適應性學習系統(tǒng)中的適應性策略研究
發(fā)布時間:2018-04-19 13:22
本文選題:適應性學習 + 適應性學習系統(tǒng); 參考:《東北師范大學》2010年碩士論文
【摘要】: 近年來,隨著以計算機和網(wǎng)絡為代表的現(xiàn)代信息技術(shù)以及社會科學的飛速發(fā)展,遠程教育呈現(xiàn)出著重學習、快速的反饋、技術(shù)融合、個別化學習、開放的終身教育這樣的發(fā)展趨勢,同時以計算機、遠程通信及認知科學相結(jié)合的“知識媒體”在遠程教育系統(tǒng)中也得到了綜合運用。這種發(fā)展趨勢促使了遠程教育系統(tǒng)要轉(zhuǎn)變?yōu)樵诮虒W目標的指導下適應學生學習需求,所以適應性學習系統(tǒng)引起了相關(guān)領(lǐng)域的研究者的格外關(guān)注。 適應性學習系統(tǒng)是適應性技術(shù)運用在E-Learning中的一種形式,目的是提供個性化的請求和服務,使得傳統(tǒng)的網(wǎng)絡教學系統(tǒng)可以更有利于個體學習者。適應性學習系統(tǒng)是針對個體學習過程中的差異而提供適合個體特征的學習支持系統(tǒng)。它能夠針對不同學習者的個別化需求進行某種程度或某些方面調(diào)整,從而體現(xiàn)對學習者的適應性。目前從學習系統(tǒng)的適應性研究進展我們認為,以“適應”的角度對學習者的學習支援主要在如下四方面:學習診斷、學習內(nèi)容的動態(tài)組織、學習內(nèi)容的呈現(xiàn)、學習方式的自主選擇。這些支援不僅要考慮研究各種模型及其技術(shù)方面的設計與實現(xiàn),也必須從學習者的角度,研究尊重個別差異,符合學習適應心理的“學習者適應系統(tǒng)”的援助策略與方法。 本研究首先運用文獻閱讀法和內(nèi)容分析法對已有研究關(guān)于適應性學習的定義進行分類說明,同時介紹了適應性學習的特征、模式以及關(guān)鍵環(huán)節(jié),通過分析已有研究并重新理解了適應性學習的本體理論;其次介紹了截止到目前適應性學習系統(tǒng)的發(fā)展歷程與現(xiàn)狀并且分析發(fā)現(xiàn)問題,為了強調(diào)利用教學理論指導系統(tǒng)設計,以及解決學習者對遠程學習方式的適應性問題,研究提出并驗證了適應性學習中存在“雙向適應”關(guān)系,從而提出“雙向適應”思想,同時以“雙向適應”為視角,構(gòu)建出理想狀態(tài)下的適應性學習系統(tǒng)的理論模型;最后主要針對理想狀態(tài)下的適應性學習系統(tǒng)的理論模型中的適應性策略部分展開深入研究,即學習診斷、學習內(nèi)容的動態(tài)組織與呈現(xiàn)、學習方式的自主選擇,包括理論分析與方法,同時應用雙向適應思想在促進學習者快速、更好地適應系統(tǒng)的策略層面給予理論補充。
[Abstract]:In recent years, with the rapid development of modern information technology and social science, represented by computer and network, distance education presents a focus on learning, rapid feedback, technology integration, individual learning.The development trend of open lifelong education, at the same time, "knowledge media", which combines computer, tele-communication and cognitive science, has also been comprehensively applied in the distance education system.This trend of development has prompted the distance education system to change to adapt to the needs of students under the guidance of teaching objectives, so adaptive learning system has attracted special attention of researchers in related fields.Adaptive learning system (ALS) is a form of adaptive technology applied in E-Learning, which aims at providing individualized requests and services, which makes the traditional web-based teaching system more beneficial to individual learners.Adaptive learning system is a learning support system which is suitable for individual characteristics according to the differences in individual learning process.It can adapt to the individual needs of different learners to some extent or in some aspects, so as to reflect the adaptability of learners.At present, from the research progress of adaptability of learning system, we believe that the learning support for learners from the perspective of "adaptation" is mainly in the following four aspects: learning diagnosis, dynamic organization of learning content, presentation of learning content,The independent choice of learning style.These supports should not only consider the design and implementation of various models and their techniques, but also study the assistance strategies and methods of "learner adaptation system" which respects individual differences and accords with learning adaptation psychology from the perspective of learners.This study first uses literature reading method and content analysis method to classify and explain the definitions of adaptive learning, and introduces the characteristics, models and key links of adaptive learning.The ontology theory of adaptive learning is analyzed and reunderstood. Secondly, the development and current situation of adaptive learning system up to now are introduced, and the problems are analyzed. In order to emphasize the use of teaching theory to guide the design of the system,And to solve the problem of learners' adaptability to distance learning, the paper puts forward and verifies the relationship of "bidirectional adaptation" in adaptive learning, and puts forward the idea of "bidirectional adaptation", and takes "bidirectional adaptation" as the angle of view at the same time.A theoretical model of adaptive learning system in ideal state is constructed. Finally, the adaptive strategy in the theoretical model of adaptive learning system in ideal state is studied deeply, that is, learning diagnosis.The dynamic organization and presentation of learning content, the autonomous choice of learning methods, including theoretical analysis and methods, and the application of two-way adaptation to promote learners to adapt quickly and better to the strategic level of the system to supplement the theory.
【學位授予單位】:東北師范大學
【學位級別】:碩士
【學位授予年份】:2010
【分類號】:G434
【引證文獻】
相關(guān)期刊論文 前1條
1 陳晶;;貝葉斯網(wǎng)絡學生模型中存在無向環(huán)的更新[J];瓊州學院學報;2012年05期
相關(guān)碩士學位論文 前1條
1 柏菊花;中學生網(wǎng)絡學習適應性影響因素分析[D];江蘇師范大學;2012年
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