Search results for "Analytics"

Towards Evidence-Based Academic Advising Using Learning Analytics

2018

Academic advising is a process between the advisee, adviser and the academic institution which provides the degree requirements and courses contained in it. Content-wise planning and management of the student’ study path, guidance on studies and academic career support is the main joint activity of advising. The purpose of this article is to propose the use of learning analytics methods, more precisely robust clustering, for creation of groups of actual study profiles of students. This allows academic advisers to provide evidence-based information on the study paths that have actually happened similarly to individual students. Moreover, academic institutions can focus on management and upda…

An artistic approach to neurofeedback for emotion regulation

2019

AbstractNeurofeedback has been shown to be a promising tool for learning to regulate one’s own emotions in healthy populations and in neuropsychiatric disorders. While it has been suggested that neurofeedback performance improves when sensory feedback is related to the pathology under consideration, it is still difficult to represent in real time a proper feedback representative of our emotional state. Since emotion is a central part of people’s dealings with artworks, we have initiated a collaboration between neuroscientists and artists to develop a visual representation of emotions that can be used in neurofeedback experiences. As a result of this collaboration, emotions were represented …

Applications of sinusoidal phase modulation in temporal optics to highlight some properties of the Fourier transform

2019

International audience; Fourier analysis plays a major role in the analysis and understanding of many phenomena in physics and contemporary engineering. However, students, who have often discovered this notion through numerical tools, do not necessarily understand all the richness that can be derived from joint analysis in the temporal and spectral domains, particularly in the field of optics. As part of the second year of the Master's degree in Physics Lasers and Materials at the University of Burgundy, we have set up a set of experiments to highlight these concepts and to show, on a non-trivial example of periodic phase modulation, the precautions to be taken in the interpretation of the …

Enseñar estrategias de afrontamiento a padres de niños con cáncer a través de un cortometraje

2010

Este trabajo describe la utilidad de un cortometraje para enseñar estrategias de afrontamiento positivas a los padres de hijos con cáncer. Para la realización del cortometraje se han utilizado los resultados de un trabajo de investigación sobre las estrategias de afrontamiento que utilizan los padres. Los resultados se extrajeron del análisis del discurso de los padres que participaron en un grupo de autoayuda durante ocho sesiones. El cortometraje ha sido evaluado por los psicólogos de todas las asociaciones de padres que forman parte de la Federación de padres de niños enfermos de cáncer. Asimismo, se ha experimentado en sesiones grupales realizadas en las sedes de ASPANION (Asociación de…

Making sense of multi-actor dialogues in family therapy and network meetings.

2012

In recent years, a number of family therapists have conceptualized psychotherapy as a dialogical activity. This view presents family therapy researchers with specific challenges, the most important of which is to find ways of dealing with the dialogical qualities of the multi-actor dialogues that occur, for example, in family therapeutic conversations. In this article, we propose some preliminary ideas concerning qualitative investigations of multi-actor dialogues. Our aim is to work toward an integration of Bakhtin’s theoretical concepts with good practices in qualitative research (e.g., dialogical tools and concepts of a narrative processes coding system) in order to make sense of family …

2020

The scientific and practical fields-especially high-performance sports-increasingly request a stronger focus be placed on individual athletes in human movement science research. Machine learning methods have shown efficacy in this context by identifying the unique movement patterns of individuals and distinguishing their intra-individual changes over time. The objective of this investigation is to analyze biomechanically described movement patterns during the fatigue-related accumulation process within a single training session of a high number of repeated executions of a ballistic sports movement-specifically, the frontal foot kick (mae-geri) in karate-in expert athletes. The two leading r…

A framework for evaluating student interaction with automatically assessed exercises

2016

Automatic assessment has become a widely used technique in programming courses. Even though modern techniques can practically ensure functional correctness of student solutions, it is less clear how to promote quality interaction between students and the automatic assessment systems. In this article we propose a simple analytical framework for studying student interaction with the automatic assessment systems and use it to study our functional programming course.

Data Analytics in Healthcare: A Tertiary Study

2022

AbstractThe field of healthcare has seen a rapid increase in the applications of data analytics during the last decades. By utilizing different data analytic solutions, healthcare areas such as medical image analysis, disease recognition, outbreak monitoring, and clinical decision support have been automated to various degrees. Consequently, the intersection of healthcare and data analytics has received scientific attention to the point of numerous secondary studies. We analyze studies on healthcare data analytics, and provide a wide overview of the subject. This is a tertiary study, i.e., a systematic review of systematic reviews. We identified 45 systematic secondary studies on data analy…

Explainable Student Agency Analytics

2021

Several studies have shown that complex nonlinear learning analytics (LA) techniques outperform the traditional ones. However, the actual integration of these techniques in automatic LA systems remains rare because they are generally presumed to be opaque. At the same time, the current reviews on LA in higher education point out that LA should be more grounded to the learning science with actual linkage to teachers and pedagogical planning. In this study, we aim to address these two challenges. First, we discuss different techniques that open up the decision-making process of complex techniques and how they can be integrated in LA tools. More precisely, we present various global and local e…

Expectations for supporting student engagement with learning analytics : an academic path perspective

2021

There has been a growing interest in higher education to explore how learning analytics (LA) could be used to support student engagement. Providing actionable feedback with LA for students is an emerging area of research. Previous studies have commonly focused on course-level aspects of supporting engagement with LA, but students' perspectives have received limited attention. This study analyzed pre-service teachers’ needs and expectations for LA to support student engagement on the academic path level, which means observing the continuum of study periods and academic years. Qualitative content analysis was conducted for video-recorded student small-group conversations to analyze in-depth h…