Innovative Approaches to Decision Making: Bridging It and Decision Science
暫譯: 創新決策方法:連結資訊科技與決策科學

Shi, Yong, Kou, Gang

  • 出版商: World Scientific Pub
  • 出版日期: 2025-12-22
  • 售價: $7,590
  • 貴賓價: 9.5$7,210
  • 語言: 英文
  • 頁數: 980
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819810159
  • ISBN-13: 9789819810154
  • 相關分類: Machine Learning
  • 無法訂購

商品描述

This book highlights the enduring synergy between information technology and decision-making tools, showcasing how advancements in one field drive progress in the other. Featuring the discoveries of esteemed researchers from the International Journal of Information Technology and Decision Making, it provides an insightful exploration of foundational concepts and cutting-edge techniques.This review volume opens with a broad overview of fundamental concepts like the Analytic Hierarchy Process (AHP) and Threat-Oriented Person Screening Integrated System, (TOPSIS) across the past decades. Subsequent chapters explore how theoretical advances find practical application in diverse fields.In this book, techniques from fuzzy logic find usage in uncertainty modelling, followed by the use of feature selection and recommendation in machine learning. The use of advanced optimization techniques for applications in price forecasting and the Internet of Things (IoT) are also covered. Additionally, the work presents novel methods under a neutrosophic environment as well as global and local importance used for multi-criteria decision-making. The prolific research presented helps to expand the repertoire of approaches to tackle problems in business strategy, healthcare and public policy.This comprehensive resource is an essential reference for practitioners and researchers seeking to expand their expertise in decision-making and technology-driven solutions.

商品描述(中文翻譯)

本書強調資訊科技與決策工具之間持久的協同效應,展示了其中一個領域的進展如何推動另一個領域的發展。書中介紹了來自《國際資訊科技與決策制定期刊》的知名研究者的發現,提供了對基礎概念和尖端技術的深入探索。本書的回顧卷以對過去幾十年來的基本概念,如層級分析法 (Analytic Hierarchy Process, AHP) 和以威脅為導向的人員篩選整合系統 (Threat-Oriented Person Screening Integrated System, TOPSIS) 的廣泛概述開篇。隨後的章節探討了理論進展如何在各個領域找到實際應用。

在本書中,模糊邏輯的技術用於不確定性建模,接著探討了特徵選擇和機器學習中的推薦系統。還涵蓋了用於價格預測和物聯網 (Internet of Things, IoT) 應用的先進優化技術。此外,本書提出了在中立環境下的新方法,以及用於多準則決策的全球和地方重要性。所呈現的豐富研究有助於擴展解決商業策略、醫療保健和公共政策問題的方法庫。

這本全面的資源是尋求擴展其在決策制定和技術驅動解決方案方面專業知識的實務工作者和研究者的重要參考資料。