Exploring Intelligent Decision Support Systems

Current State and New Trends
1. Auflage 2018
ISBN: 978-3-319-74001-0
Verlag: Springer International Publishing

Buch, Englisch, Band 764, 238 Seiten, HC runder Rücken kaschiert, Format (B × H): 160 mm x 241 mm, Gewicht: 565 g

Reihe: Studies in Computational Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Valencia-García, Rafael

Alor-Hernández, Giner

Paredes-Valverde, Mario Andrés

Salas-Zárate, María del Pilar

Fachgebiete

• Wirtschaftswissenschaften Betriebswirtschaft Unternehmensforschung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

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.