Mostrando ítems 1-20 de 22

    • A Systematic Literature Review of Empirical Studies on Learning Analytics in Educational Games 

      Tlili, Ahmed; Chang, Maiga; Moon, Jewoong; Liu, Zhichun; Burgos, Daniel; Chen, Nian-Shing; Kinshuk (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2021)
      Learning analytics (LA) in educational games is considered an emerging practice due to its potential of enhancing the learning process. Growing research on formative assessment has shed light on the ways in which students' ...
    • AI Sport Forecast Software 

      Cerezo Takahashi, Kiyomi (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2008)
      This article aims to explain the development of an application whose function is to predict the results of different sporting encounters. To do this an analysis of the influential factors, algorithms and technology ...
    • Analysis and Data Visualization of Labor Demand in Ecuadorian Territory 

      Pazmiño, Ana María (1); Díaz, César Orlando (2018 ICAI Workshops (ICAIW), 2018)
      This paper presents the experience of the data obtained on labor demand in Ecuador, the data were taken from a source of data publications made in a job posting website, encouraging the use of Web Scraping tools for the ...
    • Análisis de sentimiento a las opiniones generadas en la red social twitter: Marketing Político 

      Romero Moreno, Fredy Yarney; Sanchez Martelo, Carlos Augusto; Alfonso Corredor, Breed Yeet (1); Sanchez Cifuentes, Joaquin Fernando; Ospina López, Juan Pablo (RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2020)
      Las opiniones que se generan en la red social Twitter son un contenido con carga emocional que, por su naturaleza no estructurada, requieren ser analizadas y exploradas mediante la utilización de técnicas para el análisis ...
    • Clustering analysis for automatic certification of LMS strategies in a university virtual campus 

      Regueras, Luisa M; Verdú, María J; Castro, Juan P de; Verdú, Elena (1) (IEEE Access, 2019)
      In recent years, the use of Learning Management Systems (LMS) has grown considerably. This has had a strong effect on the learning process, particularly in higher education. Most universities incorporate LMS as a complement ...
    • Contribution to the Association Rules Visualization for Decision Support: A Combined Use Between Boolean Modeling and the Colored 2D Matrix 

      Atmani, Baghdad; Benhacine, Fatima Zohra; Abdelouhab, Fawzia Zohra (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2019)
      In the present paper we aim to study the visual decision support based on Cellular machine CASI (Cellular Automata for Symbolic Induction). The purpose is to improve the visualization of large sets of association rules, ...
    • Creating a Recommender System to Support Higher Education Students in the Subject Enrollment Decision 

      Fernández-García, Antonio Jesús (1); Rodríguez-Echeverría, Roberta; Preciado, Juan Carlos; Conejero Manzano, José María; Sánchez-Figueroa, Fernando (IEEE Access, 2020)
      Higher Education plays a principal role in the changing and complex world of today, and there has been rapid growth in the scientific literature dedicated to predicting students academic success or risk of dropout thanks ...
    • Data Science Techniques for COVID-19 in Intensive Care Units 

      Muñoz Lezcano, Sergio; López Hernández, Fernando Carlos; Corbi Bellot, Alberto (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2020)
      Data scientists aim to provide techniques and tools to the clinicians to manage the new coronavirus disease. Nowadays, new emerging tools based on Artificial Intelligence (AI), Image Processing (IP) and Machine Learning ...
    • Design of a System for Monitoring Technology Multiple Application in Order to Measure the Gap in Technology Companies "MiPymes" 

      Espinel Ortega, Álvaro; Martín García, Víctor; Vega Escobar, Adriana Marcela (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2011)
      This is one of several articles that aims to disseminate the research results in developing advanced doctoral paper entitled: Model of System for Technological Surveillance for multiple application to measure the technological ...
    • Diabetes Diagnosis by Case-Based Reasoning and Fuzzy Logic 

