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Computer Science and Engineering—Theory and Applications

Part of the Studies in Systems, Decision and Control Book Series (volume 143)

Editors: Sanchez, Mauricio A.; Aguilar, Leocundo; Castañón-Puga, Manuel; Rodríguez-Díaz, Antonio

DOI: 10.1007/978-3-319-74060-7

ISBN: 978-3-319-74059-1

Publisher: Springer International Publishing - Springer Journals

Feb 6, 2018

1 - 10 of 14 Chapters

LitStream

Chapter 1A Comprehensive Context-Aware Recommender System Framework

Inzunza, Sergio; Juárez-Ramírez, Reyes

Pages: 1 –24

[Context-Aware Recommender System research has realized that effective recommendations go beyond recommendation accuracy, thus research has paid more attention to human and context factors, as an opportunity to increase user satisfaction. Despite the strong tie between recommendation algorithms...
LitStream

Chapter 2Executive Functions and Their Relationship with Interaction Design

Mejía Figueroa, Andrés; Juárez Ramírez, J. Reyes; Saldaña Sage, David

Pages: 25 –47

[Human Factors have been for several decades one of the main factors of contention when trying to develop a usable system. From physical to cognitive characteristics and everything in between, the attributes of a user can impact on several aspects of the design of said software. Although there...
LitStream

Chapter 3Integrating Learning Styles in an Adaptive Hypermedia System with Adaptive Resources

Hurtado, Carlos; Licea, Guillermo; Garcia-Valdez, Mario

Pages: 49 –67

[At present, e-Learning for distance education is increasing, but most of them do not take into account the individualities of the students, such as learning styles, offering the same content to all. This paper presents, an adaptive hypermedia web system based on learning styles; At the start of...
LitStream

Chapter 4On Modeling Tacit Knowledge for Intelligent Systems

Ocegueda-Miramontes, Violeta; Rodríguez-Díaz, Antonio; Castro, Juan R.; Sanchez, Mauricio A.; Mendoza, Olivia

Pages: 69 –87

[In an attempt to support efforts to narrow the gap between current Artificial Intelligence and actual intelligent human behavior, this paper addresses Tacit Knowledge. Tacit Knowledge is analyzed and separated into articulable and inarticulable for ease of scrutiny. Concepts and ideas are taken...
LitStream

Chapter 5Influence of the Betweenness Centrality to Characterize the Behavior of Communication in a Group

Raya-Díaz, K.; Gaxiola-Pacheco, C.; Castañón-Puga, Manuel; Palafox, L. E.; Rosales Cisneros, R.

Pages: 89 –101

[The behavior of the distribution of a rumor must emerge according to the relations between the individuals. Taking as a reference that human society creates links of friendship through random encounters and conscious decisions, therefore, a rumor can be spread considering the degree of grouping...
LitStream

Chapter 6Multi-layered Network Modeled with MAS and Network Theory

Parra, Jose; Gaxiola, Carelia; Castañón-Puga, Manuel

Pages: 103 –125

[Complex networks have been widely used to model diverse real-world systems with great success. However, a limitation emerges when it comes to modeling real multilayered systems where nodes belong to different layers at the same time and have multiple interactions. Some of the research conducted...
LitStream

Chapter 7A Fuzzy Inference System and Data Mining Toolkit for Agent-Based Simulation in NetLogo

Flores-Parra, Josue-Miguel; Castañón-Puga, Manuel; Gaxiola-Pacheco, Carelia; Palafox-Maestre, Luis-Enrique; Rosales, Ricardo; Tirado-Ramos, Alfredo

Pages: 127 –149

[ In machine learning, hybrid systems are methods that combine different computational techniques in modeling. NetLogo is a favorite tool used by scientists with limited ability as programmers who aim to leverage computer modeling via agent-oriented approaches. This paper introduces a novel...
LitStream

Chapter 8An Approach to Fuzzy Inference System Based Fuzzy Cognitive Maps

Barriba, Itzel; Rodríguez-Díaz, Antonio; Castro, Juan R.; Sanchez, Mauricio A.

Pages: 151 –166

[In the search of modeling methodologies for complex systems various attempts have been made, and so far, all have been inadequate in one thing or another leading the pathway open for the next better tool. Fuzzy cognitive maps have been one of such tools, although mainly used for decision making...
LitStream

Chapter 9Detecting Epilepsy in EEG Signals Using Time, Frequency and Time-Frequency Domain Features

Hernández, D. E.; Trujillo, L.; Z-Flores, E.; Villanueva, O. M.; Romo-Fewell, O.

Pages: 167 –182

[Seizures caused by epilepsy are unprovoked, they disrupt the mantel activity of the patient and impair their normal motor and sensorial functions, endangering the patient’s well being. Exploiting today’s technology it is possible toe create automatic systems to monitor and evaluate patients. An...
LitStream

Chapter 10Big Data and Computational Intelligence: Background, Trends, Challenges, and Opportunities

Nakasima-López, Sukey; Sanchez, Mauricio A.; Castro, Juan R.

Pages: 183 –196

[The boom of technologies such as social media, mobile devices, internet of things, and so on, has generated enormous amounts of data that represent a tremendous challenge, since they come from different sources, different formats and are being generated in real time at an exponential speed which...

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