Exploring Intelligent Decision Support Systems: Current State and New Trends
暫譯: 探索智能決策支持系統:現狀與新趨勢
Valencia-Garcia, Rafael, Paredes-Valverde, Mario Andres, Salas-Zarate, Maria del Pilar
- 出版商: Springer
- 出版日期: 2019-06-07
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 238
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3319892665
- ISBN-13: 9783319892665
海外代購書籍(需單獨結帳)
商品描述
This book presents innovative and high-quality research regarding advanced decision support systems (DSSs). It describes the foundations, methods, methodologies, models, tools, and techniques for designing, developing, implementing and evaluating advanced DSSs in different fields, including finance, health, emergency management, industry and pollution control. Decision support systems employ artificial intelligence methods to heuristically address problems that are cannot be solved using formal techniques. In this context, technologies such as the Semantic Web, linked data, big data, and machine learning are being applied to provide integrated support for individuals and organizations to make more rational decisions.
The book is organized into two parts. The first part covers decision support systems for industry, while the second part presents case studies related to clinical emergency management and pollution control.
商品描述(中文翻譯)
本書介紹了有關先進決策支援系統(DSS)的創新和高品質研究。它描述了設計、開發、實施和評估不同領域(包括金融、健康、緊急管理、工業和污染控制)先進DSS的基礎、方法、方法論、模型、工具和技術。決策支援系統利用人工智慧方法以啟發式方式解決無法使用正式技術解決的問題。在這個背景下,語義網、連結資料、大數據和機器學習等技術被應用於為個人和組織提供整合支援,以便做出更理性的決策。
本書分為兩個部分。第一部分涵蓋工業的決策支援系統,而第二部分則呈現與臨床緊急管理和污染控制相關的案例研究。