Emerging Challenges in Intelligent Management Information Systems: Proceedings of 28th European Conference on Artificial Intelligence Ecai 2025 - Imis
暫譯: 智能管理資訊系統中的新興挑戰：第28屆歐洲人工智慧會議（ECAI 2025）論文集 - IMIS
Hernes, Marcin, Walaszczyk, Ewa, Rot, Artur
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商品描述
This book contains the second volume of proceedings of the ECAI 2025 Workshop on Intelligent Management Information Systems (IMIS 2025). IMIS 2025 was part of the 28th European Conference on Artificial Intelligence ECAI 2025, held in Bologna, Italy from October 25, 2025, to October 30, 2025. The book discusses emerging challenges related to implementing artificial intelligence (AI) in Management Information Systems (IMIS). It explores the application of artificial intelligence AI across various business, technology, and science domains and underlines AI's primary and fundamental role in revolutionizing management information systems by providing intelligent solutions to complex problems. The main focus is put on application of AI supply chains, financial risk management, and anomaly detection in networks. It also discusses the use of AI in banking, data management, e-commerce, education, and sustainability, focusing on improving process efficiency and supporting decision-making in dynamic business environments. It highlights implementation challenges such as costs, integration with existing systems, and skill gaps, as well as the importance of human-computer interfaces and intelligent information management. The volume is divided into four major parts covering the main issues related to the topic. The first part presents application of AI concepts, methods and tools for supporting business processes. The second part focuses on developing intelligent methods for advanced decision support systems. The third part delves into research related to soft AI approaches, methods and tools for improving Management Information Systems. The fourth part addresses the research related to human problems in the broader process of interaction with the IMIS. 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)
本書包含了2025年歐洲人工智慧會議（ECAI 2025）智能管理資訊系統工作坊（IMIS 2025）會議論文的第二卷。IMIS 2025 是第28屆歐洲人工智慧會議的一部分，於2025年10月25日至10月30日在意大利博洛尼亞舉行。
本書討論了在管理資訊系統（IMIS）中實施人工智慧（AI）所面臨的新挑戰。它探討了人工智慧在各種商業、技術和科學領域的應用，並強調了AI在徹底改變管理資訊系統方面的主要和基本角色，通過提供智能解決方案來應對複雜問題。
本書的主要重點放在AI在供應鏈、金融風險管理和網絡異常檢測中的應用。它還討論了AI在銀行業、數據管理、電子商務、教育和可持續性方面的使用，重點在於提高流程效率和支持動態商業環境中的決策。它突顯了實施過程中的挑戰，例如成本、與現有系統的整合以及技能差距，還有人機介面和智能資訊管理的重要性。
本卷分為四個主要部分，涵蓋與主題相關的主要問題。
第一部分介紹了支持商業流程的AI概念、方法和工具的應用。第二部分專注於開發智能方法以支持先進的決策支持系統。第三部分深入研究與軟AI方法、改善管理資訊系統的工具和方法相關的研究。第四部分則探討了在與IMIS互動的更廣泛過程中與人類問題相關的研究。
本書具有跨學科的特性，因此適合廣泛的讀者，包括研究人員、學生、管理者和商業組織的員工、軟體開發人員、IT和管理專家。
