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Listar por autor "Corbi, Alberto"

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    • A Scalable Approach for 360 degrees Feedback in Cooperative Learning 

      Corbi, Alberto ; Lejarreta-Errasti, Iratxe; Burgos, Daniel (IEEE Access, 2019)
      In this paper, we present a standard-based methodology to data-mine and eventually compute the results from 360 degrees feedback surveys. We pay special attention to its suitability in the educational and pedagogical sphere, ...

    • Can Aikido Help with the Comprehension of Physics? A First Step towards the Design of Intelligent Psychomotor Systems for STEAM Kinesthetic Learning Scenarios 

      Santos, Olga C.; Corbi, Alberto (IEEE Access, 2019)
      ducational stakeholders are promoting the development of educational approaches that go beyond classroom and engage learners in acquiring science, technology, engineering and mathematical (STEM) concepts with the support ...

    • Connection between sleeping patterns and cognitive deterioration in women with Alzheimer’s disease 

      Corbi, Alberto ; Burgos, Daniel (Springer Science and Business Media Deutschland GmbH, 2022)
      Background: Alzheimer’s disease (AD) causes symptoms such as dementia, memory loss, disorientation, and even aggressiveness, and is more common in women than in men. AD may also manifest itself in changes in sleep patterns. ...

    • Data Science Techniques for COVID-19 in Intensive Care Units 

      Muñoz Lezcano, Sergio ; López Hernández, Fernando ; Corbi, Alberto (International Journal of Interactive Multimedia and Artificial Intelligence, 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 ...

    • Data Science Techniques for COVID-19 in Intensive Care Units 

      Muñoz Lezcano, Sergio; López Hernández, Fernando Carlos; Corbi, 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 Remote Signal Processing Student Lab 

      Albiol, Alberto; Corbi, Alberto ; Burgos, Daniel (IEEE Access, 2017)
      We describe our experience of introducing digital signal processing (DSP) concepts via a software-defined radio project using a very inexpensive TV USB capture dongle. Through a series of weekly lab exercises, the students ...

    • Determinación automática de los límites de Atterberg con machine learning 

      Rosas, David Antonio; Burgos, Daniel; Branch, John W.; Corbi, Alberto (DYNA, 2022)
      En este estudio, determinamos el límite líquido (𝑊𝑙), el índice de plasticidad (PI) y el límite plástico (𝑊𝑝) de suelos naturales finos con ayuda de machine-learning y métodos estadísticos. Ello permite localizarlos ...

    • From Classroom to Online Lessons: Adapted Methodology for Teachers 

      Corbi, Alberto ; Burgos, Daniel (Lecture notes in educational technology, 2021)
      Any private teacher, school, college, or academic institution might suddenly be challenged to move from an onsite (face-to-face) methodology to an online one. This drastic, dramatic change can happen overnight, as proven ...

    • From traditional to home-confined learning: a case study in a school involved with ICT 

      Lejarreta-Errasti, Iratxe; Corbi, Alberto; Padilla-Zea, Natalia; Burgos, Daniel (Proceedings - JICV 2022: 12th International Conference on Virtual Campus, 2022)
      The SARS-CoV-2 pandemic affected all aspects of daily life overnight, worldwide. In education, academic systems had to frantically switch to an online format. Teachers and students had to face an unknown situation, with ...

    • How to Integrate Formal and Informal Settings in Massive Open Online Courses Through a Transgenic Learning Approach 

      Corbi, Alberto ; Burgos, Daniel (Radical Solutions and Learning Analytics. Lecture Notes in Educational Technology, 2020)
      Formal and informal learning settings overlap quite often. Since the arrival and consolidation of 24/7 Internet services, contents, authoring tools and free storage, informal settings have become a powerful resource for ...

    • Implementation of the recommendation model LIME in cognitive and visual interactive tutors from PSLC 

      Corbi, Alberto ; Burgos, Daniel (IEEE Latin America Transactions, 02/2015)
      This paper presents an application scenario of a rule-based recommender model (LIME) to a PSLC cognitive tutor analytics database. LIME is a recommendation model which provides a formative support to students, tutors and ...

    • Intelligent framework for learning physics with aikido (martial art) and registered sensors 

      Corbi, Alberto ; Santos, Olga C.; Burgos, Daniel (Sensors (Switzerland), 2019)
      Physics is considered a tough academic subject by learners. To leverage engagement in the learning of this STEM area, teachers try to come up with creative ideas about the design of their classroom lessons. Sports-related ...

    • MyShikko: Modelling knee walking in Aikido practice 

      Corbi, Alberto ; Santos, Olga C. (UMAP 2018 - Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, 2018)
      Modelling physical activity is a recent research topic in the field of user modelling. In our research, we aim to model complex activities such as those required to master the practice of a martial art. In particular, in ...

    • OERaaS: Open Educational Resources as a Service With the Help of Virtual Containers 

      Corbi, Alberto ; Burgos, Daniel (IEEE Latin America Transactions, 06/2016)
      The new and challenging virtual containers are wide spread in a variety of sectors like systems administration, application deployment and service provision. However, these tools are not that much used in education and ...

    • Online Digital Workshop: An Opportunity for Digital Learning in Kenya 

      Lejarreta-Errasti, Iratxe; Padilla-Zea, Natalia ; Corbi, Alberto (Communications in Computer and Information Science, 2022)
      Institutions wishing to introduce e-learning into their educational system need to consider the necessary resources and evaluate the levels of technological literacy of their teaching staff. The teachers’ preparation in ...

    • Open Distribution of Virtual Containers as a Key Framework for Open Educational Resources and STEAM Subjects 

      Corbi, Alberto ; Burgos, Daniel (Electronic Journal of e-Learning, 05/2017)
      This paper presents how virtual containers enhance the implementation of STEAM (science, technology, engineering, arts, and math) subjects as Open Educational Resources (OER). The publication initially summarizes the ...

    • Reliability of IBM’s Public Quantum Computers 

      Pérez-Antón, Raquel; Corbi, Alberto; López-Sánchez, José Ignacio; Burgos, Daniel (International Journal of Interactive Multimedia and Artificial Intelligence, 04/2023)
      One of the challenges of the current ecosystem of quantum computers (QC) is the stabilization of the coherence associated with the entanglement of the states of their inner qubits. In this empirical study, we monitor the ...

    • Review of Current Student-Monitoring Techniques used in eLearning-Focused recommender Systems and Learning analytics. The Experience API & LIME model Case Study 

      Corbi, Alberto; Burgos, Daniel (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2014)
      Recommender systems require input information in order to properly operate and deliver content or behaviour suggestions to end users. eLearning scenarios are no exception. Users are current students and recommendations ...

    • Semi-Automated Correction Tools for Mathematics-Based Exercises in MOOC Environments 

      Corbi, Alberto ; Burgos, Daniel (International Journal of Interactive Multimedia and Artificial Intelligence, 06/2015)
      Massive Open Online Courses (MOOCs) allow the participation of hundreds of students who are interested in a wide range of areas. Given the huge attainable enrollment rate, it is almost impossible to suggest complex homework ...

    • The Game Theory in Quantum Computers: A Review 

      Pérez-Antón, Raquel; López-Sánchez, José Ignacio; Corbi, Alberto (International Journal of Interactive Multimedia and Artificial Intelligence, 09/2023)
      Game theory has been studied extensively in recent centuries as a set of formal mathematical strategies for optimal decision making. This discipline improved its efficiency with the arrival, in the 20th century, of digital ...