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Requirements and challenges for hybrid intelligence

The potential for Artificial Intelligence is widely proclaimed. Yet, in everyday educational settings the use of this technology is limited. Particularly, if we consider smart systems that actually interact with learners in a knowledgeable way and as such support the learning process. It illustrates the fact that teaching professionally is a complex challenge that is beyond the capabilities of current autonomous robots. On the other hand, dedicated forms of Artificial Intelligence can be very good at certain things. For example, computers are excellent chess players and automated route planners easily outperform humans. To deploy this potential, experts argue for a hybrid approach in which humans and smart systems collaboratively accomplish goals. How to realize this for education? What does it entail in practice? In this contribution, we investigate the idea of a hybrid approach in secondary education. As a case-study, we focus on learners acquiring systems thinking skills and our recently for this purpose developed pedagogical approach. Particularly, we discuss the kind of Artificial Intelligence that is needed in this situation, as well as which tasks the software can perform well and which tasks are better, or necessarily, left with the teacher.

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Requirements and challenges for hybrid intelligence

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Hybrid learning environments in vocational education

Nomination Best Research & Practice Project Award at the EAPRIL conference, Jyväskylä, Finland. Hybrid forms of learning environments in vocational education are central to the two projects of this application: a design-oriented, applied research project from the Centre for Expertise in Vocational Education (ecbo-project) and an educational innovation/practitioner-research project (hpboproject). A PhD-research project is closely related.

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Hybrid learning environments in vocational education

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A design perspective on the school-work boundary

This article proposes a model for the design of a hybrid VET curriculum across the school-work boundary.

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Plotless actions with nevertheless a plot

We report research into the evolvement of a hybrid learning environment where education, companies and government successfully cooperate. This hybrid learning environment—one of the latest inventions in curriculum design—is special because it was neither intended nor planned by the parties involved. With some self-astonishment, the participants in this research experienced a growing acknowledgement of their emerging educational creation, aside from the experience of and appreciation for their cooperation and the increasing turnover. With a bricolage research approach within the scope of a rhizomatic perspective on becoming, a multivocal perspective on the evolvement of the learning environment was pursued. In emphasizing the historical evolvement of the learning environment, our findings challenge the tradition of drawing board design, accompanied by an appeal for re-appreciating professional craftsmanship. In addition, some reflections regarding the research are discussed.

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Plotless actions with nevertheless a plot

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Teaching in the hybrid virtual classroom

Seven college lecturers and two senior support staff were interviewed during 2021 about their experiences teaching in hybrid virtual classrooms (HVC). These technology-rich learning environments allow teachers to simultaneously teach students who are in class (on campus) and students who are joining remotely (online). There were two reasons for this choice: first, ongoing experimentation from innovative teaching staff who were already using this format before the COVID-19 pandemic; secondly, as a possible solution to restrictions on classroom size imposed by the pandemic. Challenges lecturers faced include adjusting teaching practice and lesson delivery to serve students in the class and those online equally; engaging and linking the different student groups in structured and natural interactions; overcoming technical challenges regarding audio and visual equipment; suitably configuring teaching spaces and having sufficient pedagogical and technical support to manage this complex process. A set of practical suggestions is provided. Lecturers should make reasoned choices when teaching in this format since it requires continued experimentation and practice to enhance the teaching and learning opportunities. When external factors such as classroom size restrictions are the driving force, the specific type of synchronous learning activities should be carefully considered. The structure and approach to lessons needs to be rethought to optimise the affordances of the hybrid virtual and connected classroom. The complexity of using these formats, and the additional time needed to do it properly, should not be underestimated. These findings are consistent with previous literature on this subject. An ongoing dialogue with faculty, support staff and especially students should be an integral part of any further implementation in this format.

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Teaching in the hybrid virtual classroom

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Hybrid Learning Environments in VET

Vocational education and training (VET) plays a central role in preparing young people for work, developing adequate skills and responding to the labour-market needs of the economy. The transition learners are required to make from education to the workplace is a complex, and often problematic, process (Tynjälä, Välimaa, & Sarja, 2003). Studies show a gap between what is learned and what is required of competent professionals in an ever more complex world (Baartman & De Bruijn, 2011). The integration of students? learning experiences across academic and practice settings is currently of considerable interest within the educational sectors in a number of countries (Billett, 2011), among which the Netherlands. The last decade Dutch VET institutes haven been experimenting to design learning environments that cross the traditional school boundaries into working life. Zitter (2010) introduced the term hybrid learning environments . "A learning environment can be considered as a hybrid learning environment? When different formal and informal elements are woven together into coherent programmes of learning and into single learning environments, rather than a programme that combines different components with the aim of offering a more enticing menu of learning for the students" (Zitter & Hoeve, 2012 in OECD, 2013, pp. 138).

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Trendrapport Open Education 2014

Dit Trendrapport Open Education 2014 beschrijft de trends op het gebied van open education in binnen- en buitenland, geschreven vanuit de context van het Nederlandse hoger onderwijs. Dat gebeurt aan de hand van acht artikelen van Nederlandse experts op het gebied van open en online onderwijs en acht korte intermezzo’s.

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"Students’ perspectives on flexible higher education

Currently, various higher education (HE) institutes develop flexible curricula for various reasons, including promoting accessibility of HE, the societal need for more self-regulated professionals who engage in life-long learning, and the desire to increase motivation of students. Increasing flexibility in curricula allows students to choose for example what they learn, when they learn, how they learn, where they learn, and/or with whom. However, HE institutes raise the question of what preferences and needs different stakeholders have with regard to flexibility, so that suitable choices can be made in the design of policies, curricula, and student support programs. In this workshop, we focus on student preferences and share recent insights from research on HE students' preferences regarding flexible education. Moreover, we use participants’ expertise to identify new (research) questions to further explore what students’ needs imply for several domains, namely curriculum-design, student support that is provided by educators/staff, policy, management, and the professional field. Firstly, a conceptual framework on flexible education and student’s preferences will be presented. Secondly, participants reflect in groups on student personas. Then, discussion groups have a Delphi-based discussion to collect new ideas for research. Finally, participants share the outcomes on a ‘willing wall’ and a ‘wailing wall’.

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"Students’ perspectives on flexible higher education

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Smart Education

Het onderzoeksprogramma Smart Education van de Faculteit Onderwijs en Opvoeding richt zich op het ontwikkelen en verspreiden van kennis en expertise over de effectieve inzet van de mogelijkheden van Kunstmatige Intelligentie in het onderwijs.

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Requirements and challenges for hybrid intelligence

Hybrid learning environments in vocational education

A design perspective on the school-work boundary