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Page 1. A Latent Semantic Analysis-Based Service for Providing FORMATIVE FEEDBACK ON CONCEPTUAL DEVELOPMENT Fridolin Wild, Gillian Armitt, Isobel Braidman and Alisdair Smithies Solution USE CASE PROBLEM SOLUTION VALIDATION HOW IT WORKS REFERENCES Fruchterman, T. and E. Reingold. 1991. Graph drawing by force-directed placement. Software - Practice and Experience 21: 1129-1164. Shute, VJ 2008. Focus on formative feedback. Review of Educational Research 78: 153-189. Stahl, G.
2016
This paper presents the design considerations of a tool aiming at providing formative feedback. The tool uses Latent Semantic Analysis, to automatically generate reference models and provide learners a means to compare their conceptual development against these models. The design of the tool considers a theoretical background which combines research on expertise development, knowledge creation, and conceptual development assessment. The paper also illustrates how the tool will work using a problem and solution scenario, and presents initial validations results. Finally the paper draws conclusions and future work.
Review of Educational Research, 2008
This article reviews the corpus of research on feedback, with a focus on formative feedback—defined as information communicated to the learner that is intended to modify his or her thinking or behavior to improve learning. According to researchers, formative feedback should be nonevaluative, supportive, timely, and specific. Formative feedback is usually presented as information to a learner in response to some action on the learner’s part. It comes in a variety of types (e.g., verification of response accuracy, explanation of the correct answer, hints, worked examples) and can be administered at various times during the learning process (e.g., immediately following an answer, after some time has elapsed). Finally, several variables have been shown to interact with formative feedback’s success at promoting learning (e.g., individual characteristics of the learner and aspects of the task). All of these issues are discussed. This review concludes with guidelines for generating formati...
International Journal of Artificial Intelligence in Education, 2017
Academia Letters, 2022
El segundo volumen complementa al primero. En el segundo, se incluyen las soluciones posibles a los problemas planteados en el primero. Se trata de los discursos sobre la ciencia que desde el positivismo, el historicismo y la hermenéutica se dan hoy día.
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