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Special Issue on Arti Cial Intelligence Applications International Journal Of International Journal of Interactive Multimedia and Articial Intelligence March 2019, Vol. V, Number 4 ISSN: 1989-1660 I believe this articial intelligence is going to be our partner. If we misuse it, it will be a risk. If we use it right, it can be our partner. Masayoshi Son Special Issue on Articial Intelligence Applications INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE ISSN: 1989-1660 –VOL. 5, NUMBER 4 Founders Dr. Jesús Soto Carrión, SEPES, Spain Dr. Óscar Sanjuán Martínez, CenturyLink, USA Dr. Rubén González Crespo, Universidad Internacional de La Rioja (UNIR), Spain IMAI RESEARCH GROUP COUNCIL Director - Dr. Rubén González Crespo, Universidad Internacional de La Rioja (UNIR), Spain Office of Publications - Lic. Ainhoa Puente, Universidad Internacional de La Rioja (UNIR), Spain Latin-America Regional Manager - Dr. Carlos Enrique Montenegro Marín, Francisco José de Caldas District University, Colombia EDITORIAL TEAM Editor-in-Chief Dr. Rubén González Crespo, Universidad Internacional de La Rioja – UNIR, Spain Managing Editor Dr. Elena Verdú, Universidad Internacional de La Rioja – UNIR, Spain Associate Editors Dr. Óscar Sanjuán Martínez, CenturyLink, USA Dr. Jordán Pascual Espada, ElasticBox, USA Dr. Juan Pavón Mestras, Complutense University of Madrid, Spain Dr. Alvaro Rocha, University of Coimbra, Portugal Dr. Jörg Thomaschewski, Hochschule Emden/Leer, Emden, Germany Dr. Vicente García Díaz, Oviedo University, Spain Dr. Carlos Enrique Montenegro Marín, Francisco José de Caldas District University, Colombia Dr. Manju Khari, Ambedkar Institute of Advanced Communication Technologies and Research, India Dr. Francisco Mochón Morcillo, National Distance Education University, Spain Editorial Board Members Dr. Rory McGreal, Athabasca University, Canada Dr. Anis Yazidi, Oslo Metropolitan University, Norway Dr. Nilanjan Dey, Techo India College of Technology, India Dr. Abelardo Pardo, University of Sidney, Australia Dr. Hernán Sasastegui Chigne, UPAO, Peru Dr. Lei Shu, Osaka University, Japan Dr. Ali Selamat, Malaysia Japan International Institute of Technology, Malaysia Dr. León Welicki, Microsoft, USA Dr. Enrique Herrera, University of Granada, Spain Dr. Hamido Fujita, Iwate Prefectural University, Japan Dr. Francisco Chiclana, De Montfort University, United Kingdom Dr. Luis Joyanes Aguilar, Pontifical University of Salamanca, Spain Dr. Ioannis Konstantinos Argyros, Cameron University, USA Dr. Ligang Zhou, Macau University of Science and Technology, Macau, China Dr. Juan Manuel Cueva Lovelle, University of Oviedo, Spain Dr. Pekka Siirtola, University of Oulu, Finland Dr. Peter A. Henning, Karlsruhe University of Applied Sciences, Germany Dr. Vijay Bhaskar Semwal, Indian Institute of Information Technology, Dharwad, India Dr. Sascha Ossowski, Universidad Rey Juan Carlos, Spain Dr. Miroslav Hudec, University of Economics of Bratislava, Slovakia Dr. Walter Colombo, Hochschule Emden/Leer, Emden, Germany Dr. Javier Bajo Pérez, Polytechnic University of Madrid, Spain Dr. Jinlei Jiang, Dept. of Computer Science & Technology, Tsinghua University, China Dr. B. Cristina Pelayo G. Bustelo, University of Oviedo, Spain Dr. Masao Mori, Tokyo Institue of Technology, Japan - 2 - Dr. Daniel Burgos,Universidad Internacional de La Rioja - UNIR, Spain Dr. JianQiang Li, NEC Labs, China Dr. David Quintana, Carlos III University, Spain Dr. Ke Ning, CIMRU, NUIG, Ireland Dr. Alberto Magreñán, Real Spanish Mathematical Society, Spain Dr. Monique Janneck, Lübeck University of Applied Sciences, Germany Dr. Carina González, La Laguna University, Spain Dr. Mohammad S Khan, East Tennessee State University, USA Dr. David L. La Red Martínez, National University of North East, Argentina Dr. Juan Francisco de Paz Santana, University of Salamanca, Spain Dr. Héctor Fernández, INRIA, Rennes, France Dr. Yago Saez, Carlos III University of Madrid, Spain Dr. Guillermo E. Calderón Ruiz, Universidad Católica de Santa María, Peru Dr. Giuseppe Fenza, University of Salerno, Italy Dr. José Miguel Castillo, SOFTCAST Consulting, Spain Dr. Moamin A Mahmoud, Universiti Tenaga Nasional, Malaysia Dr. Madalena Riberio, Polytechnic Institute of Castelo Branco, Portugal Dr. Juan Antonio Morente, University of Granada, Spain Dr. Holman Diego Bolivar Barón, Catholic University of Colombia, Colombia Dr. Manik Sharma, DAV University Jalandhar, India Dr. Sara Rodríguez González, University of Salamanca, Spain Dr. Elpiniki I. Papageorgiou, Technological Educational Institute of Central Greece, Greece Dr. Edward Rolando Nuñez Valdez, Open Software Foundation, Spain Dr. Juha Röning, University of Oulu, Finland Dr. Luis de la Fuente Valentín, Universidad Internacional de La Rioja - UNIR, Spain Dr. Paulo