Intelligent and adaptive tutoring for active learning and training environments

Active learning facilitated through interactive and adaptive learning environments differs substantially from traditional instructor-oriented, classroom-based teaching. We present a Web-based e-learning environment that integrates knowledge learning and skills training. How these tools are used most effectively is still an open question. We propose knowledge-level interaction and adaptive feedback and guidance as central features. We discuss these features and evaluate the effectiveness of this Web-based environment, focusing on different aspects of learning behaviour and tool usage. Motivation, acceptance of the approach, learning organisation and actual tool usage are aspects of behaviour that require different evaluation techniques to be used

The learner centric ecology of resources: a framework for using technology to scaffold learning

This paper is based upon a Keynote presentation at CAL07 and extends previous introductory descriptions of the Ecology of Resources model of educational contexts. The relationships between the elements in the Ecology of Resources are a particular focus for discussion here. In particular, we consider how we might use the Ecology of Resources model to scaffold learning so that a wide range of the resources available to a learner within their context can be used to best support their learning needs. Resources here include people, technologies and artifacts. We look for ways in which they can be linked and marshaled in a learner centric manner and draw on the HOMEWORK and VeSEL projects as practical examples of the way the Ecology of Resources framework can be used

Toward a script theory of guidance in computer-supported collaborative learning

This article presents an outline of a script theory of guidance for computer-supported collaborative learning (CSCL). With its four types of components of internal and external scripts (play, scene, role, and scriptlet) and seven principles, this theory addresses the question how CSCL practices are shaped by dynamically re-configured internal collaboration scripts of the participating learners. Furthermore, it explains how internal collaboration scripts develop through participation in CSCL practices. It emphasizes the importance of active application of subject matter knowledge in CSCL practices, and it prioritizes transactive over non-transactive forms of knowledge application in order to facilitate learning. Further, the theory explains how external collaboration scripts modify CSCL practices and how they influence the development of internal collaboration scripts. The principles specify an optimal scaffolding level for external collaboration scripts and allow for the formulation of hypotheses about the fading of external collaboration scripts. Finally, the article points towards conceptual challenges and future research questions

Teaching new media composition studies in a lifelong learning context

Governmental proposals for lifelong learning, and the role of Information and Learning Technologies/Information Communication Technologies (ILT/ICT) in this, idealistically proclaim that ILT/ICT empowers learners. A number of important governmental funding initiatives have recently been extended to the development of ILT in further education, which provides a particularly appropriate environment for lifelong learning. Yet little emphasis is given to more problematic research findings that students may be ‘disarmed’ in the process of learning to use technology. In the current global shift towards new forms of multimedia literacy, it is important to recognize human diversity by carrying out research focusing on the actual problems students face in adapting to Web‐based technology as a new authoring medium. A case study into multimedia creative composition carried out with FE students in 1996–9 found that students tend to experience a problematic but potentially useful period of ‘creative mess’ when authoring in multimedia, and that ‘scaffolding’ strategies can be useful in overcoming this. Such strategies can empower students to derive benefits from multimedia composition if close attention is given to the setting up of the learning environment: a teachers’ model for supporting novice hypermedia authors in further education is proposed, to assist teachers to understand and support the learning processes students may undergo in dynamic composition using new media technology

Construction and abstraction: contrasting methods of supporting model building in learning science

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Rising to the challenge: supporting educators without arts experience in the delivery of authentic arts learning

Educators, policy makers and researchers have repeatedly affirmed the significance of a quality arts education in developing the capabilities necessary for 21st century citizenship. However, facilitating an Arts education can be extremely challenging, especially for the generalist classroom teacher who may not possess the necessary background learning across all five arts subjects. Revelations from the first phase of my doctoral research with Australian home educating parents identified a similar dilemma with the delivery of authentic Arts learning in home contexts. A significant proportion of the home educator study participants admitted to no educational or artistic training. My doctoral research project has sought to understand how Australian home educators approach arts education, of the challenges they face, and the way that existing knowledge and strengths are harnessed in delivering their children’s education. Moreover, using a Design Based Research approach, I have attempted to generate transformational research by working collaboratively with home educators to enact solutions to identified problems. This has resulted in the development and refinement of a website and online community aimed at supporting and enhancing home educators in the development of authentic arts learning, in addition to theoretical guidelines that can be applied to similar contexts. Thus, whilst home education is considered pedagogically distinct from institutional education, the findings of this project have highlighted that the challenges faced by home educating parents are very much like those faced by the generalist classroom teacher, and that similar means of support may be transferred across contexts

