基于知识体系的多媒体网络课程及工具研究
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摘要
互联网的飞速发展使得网络教育迅速推广,发展到现在以视频、互动为特征的电子学习阶段,为企事业培训、政府培训、学校教育带来了巨大的发展机遇。网络教育的成功实施需要丰富的教育资源,网络课程的开设已成为一个全球化的趋势。多媒体课件决定了网络课程的质量,网络课程的质量决定了网络教育的质量,因此开发适用于网络教育的高质量课程和多媒体课件制作工具(如幻灯片和流媒体课件制作工具)已成为网络教育中一个非常重要而迫切的研究问题。
     本文以教育领域为背景,围绕网络课程和多媒体课件制作工具,重点研究了基于知识体系的多媒体网络课程的建模问题、基于知识点的网络课程建设技术规范、幻灯片课件制作工具的兼容问题和流媒体课件制作工具的集成问题,并依托国家863项目“电子学习系统平台和教育资源库研究与开发”,进一步研发网络课程原型系统和课件制作工具原型系统,具有较强的理论价值和实用价值。
     1.构建基于知识体系的多媒体网络课程模型
     当前学习资源的组织普遍缺乏语义结构,不符合人的认知规律,本文利用知识本体构建网络课程和教学资源之间的语义联系,解决海量学习资源异构无序、缺乏多粒度结构的问题。本文提出以知识点为核心的语义知识体系,分析各组成部分间层次及交互关系,设计一个基于知识体系的学习资源组织及网络课程的总体架构。
     2.制定基于知识体系的多媒体网络课程技术规范
     国内外已经有不少关于电子学习资源的标准,如SCORM和CELTS,但是缺乏专门针对网络课程的详细叙述,特别是技术实现手段和样例课程,而网络课程在远程教育中又具有非常重要的地位。本文制定了一套以知识体系为核心,符合实际应用、可操作性高的网络课程建设技术规范,并以网络课程原型系统“计算机硬件课程群”中的“微机系统与接口技术”课程为例进行验证。
     3.研究幻灯片课件制作工具的兼容性问题
     国内外现在已经有很多各式各样的幻灯片课件制作工具,如国外的PowerPoint,国内的方正奥思等,但是课件的兼容性问题一直得不到很好的解决,本文在多媒体课件制作工具MCAT (Multimedia Courseware Authoring Tool)的基础上,根据国家标准CELTS对课件格式打包,结合面向对象技术和XML技术,将PowerPoint课件转化为基于XML的MCAT课件,便于不同标准和文件格式课件之间的共享。
     4.研究基于PPT文本流的流媒体课件制作工具
     本文中的录制工具Record Tool对流媒体课件采用视频流和文本流(对授课场景记录视频流,但是是用文本流而不是视频流或图片流记录PPT课件信息)集成的方法,使得录制的课件既数据量小,又质量清晰,易于在网络上传输,并以申报中的国家精品课程“微机系统与接口技术”中的全程流媒体三分屏课件制作为例进行验证。
     本文主要创新点归纳如下:
     1.本文在领域知识和学习资源之间增加以知识点为核心的知识本体,构建学习资源-知识本体-网络课程三层资源组织模型,实现了知识关联和资源共享,给海量学习资源组织管理和个性化学习服务提供“物质”基础。本文在国家863项目“电子学习系统平台和教育资源库研究与开发”的基础上构建基于知识体系的网络课程原型系统“计算机硬件课程群”,提供了基于知识点的动态导航功能。
     2.本文在电子学习资源标准的基础上,以知识点为核心,制订基于知识点的网络课程具体实现的技术规范。网络课程技术规范包括了基于知识点的学习资源规范、知识点和网络课程关联、搜索规范、管理规范和评价规范,以网络课程原型系统“计算机硬件课程群”中的代表课程“微机系统与接口技术”为例予以验证。
     3.本文采用基于PPT文本流的方式录制流媒体三分屏课件(三分屏指的是教师视频、PPT等课件、大纲),用文本流而不是视频流或图片流记录课件信息,使得录制的课件质量清晰、数据量小,适合于互联网应用;课件用IE浏览器即可离线播放,无需播放器。本文设计和实现了录制工具原型系统Record Tool,重新制作2008年湖北省精品课程“微机系统与接口技术”全程流媒体三分屏课件,用于申报2010年国家精品课程(已成功)。
With the development of Internet, network education has become a hot spot in modern education. Multimedia courseware determines the quality of web courses, and web course determines the quality of e-Learning, so it is very important to research on high quality web courses and courseware authoring tools.