Novais, University of Minho, Portugal Dr. Giovanny Tarazona, Francisco José de Caldas District University, Colombia Dr. Sergio Ríos Aguilar, Corporate University of Orange, Spain Dr. Fernando López, Universidad Internacional de La Rioja - UNIR, Spain Dr. Mohamed Bahaj, Settat, Faculty of Sciences & Technologies, Morocco Dr. Javier Martínez Torres, Centro Universitario de la Defensa de Marín, Escuela Naval Militar, Spain Dr. Abel Gomes, University of Beira Interior, Portugal Dr. Edgar Henry Caballero Rúa, Inforfactory SRL, Bolivia Dr. Víctor Padilla, Universidad Internacional de La Rioja - UNIR, Spain - 3 - International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 5, Nº4 Editor’s Note he term artificial inteligence (AI) basically refers to using machines change in the organization, which will also be necessary to ultimately Tto do things that we consider to be “intelligent”, that is, being go into AI-enabled processes. able to either simulate or do things that we describe people as doing We can ask ourselves whether there is a case for a portfolio-of- with their cognitive faculties[1]. A more complete definition presents initiatives approach, where one considers what can be done here and artificial intelligence as the ability of a machine to perform cognitive now [17]. functions we associate with the human minds, such as perceiving, In this sense, one possible suggestion would be to take the right use reasoning, learning, interacting with the environment, problem solving, cases at the right point in time. Getting started now with the easier and and even exercising creativity[2]. The concept is related to machines simpler use cases also prepares us to take the more advanced use cases that process huge amounts of information, learn from the results of in the future. Empowering organizations to become analytics- or AI- their actions and never rest. The concept of AI makes us think that driven is key to success in the future. human genius has managed to create something that seems to exceed its own capacity. With these ideas in mind, we have prepared this special issue. It has been designed with the primary objective of demonstrating The term was introduced by Alan Turing in 1950[3], so it is actually the diversity of fields where AI is used and, consequently, how it is a pretty well-known field. However, we have seen an acceleration gaining increasing importance as a tool for analysis and research. In lately in the use of the AI due to two main factors. First, computational this sense, there are works related to the following topics: the use power is rising with exponential growth, and second, the amount of of AI with the IoT, campaign management, topic models and fusion available data has grown at an impressive rate in recent years. To a methods, sales forecasting, price forecasting for electricity market, large extent, then, the exponential growth in data and in computational NLP techniques in computational medicine, evaluation of patient triage power has led to the hype of AI. in hospital emergency settings, algorithms for solving the assignment One of the remarkable aspects of AI is the degree to which it is an problem, scheduling strategy for scientific workflow, driver fatigue extension of the features that we have seen in data and analytics [4] [5] detection mechanisms, virtual reality and specialized training, image [6]. One of the enabling factors for machine learning to take hold is segmentation, web service selection, multimedia documents adaptation, the large amounts of data. We have seen more and more data collected 3D navigation in virtual environments, multi-criteria decision-making by companies and all kinds of organizations, be it transactional data, methods and emotional states classification. voice data, or data from the Internet of Things in the physical world. The first paper of this special issue, “A Review of Artificial When you have all that data, you can extend the work you have done Intelligence in the Internet of Things”, is written by Cristian González in analytics with AI techniques. Therefore, you will see methodologies García, Edward Rolando Núñez-Valdez, Vicente García-Díaz, B. about machine learning and deep learning with new neural networks Cristina Pelayo G-Bustelo and Juan Manuel Cueva Lovelle, a group that are applied to those vast amounts of data. In this sense, there are of researchers at the Universidad de Oviedo, in Spain. It presents some four technology systems of which machine learning is just part of and examples of the use of AI with the IoT and how this fusion can create where some of the recent advancements and developments have been very important and interesting applications. The paper touches on happening: four of the most important parts of AI: Machine Learning, Computer 1. Physical
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