International Journal of Interactive Multimedia and Arti Cial Intelligence
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International Journal of Interactive Multimedia and Arti cial Intelligence December 2019, Vol. V, Number 7 ISSN: 1989-1660 “International Journal of Interactive Multimedia and Arti cial Intelligence was selected for inclusion in the Science Citation Index Expanded beginning with vol. 4(3) March 2017. The journal will be listed in the Journal Citation Reports with a Journal Impact Factor and other metrics when released in June 2020.” Marian Hollingsworth INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE ISSN: 1989-1660 –VOL. 5, NUMBER 7 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. Enrique Herrera-Viedma, University of Granada, Spain 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. Juan Manuel Corchado, University of Salamanca, Spain Dr. Anis Yazidi, Oslo Metropolitan University, Norway Dr. Nilanjan Dey, Techo India College of Technology, India Dr. Hernán Sagastegui 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. Hamido Fujita, Iwate Prefectural University, Japan Dr. Francisco García Peñalvo, University of Salamanca, Spain 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, National Institute of Technology, Bhopal, 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 Dr. Daniel Burgos,Universidad Internacional de La Rioja - UNIR, Spain Dr. JianQiang Li, NEC Labs, China Dr. David Quintana, Carlos III University, Spain - 2 - Dr. Ke Ning, CIMRU, NUIG, Ireland 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, Technical University of Madrid, 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 Ing. María Monserrate Intriago Pazmiño, Escuela Politécnica Nacional, Ecuador Dr. José Manuel Saiz Álvarez, Tecnológico de Monterrey, México Dr. Alejandro Baldominos, Universidad Carlos III de Madrid, Spain - 3 - International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 5, Nº7 Editor’s Note The International Journal of Interactive Multimedia and Artificial When comparing the proposed algorithm against RSA and DES, Intelligence - IJIMAI (ISSN 1989 - 1660) provides an interdisciplinary good performance is achieved in several factors, proving that genetic forum in which scientists and professionals can share their research algorithms are a good option when facing problems in computer results and report new advances on Artificial Intelligence (AI) tools or security. tools that use AI with interactive multimedia techniques. Retaking the area of computer vision, this time applied to robotics, After its recent tenth anniversary, the journal has achieved an Sudin et al. [5] propose a novel localization method consisting of a important milestone. From 2015 to 2018 IJIMAI was indexed at Web corner extraction algorithm and a distance estimation algorithm for of Science through Emerging Science Citation Index. This meant efficiently identifying salient goalposts for Robocup soccer humanoid a great increase in visibility and number of received papers. This competitions. The research arises from the fact that recent rules of year, Clarivate Analytics has accepted the inclusion of IJIMAI in Robocup discard the use of the middle pole to deliberately provide the Journal Citation Reports. Specifically, IJIMAI is being indexed less prior information for the humanoid vision system. The technique and abstracted in Science Citation Index Expanded, Journal Citation provides highly accurate corner detection and distance estimation Reports/Science Edition and Current Contents®/Engineering compared to other techniques. Computing and Technology. The Web of Science Categories in which Next research applies to web search engines, which process huge IJIMAI is included are “Computer Science, Artificial Intelligence” and amounts of documents and queries so early termination algorithms are “Computer Science, Interdisciplinary Applications”. This way, IJIMAI convenient to avoid processing all documents. Mansouria et al. [6] is indexed in Science Citation Index Expanded beginning with vol. modify the WAND algorithm used in search engines, to early terminate 4(3) March 2017 so that the journal will be listed in the 2019 Journal with faster and more precise results. Also, they define new fine metrics Citation Reports with a Journal Impact Factor when released in June to improve the evaluation of the retrieved information. 2020. Given this great achievement, IJIMAI Editorial Board has to Kumar and Harish [7] present an article about sentiment thank authors for all the papers sent and all the papers published, as analysis. Automatic detection of sarcasm or irony from content in well as reviewers for their support to obtain high-quality in papers, and microblogging reviews is a challenging task and the authors propose specially our readers because without them this milestone would not feature fusion to provide knowledge to the system by alternative sets have been possible. of features obtained using linguistic and content based text features. The present regular issue includes research works based on The features are fused and classified using Support Vector Machine different AI methods such as convolutional neural networks, genetic (SVM), Logistic Regression (LR), Random Forest (RF), Decision algorithms, lightning attachment procedure optimization, or those of Tree (DT) and ensemble classifiers. To enhance the performance of multi-agent systems. These methods are applied into various fields as the classifiers, they propose a weighted majority voting schema to video surveillance, gesture recognition, sentiment analysis, territory create an ensemble from the decision of each classifier. The proposed planning, search engines, epidemiological surveillance or robotics. approach is able to capture ironic utterances present in the reviews out- The first article of this issue, written by Khiat and Hamdadou [1], performing