{"product_id":"analyzing-discourse-and-text-complexity-mihai-dasclu-9783319034188","title":"Analyzing Discourse and Text Complexity for Learning and Collaborating: A Cognitive Approach Based on Natural Language Processing","description":"\u003cp\u003eWith the advent and increasing popularity of Computer Supported Collaborative Learning (CSCL) and e-learning technologies, the need of \u003ci\u003eautomatic assessment \u003c\/i\u003eand\u003ci\u003e \u003c\/i\u003eof\u003ci\u003e teacher\/tutor support\u003c\/i\u003e for the two tightly intertwined activities of \u003ci\u003ecomprehension\u003c\/i\u003e of reading materials and of \u003ci\u003ecollaboration\u003c\/i\u003e 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.\u003c\/p\u003e\u003cp\u003eAs specificity of our analysis, the \u003ci\u003eindividual learning\u003c\/i\u003e perspective is focused on the identification of reading strategies and on providing a multi-dimensional textual complexity model, whereas the \u003ci\u003ecollaborative learning\u003c\/i\u003e dimension is centered on the evaluation of participants' involvement, as well as on collaboration assessment.\u003c\/p\u003e\u003cp\u003eOur 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.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Mihai Dascălu\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3319034189\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319034188\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/10\/2013\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 279\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.30lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.69d","brand":"Mihai Dasc\u0026#259;lu","offers":[{"title":"Hardcover","offer_id":48440278581503,"sku":"9783319034188","price":109.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_46691eb6-47a9-49e8-a006-3e6935c056ec.jpg?v=1777181378","url":"https:\/\/www.whiterainbookhouse.com\/products\/analyzing-discourse-and-text-complexity-mihai-dasclu-9783319034188","provider":"WR Book House","version":"1.0","type":"link"}