     There are four research aspects:
     1. The paper constructs multimedia web course model. The paper uses knowledge ontology to construct semantic relation between web courses and learning resources, solve heterogeneous and disorder issues of massive learning resources. The paper proposes web course model based on knowledge system called three level'learning resources-knowledge ontology-web course'.
     2. The paper makes web course technology specification. There existed e-Learning standards like SCORM or CELTS, but lack of detailed specification about web courses, especially technology and sample web courses. The paper proposes web course technology specification which includes learning resources specification based on knowledge point, web course and knowledge association, research specification, manage specification and assess specification.
     3. There are kinds of courseware making tools based on different standards and formats, but the courseware products are difficult to extract data or convert formats with each other, which cause repeating development and serious waste of information resources.To solve the above problems, this paper does a research on an XML-based standard courseware building system MCAT. It takes CELTS as standard to define courseware elements, describes courseware using XML format, and importantly, supports to transform PowerPoint into MCAT files, thus achieving the reusability of educational resources.
     4. At present, there is a wide range of software tools to create triple-screen courseware, but both of teaching stream and content stream of the produced courseware still only adopt video streams to demonstrate, such transmission on the net work will occupy a larger bandwidth, which impacts the experiences of learners.The paper designed and developed Record Tool useing PowerPoint webpages to generate three-screen courseware and provides edit functions like splitting, script editing, so the courseware need much low bandwidth and keep good quality.
     There are three creative points:
     1. The paper adds knowledge ontology between knowledge system and learning resources, construct three-level model called'learning resources-knowledge ontology-web courses', realize knowledge association and resource share.
     2. The paper makes technology specification about web courses around knowledge point. The web course technology specification includes learning resources specification based on knowledge point, web course and knowledge association, research specification, manage specification and assess specification.
     3. The paper shows a method to record and make streaming media courseware, especially three-screen courseware by PPT text streaming not video streaming or picture streaming. The method makes three-screen courseware have clear quality and small data size. The courseware can be played by IE while no internet connection and we don't need courseware player.
引文
[1]邱文胜.Web型多媒体教学课件的特点,http://www.jiaoyu123.com/Article/2007/915.html.
    [2]北京大学数字化学习实验室。中国现代远程教育发展战略研究子课题之现代远程教育的技术发展与应用第二部分应用系统分析。http://www.et.pku.edu.cn/elearninglab/proj_revi ew.html.
    [3]现代远程教育标准开发计划.教育部现代远程教育标准化委员会工作文件.2001年8月第七稿.1-42.
    [4]AICC规范.http://www.aicc.org.
    [5]IEEE Learning Technology Standards Committee (LTSC), http://ltsc.ieee.org/,2001.9.
    [6]IMS Global Learning Consortium, Inc. Specifications,,2001.1. IMS 规范.http://www.imsproject.org.
    [7]SCORM规范http://www.adlnet.org.
    [8]全国信息技术标准化技术委员会教育技术分技术委员会网络教育技术标准(CELTS-3.1(CDl.6)一学习对象元数据:信息模型规范.http//www.celts.edu.cn/download/(CELTS-3.1 (CD1.6).zip 2003.
    [9]全国信息技术标准化技术委员会教育技术分技术委员会.网络教育技术标准(CELTS-3.3(CD1.6)-一学习对象元数据实践指南.http//www.celts.edu.cn/download/(CELTS-3.3(CD1. 6).zip 2003.
    [10]全国信息技术标准化技术委员会教育技术分技术委员会.网络教育技术标准(CELTS-9.1(CD2.0)-一内容包装:信息模型规范.http//www.celts.edu.cn/download/(CELTS-9.1 (CD2.0). zip 2003.