      Atmani, Baghdad; Benamina, Mohammed; Benbelkacem, Sofia (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2018)
      In the medical field, experts’ knowledge is based on experience, theoretical knowledge and rules. Case-based reasoning is a problem-solving paradigm which is based on past experiences. For this purpose, a large number of ...
    • Factores que afectan la matrícula en la IES en Colombia 

      Galeano-Camacho, Erika Gisela (2020)
      El presente documento describe los pasos realizados en la búsqueda de patrones de algunos datos recolectados por el ministerio de educación de Colombia, en el periodo de 2014 a 2018. El objetivo principal consiste en ...
    • Finding an accurate early forecasting model from small dataset: A case of 2019-nCoV novel coronavirus outbreak 

      Fong, Simon James; Li, Gloria; Dey, Nilanjan; González-Crespo, Rubén (1); Herrera-Viedma, Enrique (International Journal of Interactive Multimedia and Artificial Intelligence, 03/2020)
      Epidemic is a rapid and wide spread of infectious disease threatening many lives and economy damages. It is important to fore-tell the epidemic lifetime so to decide on timely and remedic actions. These measures include ...
    • Finding an Accurate Early Forecasting Model from Small Dataset: A Case of 2019-nCoV Novel Coronavirus Outbreak 

      González-Crespo, Rubén; Herrera-Viedma, Enrique; Dey, Nilanjan; Fong, Simon James; Li, Gloria (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2020)
      Epidemic is a rapid and wide spread of infectious disease threatening many lives and economy damages. It is important to fore-tell the epidemic lifetime so to decide on timely and remedic actions. These measures include ...
    • Mining Web-based Educational Systems to Predict Student Learning Achievements 

      del Campo-Ávila, José; Conejo, Ricardo; Triguero, Francisco; Morales-Bueno, Rafael (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2015)
      Educational Data Mining (EDM) is getting great importance as a new interdisciplinary research field related to some other areas. It is directly connected with Web-based Educational Systems (WBES) and Data Mining (DM, a ...
    • PInCom project: SaaS Big Data Platform for and Communication Channels 

      Lombardo, Juan Manuel; López, Miguel Ángel; Mirón, Felipe; Velasco, Susana; Sevilla, Juan Pablo; Mellado, Juan (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2016)
      The problem of optimization will be addressed in this article, based on the premise that the successful implementation of Big Data solutions requires as a determining factor not only effective -it is assumed- but the ...
    • Plan de negocios para la creación de una empresa de servicios de minería de datos en Colombia 

      Nieto-Patarroyo, Marco Antonio (16/09/2016)
      La gran cantidad de información generada por los entes estatales en Colombia es producto de la recopilación de diversos sistemas de información a lo largo de las mismas. Sin embargo, la facilidad y probabilidad de encontrar ...
    • PredicForex. A tool for a reliable market. Playing with currencies 

      Aguilera Collar, J.; González-Cebrián Toba, R.; Cortés Velasco, C. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2009)
      The Forex market is a very interesting market. Finding a suitable tool to forecast currency behavior will be of great interest. It is almost impossible to find a 100 % reliable tool. This market is like any other one, ...
    • Prototype of assignment intelligent adaptive of service providers inside of ESB with data mining 

      Castaño, Andrés Paolo (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2009)
      The SOA philosophy can address new business challenges, become more competitive and provide integrated information systems. In addition, technologies such as BPM, BAM and Web Services are essential complements to SOA. This ...
    • Seaport sustainable: use of artificial intelligence to evaluate liquid natural gas utilization in short sea shipping 

      González-Cancelas, Nicoletta; Molina Serrano, Beatriz; Soler-Flores, Francisco (1) (Transportation Journal, 2019)
      In the present research, a methodology is developed to determine the relationship between the variables that define the use of liquefied natural gas in short sea shipping in Europe, through the use of data-mining techniques. ...
    • Statistical Comparisons of the Top 10 Algorithms in Data Mining for Classification Task 

      Settouti, Nesma; El Amine Bechar, Mohammed; Amine Chikh, Mohammed (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)
      This work is builds on the study of the 10 top data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) community in December 2006. We address the same study, but with the application ...