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Books > Computing & IT > Applications of computing > Artificial intelligence > Natural language & machine translation

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Analyzing Discourse and Text Complexity for Learning and Collaborating - A Cognitive Approach Based on Natural Language Processing (Hardcover, 2014 ed.) Loot Price: R3,448
Discovery Miles 34 480
You Save: R929 (21%)
Analyzing Discourse and Text Complexity for Learning and Collaborating - A Cognitive Approach Based on Natural Language...

Analyzing Discourse and Text Complexity for Learning and Collaborating - A Cognitive Approach Based on Natural Language Processing (Hardcover, 2014 ed.)

Mihai Dascalu

Series: Studies in Computational Intelligence, 534

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List price R4,377 Loot Price R3,448 Discovery Miles 34 480 | Repayment Terms: R323 pm x 12* You Save R929 (21%)

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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, extensibility and nevertheless specificity for covering multiple stages, starting from reading classroom materials, to discussing on specific topics in a collaborative manner and finishing the feedback loop by verbalizing metacognitive thoughts."

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Studies in Computational Intelligence, 534
Release date: December 2013
First published: 2014
Authors: Mihai Dascalu
Dimensions: 235 x 155 x 18mm (L x W x T)
Format: Hardcover
Pages: 279
Edition: 2014 ed.
ISBN-13: 978-3-319-03418-8
Categories: Books > Language & Literature > Language & linguistics > Philosophy of language
Books > Social sciences > Education > Teaching skills & techniques
Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory
Books > Computing & IT > Applications of computing > Artificial intelligence > Natural language & machine translation
LSN: 3-319-03418-9
Barcode: 9783319034188

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