    [1l]全国信息技术标准化技术委员会教育技术分技术委员会.网络教育技术标准(CELTS-9.2(CDl.6)-一内容包装的XML绑定.http//www.celts.edu.cn/download/(CELTS-9.2(CD1.6).z ip 2003.
    [12]全国信息技术标准化技术委员会教育技术分技术委员会.网络教育技术标准(CELTS-9.3(CDl.6)-一内容包装实践指南.http//www.celts.edu.cn/download/(CELTS-9.3(CD 1.6).zip 2003.
    [13]陈露晨,李彬.课件制作工具分析及实现[N].平原大学学报.2006(8):77-78.
    [14]陈德南,陈新.多媒体情景课件制作系统的开发[J].计算机与现代化.2008(4):102-105.
    [15]孙立,钱维莹.流媒体技术与创作[M].中国青年出版社.2002:1-50,137-151.
    [16]孙清,张德运,刘炜娜.构造一种轻型的网络课件制作工作[J].微计算机应用.2002(3):89-93.
    [17]曹双贵,兰少华.流式三分屏VOD课件关键技术研究与系统实现[J].淮海工学院学报.2008(3):33-36.
    [18]陈丽娜,谢寿青,陈少波.流媒体网络教学课件的优化处理[J].现代教育技术.2008(7):104-106.
    [19]夏国平.三分屏网络课件关键制作技术及其实现方法[J].现代教育技术.2004(12):6-9.
    [20]陆其明.Windows Media编程导向[M].北京清华大学出版社。2006(12):3-10,47-48,63-64,105-108,211-229,277-278.
    [21]汤光明,郭锦娣,张明清,王晋东.多媒体复合同步模型[J].计算机工程与设计.2001(10):22-25.
    [22]宋萌,韩锡斌,陈刚.网络课件制作系统的研究与设计[D].清华大学教育技术研究所.2007(8):270-281.
    [23]王晶,程文青.多媒体课件制作工具中时间线机制的设计与实现[J].微机发展2005(7):89-93.
    [24]刘旭明,黄锐.X3D在网路课件开发中的应用研究[J].福建电脑.2008(8):84-85.
    [25]杨存东,申瑞民,徐乃庄,张同珍.基于XML的个性化Web课件制作工具[J].计算机工程.2001(8):164-166.
    [26]王靖,刘志文.网络课程设计中的教学系统设计[J].中国电化教育.2002(9):22-25.
    [27]陈小灿,黄三发,陈福民.一种基于分布式渲染的分屏实现方法[J].微计算机应用.2007(10):1089-1091.
    [28]Deantonio M., Sandoval L.M., Arceo R.(2006), "Work in Progress:A Quantitative Stu dy of the Effectiveness of PowerPoint in the Classroom", Frontiers in Education Con ference, pp.22-23.
    [29]House R., Watt A., Williams, J.(2005), "Work in progress-what is PowerPoint? educa ting engineering students in its use and abuse", Frontiers in Education, pp.F3C-15-16.
    [30]Grady H.M., Codone S.(2004), "From chalkboard to PowerPoint to the Web:a contin uum of technology".Professional Communication Conference, pp.217-222,
    [31]Yaming T., Robert Y. (2007), "Authoring Tools in e-Learning:A Case Study". Seve nth IEEE International.
    [32]Conference on Advanced Learning Technologies, pp.:271-273.
    [33]Miletic I., Pale P., Pandzic H., Bogunovic H., Jeren B.(2007), "The Structure of the P yramidia E-learning Tool-the Programmer's Point of View". Systems, Signals and Ima ge Processing and 6th EURASIP Conference focused on Speech and Image Processing, Multimedia Communications and Services, pp.180-183.
    [34]Pale P., Miletic I., Kostanjcar Z., Pandzic H., Jeren B.(2007), "Pyramidia-An Integr ative E-learning Tool", The International Conference on "Computer as a Tool", pp.245 9-2464.