Examining Informal Makerspace Learning Environments: Using Inquiry-based Learning to Facilitate Critical Thinking Skill Development

Makerspaces have emerged into the educational environment as a place to enable learners to develop needed 21st century learning skills (Bowler & Champange, 2016; Bevan, 2017). Learners need to develop critical thinking skills to enable success in an ever changing, more technologically fluent world. With the student-directed nature of a makerspace, pedagogies such as inquiry-based learning may allow for the promotion of critical thinking using questioning, reflection, analyzing data and expressing information to others (Lemley, Schumacher, & Vesey, 2014; Vossoughi & Bevan, 2014). Inquiry-based learning aligns with the 21st century skill of critical thinking as it is the ability to reflect, analyze and evaluate (Loes & Pascarella, 2017; Ventura et al., 2017); creating more emphasis on the potential value of a makerspace, the student-directed nature, and the fact that inquiry-based learning requires critical thinking about a topic. This qualitative case study research aims to investigate informal makerspaces that use inquiry-based learning pedagogies to determine if they, in fact, facilitate the goal of critical thinking development. Through semi-structured interviews with facilitators and instructors in informal makerspaces meaningful and informative insights were gained regarding this unique, informal learning environment; analysis of the data will deepen our understanding of makerspaces, particularly where inquiry-based learning pedagogy is utilized to achieve the goal of developing critical thinking skills

The use of virtual environments as an extended classroom – A case study with adult learners in tertiary education

This study was conducted in immersive 3D virtual environment Second Life®, with the support of web 2.0 tools as a complement to physical classroom - extended classroom. It was assumed that socialization is a key factor for collaborative learning and knowledge construction. The study aims to identify the variables that may influence knowledge sharing in learning contexts using virtual environments; with the aim of contributing to the improvement of learning situations using the online tools. This research is exploratory in nature and falls within the field of phenomenological studies. The study was implemented in a tertiary education institution involving regular and adult learners. We conclude that in virtual environments learners tend to feel more confident, open, participatory, creative, understanding and seem to participate in training sessions because they are indeed interested in learning. On the other hand, the possibility of providing online tutorial session allows reaching a larger number of learners. These online sessions can be established in a time and place (virtual) free of constraints and can be tailored, allowing a more effective participation from learners.info:eu-repo/semantics/publishedVersio

Teaching metacognitive regulation of reading comprehension in an on-line environment

This paper examines how to teach Cognitive Self-Regulation. Approaches to enhancing Metacognition are discussed and a model for metacognitive regulation is presented. A strategy of reciprocal teaching is advocated for the development of metacognitive regulation of Reading Comprehension. An on-line annotation tool is proposed with a rationale for how learning supports, resources, and activities may be included

Computers for learning : an empirical modelling perspective

In this thesis, we explore the extent to which computers can provide support for domain learning. Computer support for domain learning is prominent in two main areas: in education, through model building and the use of educational software; and in the workplace, where models such as spreadsheets and prototypes are constructed. We shall argue that computerbased learning has only realised a fraction of its full potential due to the limited scope for combining domain learning with conventional computer programming. In this thesis, we identify some of the limitations in the current support that computers offer for learning, and propose Empirical Modelling (EM) as a way of overcoming them. We shall argue that, if computers are to be successfully used for learning, they must support the widest possible range of learning activities. We introduce an Experiential Framework for Learning (EFL) within which to characterise learning activities that range from the private to the public, from the empirical to the theoretical, and from the concrete to the abstract. The term ‘experiential’ reflects a view of knowledge as rooted in personal experience. We discuss the merits of computer-based modelling methods with reference to a broad constructionist perspective on learning that encompasses bricolage and situated learning. We conclude that traditional programming practice is not well-suited to supporting bricolage and situated learning since the principles of program development inhibit the essential cognitive model building activity that informs domain learning. In contrast, the EM approach to model construction directly targets the semantic relation between the computer model and its domain referent and exploits principles that are closely related to the modeller’s emerging understanding or construal. In this way, EM serves as a uniform modelling approach to support and integrate learning activities across the entire spectrum of the EFL. This quality makes EM a particularly suitable approach for computer-based model construction to support domain learning. In the concluding chapters of the thesis, we demonstrate the qualities of EM for educational technology with reference to practical case studies. These include: a range of EM models that have advantages over conventional educational software due to their particularly open-ended and adaptable nature and that serve to illustrate a variety of ways in which learning activities across the EFL can be supported and scaffolded