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Titlebook: Analyzing Discourse and Text Complexity for Learning and Collaborating; A Cognitive Approach Mihai Dascălu Book 2014 Springer International

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发表于 2025-3-21 18:36:32 | 显示全部楼层 |阅读模式
期刊全称Analyzing Discourse and Text Complexity for Learning and Collaborating
期刊简称A Cognitive Approach
影响因子2023Mihai Dascălu
视频video
发行地址Presents an integrated approach for assessing textual complexity, learning strategies as well as learners collaborative contributions.Introduces a model that provides automated feedback to both learne
学科分类Studies in Computational Intelligence
图书封面Titlebook: Analyzing Discourse and Text Complexity for Learning and Collaborating; A Cognitive Approach Mihai Dascălu Book 2014 Springer International
影响因子.With the advent and increasing popularity of Computer Supported Collaborative Learning (CSCL) and e-learning technologies, the need of .automatic assessment .and. .of. teacher/tutor support. for the two tightly intertwined activities of .comprehension. of reading materials and of .collaboration. among peers has grown significantly. In this context, a polyphonic model of discourse derived from Bakhtin’s work as a paradigm is used for analyzing both general texts and CSCL conversations in a unique framework focused on different facets of textual cohesion..As specificity of our analysis, the .individual learning. perspective is focused on the identification of reading strategies and on providing a multi-dimensional textual complexity model, whereas the .collaborative learning. dimension is centered on the evaluation of participants’ involvement, as well as on collaboration assessment..Our approach based on advanced Natural Language Processing techniques provides a qualitative estimation of the learning process and enhances understanding as a “mediator of learning” by providing automated feedback to both learners and teachers or tutors. The main benefits are its flexibility, extensibi
Pindex Book 2014
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Collaborative Learning view of learning within Computer Supported Collaborative Learning (CSCL): Bakhtin’s . (Bakhtin 1981) that defines the CSCL paradigms, . and . (SNA) as the main Learning Analytics (LA) tool for modeling interaction between conversation participants.
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Computational Discourse Analysischapter is focused on presenting automatic discourse analysis models and natural language processing techniques that ground a computational and quantifiable perspective of cohesion and coherence and that greatly impact the underlying functionalities of our developed systems (. and .).
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, (2) - Individual Assessment through Reading Strategies and Textual Complexityutational Approaches) and . (McNamara et al. 2007a; Graesser et al. 2005) (see 2.3 Reading Strategies), as it provides teachers and learners information on their reading/writing activities: initial textual complexity assessment, assignment of texts to learners, capture of metacognitions reflected in
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Conclusionsproach that addresses both general texts and conversations and the emphasis on providing effective support for tutors and students in their learning and CSCL activities, are just the highlighting points of our research.
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