Search results for "Active Learning"
showing 10 items of 184 documents
Class Noise and Supervised Learning in Medical Domains: The Effect of Feature Extraction
2006
Inductive learning systems have been successfully applied in a number of medical domains. It is generally accepted that the highest accuracy results that an inductive learning system can achieve depend on the quality of data and on the appropriate selection of a learning algorithm for the data. In this paper we analyze the effect of class noise on supervised learning in medical domains. We review the related work on learning from noisy data and propose to use feature extraction as a pre-processing step to diminish the effect of class noise on the learning process. Our experiments with 8 medical datasets show that feature extraction indeed helps to deal with class noise. It clearly results i…
Using Multi-touch Multi-user Interactive Walls for Collaborative Active Learning
2019
Active learning has been advocated for enhancing students’ higher order cognition in social constructivist learning settings. However, with the increasing use of student-owned computing devices in face-to-face classrooms, there are risks of limited student-student interactions. Students are likely to be distracted by non-academic activities, hence becoming inactive with regards to the learning tasks. This article presents a technology enhanced learning approach, in which students perform group learning tasks using shared digital workspace while in a physical classroom. The workspace comprises of a 9-m wide screen wall with multi-touch, multi-user interfaces supporting multimodal interaction…
Innovative Teaching Strategies in Accounting
2018
Accounting in higher education is a practical subject and teaching financial accounting has nowadays become a challenge. Professional organizations and corporate employers prefer to hire students with critical thinking skills, communication skills, technical skills, and analytical skills. Accounting students often have a negative attitude towards the subject and struggle to understand core concepts of accounting standards. Finding and using new and innovative methods of teaching accounting is a crucial skill for teachers. Certain methods and approaches can truly enhance the learning process, and done right, applying innovative learning and attention-management techniques to classes is a win…
The Patras blended strategy model for deep and meaningful learning in quality life-long distance education
2019
Life‑long learning is currently being embraced as a central process that could disrupt traditional educational paths. Apparently, the (ideal) type of learning often promoted is deep and meaningful learning, though it is not always required to be so. Deep learning goes beyond superficial knowledge assimilation of unlinked facts; it aims at developing deep disciplinary understanding, transformative knowledge, personal meaning, emotional intelligence, critical thinking, creativity and metacognitive skills. Meaningful learning occurs when learning is active, constructive, intentional, authentic, and cooperative. Technology enhanced teaching and learning methods should prove their potential to t…
Students’ accounts of their participation in an intensive long-term learning community
2005
Collaborative learning environments have been analysed extensively, yet we know relatively little about how students experience their participation in long-term learning communities where learners work together over extended periods of time. This study aims to understand pre-service teacher–students’ experiences and accounts of their participation in a university-based long-term learning community. The study investigates issues of change and stability, with respect to the students’ perceptions of participation over the first 2 years of their work within the learning community. The study also addresses the relations between the students’ accounts of participation and their learning experienc…
COLLABORATION BETWEEN CHILDREN, FAMILY AND TEACHERS, IN PROMOTING CHILD’S LEARNING SKILLS
2016
Partnership between teacher and parents forms understanding about mutual communication and the benefits for learning process out of that. Teacher’s observations points to a different understanding on the collaboration with children as a successive process in setting and achieving learning goals. The aim of the article is to reveal how to turn the initiative to involve in preschool learning process expressed by family, into planned engagement in learning process. Daily activities planned by teacher turns parents into educators and involves whole family into initiative fostering project, which strengthens overall partnership between teacher, child and family.
Encouraging blended learning and ICT use at Universitat de València to improve the learning process with the .LRN platform
2007
The Universitat de Valencia, one of the largest, oldest and most varied in Spain, concerned about the efficiency of the learning processes in the context of the convergence process towards the Higher Education European Space, has conducted educative innovation experiences in several degrees, diversifying learning activities.Interested in enhancing traditional classroom learning by use of ICT (with progressive blended learning introduction) has established a learning management system to enhance the learning and communication processes for the whole university. The overall goal was to build skills in ICT use in order to improve learning process quality and student participation.This paper de…
Supporting Learning Groups in Online Learning Environment
2015
In this paper, we report on the initial findings on how to effectively support learning groups in online learning environments. Based on the idea that learning groups can enhance effective learning in online learning environments, we used qualitative research methods to study learning groups (interviews and observation of learning group interactions in online learning environments) and their facilitators. Preliminary results reveal that in order to have effective learning groups you need to take care of the following online design issues: develop comprehensive study guides, train online tutors, motivate learners through feedback, and foster high cognitive levels of interaction through quest…
Participation and collaborative learning in large class sizes: wiki, can you help me?
2016
AbstractCollaborative learning has a long tradition within higher education. However, its application in classes with a large number of students is complicated, since it is a teaching method that requires a high level of participation from the students and careful monitoring of the process by the educator. This article presents an experience in collaborative learning adapted to large class sizes using wikis. The objective is to check if wikis allow for effective collaborative learning methods to be introduced into large groups. The results show how effective wikis can be in encouraging collaborative learning and active participation by the student, as well as facilitating the monitoring and…
Characteristics of Workplace Learning Among Finnish Vocational Students
2009
In Finnish VET, students’ work experience is explicitly defined as workplace learning, instead of the practice of already learnt skills. Therefore, vocational students’ learning periods in the workplace are goal-oriented, guided and assessed. This paper examines the characteristics of students’ workplace learning and compares them with the characteristics of employees’ workplace learning. The data were collected with an Internet questionnaire from final-year vocational students (N = 3106). In total, 1603 students (52 %) answered the questionnaire. The data were analysed using quantitative methods. The results indicate that features typical of employees’ workplace learning can also be found …