Fuzzy Soft Skills Assessment through Active Learning Sessions.

Int J Artif Intell Educ

São Paulo State University (Unesp), School of Engineering and Sciences, Department of Production, Guaratinguetá, Dr. Ariberto Pereira da Cunha Ave., 333, Portal das Colinas, Guaratinguetá, zipcode 12516-410 São Paulo Brazil.

Published: May 2023

This research aims to present a Fuzzy Expert System with psychologist expertise that seeks to assist professors, researchers and educational institutions in assessing the level of incorporation of students' Soft Skills while attending Active Learning sessions. The difficulties encountered by higher education institutions, researchers and professors in evaluating subjective and behavioral components, such as Soft Skills, was one of the problems that motivated the undertaking of this research. The theoretical framework on which this work is based includes the development and evaluation of Soft Skills in students, some concepts and characteristics about Active Learning and the main attributes and properties of Fuzzy Logic. This research is of an exploratory applied nature, a qualitative and quantitative approach is proposed, in which the methodological triangulation between the bibliographic analysis, the case study and the modeling and implementation of the expert system called Fuzzy Soft Skills Assessment was used to achieve the objective proposed.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10173942PMC
http://dx.doi.org/10.1007/s40593-023-00332-7DOI Listing

Publication Analysis

Top Keywords

soft skills
20
active learning
12
fuzzy soft
8
skills assessment
8
learning sessions
8
expert system
8
skills
5
fuzzy
4
assessment active
4
sessions aims
4

Similar Publications

Background: There are numerous articles, book chapters, and published guidelines on the topic of clinical ethics in the use of artificially administered nutrition and hydration, which often incorporates end-of-life (EOL) nutrition care and support. Components of clinical ethics involve the importance of ethical principles, patient-centered care, and shared decision-making. However, there is sparse information on how to educate patients and caregivers on this subject.

View Article and Find Full Text PDF

In nature, organisms adapt to environmental changes through training to learn new abilities, offering valuable insights for developing intelligent materials. However, replicating this adaptive learning in synthetic materials presents a significant challenge. This study introduces a feasible approach to train liquid crystal elastomers (LCEs) by integrating a mechanophore tetraarylsuccinonitrile (TASN) into their main chain, addressing the challenge of enabling synthetic materials to exchange substances with their environment.

View Article and Find Full Text PDF

Background: The confluence of recent events has led to a notable increase in the use of health simulation. This work aimed to present and describe the first masterclass program in healthcare simulation dedicated to trainers at Rabat's Faculty of Medicine and Pharmacy with the close collaboration of Mohammad VI Foundation of Health and Sciences for its first edition in Morocco.

Materials And Methods: This was an observational study.

View Article and Find Full Text PDF

Background: During last ten years, we have developed a digital library with educational materials in Physical medicine and rehabilitation.

Objectives: The objective of current article is the preparation of an electronic library with educational materials in the area of physical medicine, physical therapy and rehabilitation, and the comparative evaluation of the impact of this repository on the quality of education of students and trainees in the field.

Methodology: The electronic library includes e-books on different topics, elements of the specialty "Physical and rehabilitation medicine (PRM)" or Physiatry - with theoretical data, practical issues and case reports with videos of real patients.

View Article and Find Full Text PDF

Use of an observer tool to enhance learning of anaesthesia resident's non-technical skills during high-fidelity simulation: a randomised controlled trial.

BMC Med Educ

January 2025

Centre de Simulation LabForSIMS, Département de Recherche et Innovation Pédagogique en Santé, Faculté de Médecine, Université Paris Saclay, Le Kremlin-Bicêtre, 94275, France.

Background: The use of an observer tool (OT) has been shown to improve learning of technical skills through observation in simulation. The objective was to assess the impact of a non-technical OT on anaesthesia residents' learning of non-technical skills (NTS) during simulation.

Methods: After consent, residents were randomised into 2 groups: OT+ (with an OT based on NTS to be systematically completed during observation of others) and OT- (without OT).

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!