| 书目名称 | Embedding Artificial Intelligence into ERP Software | | 副标题 | A Conceptual View on | | 编辑 | Siar Sarferaz | | 视频video | | | 概述 | Provides a comprehensive description how to embed artificial intelligence in business processes of ERP software.Details an architecture and implementation framework that solves issues of explainabilty | | 图书封面 |  | | 描述 | .This book explains how to embed artificial intelligence in digitized business processes of ERP software by solving the two related substantial challenges: how can artificial intelligence be systematically integrated into ERP business processes for ease of consumption, and how can artificial intelligence be made enterprise-ready by covering ERP qualities like compliance, lifecycle management, extensibility, or scalability?..As a general introduction, the first part of this book takes the reader through a historical journey towards intelligent ERP systems. In addition, reference processes and a reference architecture for ERP systems are proposed which build the foundation for the suggested subsequent solution concept, including a method for operationalizing intelligence for ERP business processes. Subsequently, in the second part detailed concepts of embedding artificial intelligence into ERP software are proposed. In this context the suggested solution architecture is depicted, and specific topics are resolved like data integration, model validation, explainability, data protection and privacy, model degradation and performance. In the last part an implementation framework is sugge | | 出版日期 | Book 2024 | | 关键词 | Enterprise Resource Plannning Systems; Business AI; Business Information Systems; Artificial Intelligen | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-54249-7 | | isbn_softcover | 978-3-031-54248-0 | | isbn_ebook | 978-3-031-54249-7 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 17:20:19