    [35]Yan L., Yung H. (2007), "Human-Centered Multimedia E-Learning System for Real-Time Interactive Distance Education", IEEE International Conference on Multimedia and Expo, pp.:2042-2045.
    [36]Jung Heum Park, Bora Park, Sang Jin Lee, Seok Hie Hong, Jong Hyuk Park(2008), " Extraction of Residual Information in the Microsoft PowerPoint file from the Viewpoi nt of Digital Forensics considering PerCom Environment", Pervasive Computing and Communications, pp.584-589.
    [37]Yuuichi S., Toshihiro K., Seisuke Y., Hiroshi N., " Web-based Rapid Authoring Too 1 for LMS Quiz Creation," The 7th International Conference on Information Technol ogy Based Higher Education and Training,2006, pp.617-620.
    [38]Deantonio M., Sandoval L.M., Arceo R., "Work in Progress:A Quantitative Study of the Effectiveness of PowerPoint in the Classroom," Frontiers in Education Conference, 2006, pp.22-23.
    [39]Zhan, B., Kurz B., "A multi-context visual Web page authoring tool," Proceedings o f the 3rd Annual Communication Networks and Services Research Conference,2005, pp.45-47.
    [40]Jaw-Hua Liu, Bing-Shun Huang, Ming Chao, "The design of learning object authorin g tool based on SCORM. Advanced Learning Technologies," 2005, pp.778-782.
    [41]Te-Hua W., Neil Y.Y., Yue L. D., Timothy K.S, "Courseware Authoring Tool for Ac hieving Interoperability among Various E-Learning," Parallel Processing Workshops, S ept.2007, pp.25-25.
    [42]Yi H. W., Shih H. L., Jer-Junn L., Yaw-Jen L., Fok-Ching C., "Courseware Autho ring Tool for Achieving Interoperability among Various E-Learning Specifications Base d on Web 2.0 Technologies," Engineering in Medicine and Biology Society,2005.
    [43]A new steganography method via various animation timing effects in powerpoint files. Jing, Min-Quan; Yang, Wen-Chao; Den, Ling-Hwei.Proceedings of the 2009 Internatio nal Conference on Machine Learning and Cybernetics, v 5, p 2840-2845,2009.
    [44]The structure of PowerPoint presentations:The art of grasping things whole Gross, Al an G.; Harmon, Joseph E.IEEE Transactions on Professional Communication, v 52, n 2, p 121-137,2009.
    [45]Information retention from PowerPointTM and traditional lectures.Savoy, April; Proctor, Robert W.; Salvendy, Gavriel. Computers and Education, v 52, n 4, p 858-867, May 2009.
    [46]Adobe Presenter, Microsoft PowerPoint, and Blackboard Vista:Tools that work togethe r for creating and presenting online instructional content.Fletcher, Kathryn.SIGUCCS'09 Proceedings of the 2009 ACM SIGUCCS Fall Conference, p 243-248,2009.
    [47]Instructional PowerPoint presentations for cutaneous wound healing and tissue response to sutures.Stroncek, John D.; Bell, Nicole; Reichert, W. Monty.Journal of Biomedical Materials Research-Part A, v 90, n 4, p 1230-1238, September 15,2009.
    [48]Application of multimedia theory to powerpoint slides created by engineering educator s.Garner, Joanna; Gaudelli, Allen; Zappe, Sarah; Alley, Michael.ASEE Annual Confere nce and Exposition, Conference Proceedings,2009.
    [49]Forensic investigation of Microsoft PowerPoint files.Park, Jungheum, Anam-Dong, Seo ngbuk-Gu; Lee, Sangjin.Digital Investigation, v 6, n 1-2, p 16-24, September 2009.
    [50]Podcasting by synchronising PowerPoint and voice:What are the pedagogical benefit s?.Griffin, Darren K.; Mitchell, David; Thompson, Simon J..Computers and Education, v 53, n 2, p 532-539, September 2009.
    [51]Application of powerpoint in bilingual teaching of managerial classes in chinese local higher education institutions.Cheng, Xiaoduo.2009 International Conference on Educa tion Technology and Computer, ICETC 2009, p 258-261,2009.
