2016
DOI: 10.1007/s40593-016-0101-4
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AI as a Methodology for Supporting Educational Praxis and Teacher Metacognition

Abstract: Evidence-based practice (EBP) is of critical importance in education where emphasis is placed on the need to equip educators with an ability to independently generate and reflect on evidence of their practices in situ -a process also known as praxis. This paper examines existing research related to teachers' metacognitive skills and, using two exemplar projects, it discusses the utility and relevance of AI methods of knowledge representation and knowledge elicitation as methodologies for supporting EBP. Resear… Show more

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Cited by 40 publications
(28 citation statements)
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“…This points to a methodological gap, insofar as there is a notable lack of common means of expression available through which a teacher may be able to communicate their experiences to others (other practitioners as well as researchers), without having to make a heroic effort to learn a means of expression that is entirely foreign to them (e.g. Lin et al ., ; Porayska‐Pomsta, ). Thus, a willingness to participate, along with the democratic approach to evidence generation and sharing, may be hindered by a lack of confidence in exploring new ideas , coupled with a lack of common tools for capturing, expressing and interpreting knowledge.…”
Section: Discussionmentioning
confidence: 99%
“…This points to a methodological gap, insofar as there is a notable lack of common means of expression available through which a teacher may be able to communicate their experiences to others (other practitioners as well as researchers), without having to make a heroic effort to learn a means of expression that is entirely foreign to them (e.g. Lin et al ., ; Porayska‐Pomsta, ). Thus, a willingness to participate, along with the democratic approach to evidence generation and sharing, may be hindered by a lack of confidence in exploring new ideas , coupled with a lack of common tools for capturing, expressing and interpreting knowledge.…”
Section: Discussionmentioning
confidence: 99%
“…The idiosyncratic nature of autism adds to the challenge of reconciling the need to understand the individual child in the context of specific environments and situations, and the desire to generalise the intervention approaches used along with any evidence of their success. On the whole, 'hard' evidence, i.e., that which is typically generated through randomised control trials, seldom infiltrates real classroom practice, not least because interventions that are tightly controlled in the clinical or lab environments are notoriously hard to replicate by clinically untrained front-line practitioners in often messy and only partly predictable classroom settings (Dingfelder and Mandell 2011;Parsons et al 2013;Porayska-Pomsta 2016).…”
Section: Reflections On the Echoes' Evaluation Methodology: Efficacy mentioning
confidence: 99%
“…1, right) to facilitate discussion and reflection. The pedagogical set up of TARDIS was designed through a series of studies with learners and practitioners to complement the existing real-world practices used in youth organisations and job centres, and to leverage in a blended way the strengths of both TARDIS and of human practitioners [7].…”
Section: Tardis Coaching Environmentmentioning
confidence: 99%