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Exploring Intelligent Decision Support Systems
Details
This book presents innovative and high-quality research regarding advanced decision support systems (DSSs). It describes the foundations, methods, methodologies, models, tools, and techniques for designing, developing, implementing and evaluating advanced DSSs in different fields, including finance, health, emergency management, industry and pollution control. Decision support systems employ artificial intelligence methods to heuristically address problems that are cannot be solved using formal techniques. In this context, technologies such as the Semantic Web, linked data, big data, and machine learning are being applied to provide integrated support for individuals and organizations to make more rational decisions.
The book is organized into two parts. The first part covers decision support systems for industry, while the second part presents case studies related to clinical emergency management and pollution control.
Introduces innovative intelligent approaches, methods, models and systems to effectively support decision-making in different fields Presents real-world and original research work Describes the state-of-art in the field
Inhalt
FINALGRANT: A Financial Linked Data Graph Analysis and Recommendation Tool.- Constructing and Interrogating Actor Histories.- Challenges in the Design of Decision Support Systems for Port and Maritime Supply Chains.- Analyzing the Impact of a Decision Support System on a Medium Sized Apparel Company.- A Multicriteria Decision Support System Framework for Computer Selection.- An Agent-Based Memetic Algorithm for Solving Three-Level Freight Distribution Problems.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783319892665
- Auflage Softcover reprint of the original 1st edition 2018
- Editor Rafael Valencia-García, Giner Alor-Hernández, María del Pilar Salas-Zárate, Mario Andrés Paredes-Valverde
- Sprache Englisch
- Genre Allgemeines & Lexika
- Lesemotiv Verstehen
- Größe H235mm x B155mm x T15mm
- Jahr 2019
- EAN 9783319892665
- Format Kartonierter Einband
- ISBN 3319892665
- Veröffentlichung 07.06.2019
- Titel Exploring Intelligent Decision Support Systems
- Untertitel Current State and New Trends
- Gewicht 406g
- Herausgeber Springer International Publishing
- Anzahl Seiten 264