還擔任多個科學期刊的審稿人。他因其在運籌學領域的最佳博士論文獲得了HELORS(希臘運籌學會)頒發的榮譽獎(2014年)。
Isabelle Linden 是比利時納穆爾大學商業管理系的資訊管理教授。她在納穆爾大學獲得計算機科學博士學位,並持有比利時列日大學的哲學和數學碩士學位。她是CoordiNam實驗室和FoCuS研究小組的成員。結合理論計算機科學和商業管理,她的主要研究領域涉及資訊、知識和人工智慧。她探索這些領域在EIS、DSS和BI系統中的整合。她的研究成果發表在多本國際編輯書籍、期刊、書籍章節和會議上。她還擔任多個國際期刊、會議和研討會的審稿人和程序委員會成員。