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Digital Convergence Teaching Strategy System using Spearman Correlation Coefficients  

Lee, Byung-Wook (경원대학교 IT대학)
Publication Information
Journal of Internet Computing and Services / v.11, no.6, 2010 , pp. 111-122 More about this Journal
Abstract
Since educating digital convergence is to unite various sciences and technologies with computer as the central figure, it has different range and methods of education. Therefore, it has problems with recommending limited conceptual information because of difficulties to standardize education plan and teaching strategies. In this paper, I propose education plan and teaching strategy system by using Spearman correlation coefficients. This system is to find a solution against disadvantage of recommending limited conceptual information by ranking relations of teaching strategies from the information based on the demand of industrial and academic fields, and then provides lists of teaching strategy information suitable for user's atmosphere and characteristics. Performance test is to compare effects of precision and recall with existing service systems. The test shows 90.4% of precision and 77.6% of recall.
Keywords
Digital convergence; teaching strategy; Spearman correlation coefficients;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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1 Badrul M. Sarwar, George Karypis, Joseph A. Konstan, and John T. Riedle, "Application of Dimensionality Reduction in Recommender System-A Case Study", ACM WebKDD 2000 Web Mining for E-Commerce Workshop, 2000.
2 한학용, "패턴인식 개론", 한빛미디어, 130-167쪽, 2005년 7월.
3 Herlocker, J., "Understanding and Improving Automated Collaborative Filtering Systems", Ph. D. Thesis, Computer Science Dept., University of Minnesota, 2000.
4 Badrul Sarwar, George Karypis, Joseph Konstan, and John Riedl, "Item-based Collaborative Filtering Recommendation Algorithms", Accepted for publication at the WWW10 Conference, May, 2001.
5 ACM, IEEE Computer Society, "Computing Curricula 2001 Computer Science - Final Report -" December 15, 2001.
6 Harry Chen, Sovrin Tolia, Craig Sayers, Tim Finin, and Anupam Joshi, "Creating Context-Aware Software Agents", Proc. of the first GSFC/JPL Workshop on Radical Agent Concepts, pp.186-200, 2001.
7 ACM, IEEE Computer Society, "Information Technology 2008: Curriculum Guideline for Undergraduate Degree Programs in Computer Engineering", ACM &, IEEE, 2008.
8 ACM, AIS, "IS 2010 Curriculum guidelines for Undergraduate degree programs in Information Systems", ACM, 2010.
9 ACM, IEEE Computer Society, "Computer Science Curriculum 2008: An interim Revision of CS 2001", ACM &, IEEE, Dec. 2008.
10 ACM, IEEE Computer Society, "Computer Engineering 2004: Curriculum Guideline for Undergraduate Degree Programs in Computer Engineering", ACM &, IEEE, Dec. 2004.
11 이충기, 홍석원, "웹 기반 프로그래밍 과목의 효과적인 강의전략", 한국컴퓨터교육학회 논문지 제7권 제3호, 한국컴퓨터교육학회, 2004년 5월.
12 박지선, 김택헌, 류영석, 양성봉, "추천시스템을 위한 2-way 협동적 필터링 방법을 이용한 예측 알고리즘", 정보과학회논문지, 제29권, 제9호, 669-675쪽, 2002년 10월.   과학기술학회마을
13 김광수 등저, "융합 인지과학의 프론티어", 성균관대학교출판부, 2010년.
14 이정모, "인지과학", 성균관대학교출판부, 2009년.
15 한동조, 박대영, 최기호, "사용자 상황을 이용한 추천 서비스 시스템의 필터링 기법에 관한 연구", 한국ITS학회 논문지, 제8권, 제1호, 119-126쪽, 2009년 2월.   과학기술학회마을
16 이영남 외 5인, "공학 윤리 교육모델 컨텐츠를 이용한 전공과목에서의 공학윤리 교육", 공학교육연구 제10권 제4호, 2007년 12월.
17 노은하, 박수희, 장준호, "컴퓨터-소프트웨어 분야 수요지향적 교과과정의 개발", 한국컴퓨터교육학회 논문지 제8권 제4호, 한국컴퓨터교육학회, 2005년 7월.