智能个性化学习系统的思考

Alex Pongpech
{"title":"智能个性化学习系统的思考","authors":"Alex Pongpech","doi":"10.1109/UKSim.2012.18","DOIUrl":null,"url":null,"abstract":"Personalised learning is a crucial key element for promoting lifelong learners. The concept of personalised learning is based on learner-centric approach, represented by different ways of adaptation of the services such as content, support, and presentation to the learner's needs. For any system to support various needs of the learners, it must offer functionality which allows learners to configure the services to meet their needs. Thus facilitates the system adaptability for providing services for each individual based on his/her needs. An adaptive system is usually defined as a system which is capable of adapting its services to meet the requirements of each user. The principles of e-learning and the expectations from learners are revisited, and several existing systems are discussed. Several difficulties of designing intelligent personalize learning machine which maybe solvable and useful in practice are then suggested.","PeriodicalId":405479,"journal":{"name":"2012 UKSim 14th International Conference on Computer Modelling and Simulation","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2012-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Intelligent Personalized Learning System Consideration\",\"authors\":\"Alex Pongpech\",\"doi\":\"10.1109/UKSim.2012.18\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Personalised learning is a crucial key element for promoting lifelong learners. The concept of personalised learning is based on learner-centric approach, represented by different ways of adaptation of the services such as content, support, and presentation to the learner's needs. For any system to support various needs of the learners, it must offer functionality which allows learners to configure the services to meet their needs. Thus facilitates the system adaptability for providing services for each individual based on his/her needs. An adaptive system is usually defined as a system which is capable of adapting its services to meet the requirements of each user. The principles of e-learning and the expectations from learners are revisited, and several existing systems are discussed. Several difficulties of designing intelligent personalize learning machine which maybe solvable and useful in practice are then suggested.\",\"PeriodicalId\":405479,\"journal\":{\"name\":\"2012 UKSim 14th International Conference on Computer Modelling and Simulation\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-03-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 UKSim 14th International Conference on Computer Modelling and Simulation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/UKSim.2012.18\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 UKSim 14th International Conference on Computer Modelling and Simulation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/UKSim.2012.18","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

个性化学习是促进终身学习者的关键因素。个性化学习的概念基于以学习者为中心的方法,表现为根据学习者的需要调整服务的不同方式,如内容、支持和展示。对于任何支持学习者各种需求的系统,它必须提供允许学习者配置服务以满足其需求的功能。从而促进了系统的适应性,以便根据每个人的需要为其提供服务。自适应系统通常被定义为能够调整其服务以满足每个用户需求的系统。本文回顾了电子学习的原理和学习者的期望,并讨论了几个现有的系统。提出了个性化智能学习机设计中存在的几个可解决和实用的难点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent Personalized Learning System Consideration
Personalised learning is a crucial key element for promoting lifelong learners. The concept of personalised learning is based on learner-centric approach, represented by different ways of adaptation of the services such as content, support, and presentation to the learner's needs. For any system to support various needs of the learners, it must offer functionality which allows learners to configure the services to meet their needs. Thus facilitates the system adaptability for providing services for each individual based on his/her needs. An adaptive system is usually defined as a system which is capable of adapting its services to meet the requirements of each user. The principles of e-learning and the expectations from learners are revisited, and several existing systems are discussed. Several difficulties of designing intelligent personalize learning machine which maybe solvable and useful in practice are then suggested.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信