    [52]Unreal PowerPointTM:Immersing PowerPoint presentations in a virtual computer game engine world.Price, Colin B..Computers in Human Behavior, v 24, n 6, p 2486-2495, September 17,2008.
    [53]PowerPoint multimedia presentations in computer science education:What do users ne ed?.Reuss, Elke I.; Signer, Beat; Norrie, Moira C..Lecture Notes in Computer Scienc e, v 5298 LNCS, p 281-298,2008.
    [54]Online presentations as a source of scientific impact? An analysis of PowerPoint files citing academic journals.Thelwall, Mike; Kousha, Kayvan.Journal of the American So ciety for Information Science and Technology, v 59, n 5, p 805-815, March 2008.
    [55]Please, no powerpoint! teaching strategies that work and those that do not in engineer ing education.Benitez, Karen; Jimenez, Juan; Cruz, Yesenia; Rosa, Marta; Medina-Borj a, Alexandra.ASEE Annual Conference and Exposition, Conference Proceedings,2007.
    [56]File-update based steganography for Microsoft PowerPoint files.Liu, Yongping; Sun, Xi ngming; Liu, Yuling; Xiao, Rong.Proceedings-2008 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2008, p 11-15,2008.
    [57]PowerPoint at 20:Back to basics.Gaskins, Robert.Communications of the ACM, v 50, n 12, p 15-17, December 1,2007.
    [58]Wound healing PowerPoint presentations for introductory biomaterials education.Reicher t, William M.. Journal of Biomedical Materials Research-Part A, v 87, n 4, p 111 2, Dec 15 2008.
    [59]PowerPoint and complexity.Richmond, Michael. Proceedings of the Conference on Ob ject-Oriented Programming Systems, Languages, and Applications, OOPSLA, p 732,2 007.
    [60]Limits of PowerPoint's Power:Enhancing students' self-efficacy and attitudes but not t heir behavior.Susskind, Joshua E.. Computers and Education, v 50, n 4, p 1228-1239, May 2008.
    [61]VOD system with web pages from powerpoint file.Ying, Peng; Chanle, Wu; Huaqiang, Yao; Qing, Xiong. Proceedings-2nd 2008 International Symposium on Intelligent I nformation Technology Application Workshop, IITA 2008 Workshop, p 267-270,2008.
    [62]Presenting with powerpoint:10 dos and don'ts.Wuorio, Jeff. Forest Chemicals Revie w, v 117, n 3, p 14-15, May/June 2007.
    [63]An assessment of student preferences for PowerPoint presentation structure in undergra duate courses.Apperson, Jennifer M.; Laws, Eric L.; Scepansky, James A.. Computers and Education, v 50, n 1, p 148-153, January 2008.
    [64]A novel steganography method via various animation effects in powerpoint files. Yang, Wen-Chao; Chen, Ling-Hwei. Proceedings of the 7th International Conference on M achine Learning and Cybernetics, ICMLC, v 6, p 3102-3107,2008.
    [65]ReCap:A tool for automated capture and generation of synchronized audio, PowerPoi nt and digital ink presentation.Kong, Chan Kin; Muppala, Jogesh K.. Proceedings of the 10th IASTED International Conference on Computers and Advanced Technology i n Education, p 323-328,2008.
    [66]Siena:From PowerPoint to web app in 5 minutes.Cohn, David; Dhoolia, Pankaj; Heat h III, Fenno; Pinel, Florian; Vergo, John. Lecture Notes in Computer Science v 5364 LNCS, p 722-723,2008.
    [67]Achieving interoperability between powerpoint and similar presentation tools.Peng, Yin g; Wu, Chanle; Peng, Shujuan; Yue, Jun; Yang, Dan.2008 IEEE International Sympos ium on Knowledge Acquisition and Modeling Workshop Proceedings, KAM 2008, p 7 50-753,2008.
    [68]Elliotte Rusty Harold W.Scott Means. XML In A Nutshell Third Edition. O'Reilly,2 004.1-50.
    [69]Steven Holzner. Inside XML. Wrox Press,2002.23-47.
