| 书目名称 | Intelligent Decision Support Systems | | 编辑 | Miquel Sànchez-Marrè | | 视频video | | | 概述 | Presents the emergent interdisciplinary field of Intelligent Decision Support Systems (IDSS).Shows how to analyze, to design, to implement, and to validate IDSS in complex systems.Incorporates the con | | 图书封面 |  | | 描述 | .This book, with invaluable contributions of Professor Franz Wotawa in chapters 5 and 7, presents the potential use and implementation of intelligent techniques in decision making processes involved in organizations and companies. It provides a thorough analysis of decisions, reviewing the classical decision theory, and describing usual methods for modeling the decision process. It describes the chronological evolution of Decision Support Systems (DSS) from early Management Information Systems until the appearance of Intelligent Decision Support Systems (IDSS). It explains the most commonly used intelligent techniques, both data-driven and model-driven, and illustrates the use of knowledge models in Decision Support through case studies. The author pays special attention to the whole Data Science process, which provides intelligent data-driven models in IDSS. The book describes main uncertainty models used in Artificial Intelligence to model inexactness; covers recommender systems; and reviews available development tools for inducing data-driven models, for using model-driven methods and for aiding the development of Intelligent Decision Support Systems.. | | 出版日期 | Book 2022 | | 关键词 | Intelligent Decision Support Systems; Recommender Systems; Intelligent Models; Validating IDSS in compl | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-87790-3 | | isbn_softcover | 978-3-030-87792-7 | | isbn_ebook | 978-3-030-87790-3 | | copyright | Springer Nature Switzerland AG 2022 |
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发表于 2025-3-21 19:22:35
