Emerging Challenges in Intelligent Management Information Systems: Proceedings of 27th European Conference on Artificial Intelligence Ecai 2024 - Imis
暫譯: 智能管理資訊系統中的新興挑戰:第27屆歐洲人工智慧會議(ECAI 2024)論文集 - IMIS

Hernes, Marcin, Wątróbski, Jaroslaw, Rot, Artur

  • 出版商: Springer
  • 出版日期: 2025-02-03
  • 售價: $8,600
  • 貴賓價: 9.5$8,170
  • 語言: 英文
  • 頁數: 274
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031784677
  • ISBN-13: 9783031784675
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book contains the second volume of proceedings of the ECAI 2024 Workshop on Intelligent Management Information Systems (IMIS 2024). IMIS 2024 was part of the 27th European Conference on Artificial Intelligence ECAI 2024, held in Santiago de Compostela from October 19, 2024, to October 24, 2024.

The book discusses emerging challenges related to implementing artificial intelligence in management information systems. The main focus is put on knowledge management and machine learning methods in information systems, artificial intelligence for decision support systems, intelligent customer management methods, hybrid artificial intelligence, and multiple criteria decision analysis methods and advanced computational methods for support business processes and decision-making.

The book is divided into three major parts covering the main issues related to the topic. The first part presents issues related to the knowledge management in intelligent information systems. The second part is devoted to application of machine learning in management information systems. The third part presents problems related to multiple criteria decision analysis and computational methods.

The book has an interdisciplinary character; therefore, it is intended for a broad scope of readers, including researchers, students, managers, and employees of business organizations, software developers, IT, and management specialists.

商品描述(中文翻譯)

本書包含2024年歐洲人工智慧會議(ECAI 2024)智能管理資訊系統研討會(IMIS 2024)論文集的第二卷。IMIS 2024 是第27屆歐洲人工智慧會議的一部分,於2024年10月19日至2024年10月24日在聖地亞哥德孔波斯特拉舉行。

本書討論了在管理資訊系統中實施人工智慧所面臨的新挑戰。主要重點放在資訊系統中的知識管理和機器學習方法、用於決策支持系統的人工智慧、智能客戶管理方法、混合人工智慧以及多準則決策分析方法和支持商業流程及決策的先進計算方法。

本書分為三個主要部分,涵蓋與主題相關的主要議題。第一部分介紹了智能資訊系統中的知識管理相關問題。第二部分專注於機器學習在管理資訊系統中的應用。第三部分則呈現與多準則決策分析和計算方法相關的問題。

本書具有跨學科的特性,因此適合廣泛的讀者群,包括研究人員、學生、管理者、商業組織的員工、軟體開發人員、資訊科技及管理專家。