    [70]Extensible Markup Language(XML)1.0. W3C Recommendation, http://www. w3. org/T R/1998/REC-XML-19980210,1998.12-13.
    [71]ShylyKwei Chen, Ming-Ling Lo, Kun-Lung Wu, Jih-Shyr Yih and Colleen Viehrig. A practical approach to extracting DTD-conforming XML documents from heterogeneo us data sources. Information Sciences,2006,176(7):820-844.
    [72]Ramez Elmasri, Qing Li, Jack Fu, Yu-Chi Wu, Babak Hojabri and Swathi Ande. Co nceptual modeling for customized XML schemas. Lecture Notes in Computer Science, 2002,2503:429-443.
    [73]Boris Katz, Sue Felshin. Discourse and Dialog in the START Question Answering System,http://start.csail.mit.edu.
    [74]Radev D.R, Libner K, Fan W. Getting answers to natural language queries on the web. Journal of the American Society for Information Science and Technology,2002.
    [75]Zhiping Zheng,AnswerBus Question Answering System, Human Language Technology Conference,2002(3), pages:24-27.
    [76]Deborah L.McGuinness. Question answering on the semantic Web, Intelligent Systems, IEEE, Volume:19, Issuel,Jan.-Feb 2004:82-85.
    [77]Jignashu Parikh, M.Narasimha Murty, Adapting question answering techniques to the Web Language, Engineering Conference,2002, Proceedings,13-15 Dec.2002:163-171.
    [78]Dmitri Roussinov, Jose Robles. Web question answering through automatically learned paterns, Digital Libraries,2004. Proceedings of the 2004 Joint ACM/IEEE Conference on, 7-11 June 2004:347-348.
    [79]Designing Enterprise Applications with the Java 2 Platform, Enterprise Edition, Nicholas Kassem and the Enterprise Team,.
    [80]Simon Roberts, Philip Heller, Michael Ernest. Complete Java2 certification study Guide. Publishing House of Electronics Industry 2000.11.
    [81]Java Server PageTM白皮书[EB/OL].http://gceclub.sun.com.cn/index.html.
    [82]Karl Avedal, Danny Ayers, Timothy Briggs. JSP编程指南[M].北京:电子工业出版社,2001.
    [83]Alfred P.Rovai. Sense of Community, Perceived Cognitive Learning, and Persistence in Asynchronous Learning Networks. Internet and Higher Education.2002:319-332.
    [84]Irene Neilson, Ruth Thomas, Calum Smeaton, etc. Education 2000 Implications of W3 Technology. Computers and Education. Vol.26, No.1-3,1996:113-122.
    [85]Papaspyrou N, Retalis S, Efremidis S, Web-based teaching in software engineering. Advances in Engineering Software December.1999:901-906.
    [86]Mark Nichols. A theory for eLearning. ISSN 1436-4522.2003,6(2):1-10.
    [87]M. Arrigoni, Colombetti. Ontology-based Learning Objects Search and Courses Generation. Applied Artificial Intelligence, pp233-260,2009.
    [88]L.Stojanovic, S.Staab, R.Studer, E-Learning based on the Semantic Web. In:Proceedings of
    WebNet2001, World Conference on the WWW and the Internet, Orlando, Florida, USA, Technologies:e-Learning, Rousse, Bulgaria, pp.591-596,2003.
    [89]J. Tane, C. Schmitz, G. Stumme. Semantic resource management for the Web:an e-Learning Application, In:Proceedings of WWW2004, New York, USA, May,2004.
    [90]李艳燕.基于语义的学习资源管理及利用.中国科学院研究生院博士论文.2005.
    [91]郝兴伟.基于知识本体的e-Learning系统研究.山东大学博士论文.2007.
    [92]M Ehrig, S Staab. QOM-Quick Ontology Mapping. In:Proceedings of the 3rd International Semantic Web Conference. Hiroshima, Japan, pp683-696,2004.
    [93]A Ultsch. Knowledge Extraction from Self Organizing Neural Networks[EB/OL][2009-12-1]. http://www.mathematik.unimarburg.de/databionics/de//downloads/papers/ultsch93knowledge .pdf.
