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Exploring Intelligent Decision Support Systems: Current State and New Trends

✍ Scribed by Rafael Valencia-García,Mario Andrés Paredes-Valverde,María del Pilar Salas-Zárate,Giner Alor-Hernández (eds.)

Publisher
Springer International Publishing
Year
2018
Tongue
English
Leaves
252
Series
Studies in Computational Intelligence 764
Edition
1
Category
Library
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✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-xxiv
Front Matter ....Pages 1-1
FINALGRANT: A Financial Linked Data Graph Analysis and Recommendation Tool (José Luis Sánchez-Cervantes, Giner Alor-Hernández, María del Pilar Salas-Zárate, Jorge Luis García-Alcaraz, Lisbeth Rodríguez-Mazahua)....Pages 3-26
Constructing and Interrogating Actor Histories (Tony Clark, Vinay Kulkarni, Souvik Barat, Balbir Barn)....Pages 27-47
Challenges in the Design of Decision Support Systems for Port and Maritime Supply Chains (Julio Mar-Ortiz, María D. Gracia, Norberto Castillo-García)....Pages 49-71
Analyzing the Impact of a Decision Support System on a Medium Sized Apparel Company (Ebru Gökalp, Mert Onuralp Gökalp, P. Erhan Eren)....Pages 73-87
A Multicriteria Decision Support System Framework for Computer Selection (Jorge Luis García-Alcaraz, Valeria Martínez-Loya, Roberto Díaz-Reza, Liliana Avelar Sosa, Ismael Canales Valdiviezo)....Pages 89-110
An Agent-Based Memetic Algorithm for Solving Three-Level Freight Distribution Problems (Conrado Augusto Serna-Urán, Martín Darío Arango-Serna, Julián Andrés Zapata-Cortés, Cristian Giovanny Gómez-Marín)....Pages 111-131
Front Matter ....Pages 133-133
DiabSoft: A System for Diabetes Prevention, Monitoring, and Treatment (Nancy Aracely Cruz-Ramos, Giner Alor-Hernández, José Luis Sánchez-Cervantes, Mario Andrés Paredes-Valverde, María del Pilar Salas-Zárate)....Pages 135-154
Health Monitor: An Intelligent Platform for the Monitorization of Patients of Chronic Diseases (José Medina-Moreira, Oscar Apolinario, Mario Andrés Paredes-Valverde, Katty Lagos-Ortiz, Harry Luna-Aveiga, Rafael Valencia-García)....Pages 155-175
Reliable and Smart Decision Support System for Emergency Management Based on Crowdsourcing Information (Karina Villela, Claudia Nass, Renato Novais, Paulo Simões Jr., Agma Traina, Jose Rodrigues Jr. et al.)....Pages 177-198
Intelligent Decision Support for Unconventional Emergencies (Sarika Jain)....Pages 199-219
Information Technology in City Logistics: A Decision Support System for Off-Hour Delivery Programs (Juan Pablo Castrellón-Torres, José Sebastián Talero Chaparro, Néstor Eliécer Manosalva Barrera, Jairo Humberto Torres Acosta, Wilson Adarme Jaimes)....Pages 221-238

✦ Subjects

Computational Intelligence

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