    [94]H Alani, S Kim, D Millard, et al. Automatic Ontology-based Knowledge Extraction and Tailored Biography Generation [EB/OL]. http://www.aktors.org/publications/selected-papers/2004/206-213.pdf.
    [95]A Badii, C Lallah, M Zhu, M Crouch. Semi-automatic Knowledge Extraction, Representation and Context-sensitive Intelligent Retrieval of Video Content using Collateral Context Modeling with Scalable Ontological Networks. Signal Processing:Image Communication, 2009.
    [96]P Clark, P Harrison. Large-scale Extraction and Use of Knowledge from Text. Proceedings of the fifth international conference on Knowledge capture,2009.
    [97]B Durme, LSchubert. Open Knowledge Extraction through Compositional Language Processing. Proceedings of the 2008 Conference on Semantics in Text Processing,2009.
    [98]Mei Qiaozhu. Contextual Text Mining. Thesis of Ph.D. University of Illinois at Urbana-Champaign,2010.
    [99]Xiao chang, Qinghua Zheng. Knowledge Element Extraction for Knowledge-Based Learning Resources Organization. Advances in Web Based Learning. In:Proc. of ICWL 2007. March, 2008.
    [100]Li Yi, Li Juanzi, Zhang Duo, et al. Result of ontology alignment with RiMOM at OAEI'06. Beijing:Tsinghua University,2006.
    [101]Hu Wei, Zhao Yuanyuan, Qu Yuzhong. Partition-based Block Matching of Large Class Hierarchies. In:Proc. of the 1st Asian Semantic Web Conference. Beijing, China, pp72-83, 2006.
    [102]马帅,王腾蛟,唐世渭等.一种基于参考点和密度的快速聚类算法.软件学报,14(6):pp1089-1095,2003.
    [103]徐德智,陶克.大本体的分块与映射方法研究.计算机工程,35(4):75-77,2009.
    [104]温有奎,徐国华,赖伯年等.基于创新点的知识元挖掘.情报学报,2005(6).
    [105]P Garcia, A Amandi, S Schia(?)no. Evaluating Bayesian Networks' Precision for Detecting Student's Learning Styles. Computer & education,49,2007, pp.794-808.
    [106]I. Zukerman, D Albreeht, A Nieholson. Predicting user's Requests on the WWW. In: Proceeding of the 7th International Conference on User Modeling, Springer, pp27-284,1999.
    [107]G. Bejerano. Algorithms for Variable Length Markov Chain Modeling. Bioinformatics, 20:788-789, March 2004.
    [108]J Boerges, M Levene. Data mining of user navigation Patterns. In:Proceedings of the 1999 KDD Workshop on Web Mining, CA:Spinger-Verlag Press,1999, pp92-111.
    [109]R Sarukkai. Link prediction and path Analysis using Markov chains. In:Proceedings of the 1999 KDD Workshop on Web Mining, San Diego, CA,1999.
    [110]杜瑾,刘均,郑庆华等.一种基于网页元数据的用户访问行为建模方法.西安交通大学学报,2008,42(2):152-155.
    [111]LIU Chun-nian, ZHENG Lei, et al. Electronic homework on the WWW. In:NWI 2001. Berlin:SPringer-Verlag,2001,P540-548.
    [112]邢永康,马少平.多Markov链用户的浏览预测模型.计算机学报.Vol.26 No.11Nov.2003:pp1510-1517.
    [113]施岳定,张树有,项春.课程中知识点的表示与关联技术研究.
    [114][J].浙江大学学报(工学版),2003,37(5):508-511.
    [115]FRANCA G Hypermedia application design:A structured approach[A].In:W Schuler Desin User Interfaces for Hypermedia [C]. New York:Springer,1995.6-7.
    [116]余胜泉,李世亮,谢晓林.在线测试分析与数据挖掘系统的设计[J].开放教育研究,2005,11(5):72-77.
    [117]谢深泉.知识点及其网络的特性分析[J].软件学报,1998,9(10):785-789.

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