In this paper, we present a novel Support Vector Machine active learning algorithm for effective 3D model retrieval using the concept of relevance feedback. The proposed method learns from the most informative objects...In this paper, we present a novel Support Vector Machine active learning algorithm for effective 3D model retrieval using the concept of relevance feedback. The proposed method learns from the most informative objects which are marked by the user, and then creates a boundary separating the relevant models from irrelevant ones. What it needs is only a small number of 3D models labelled by the user. It can grasp the user＇s semantic knowledge rapidly and accurately. Experimental results showed that the proposed algorithm significantly improves the retrieval effectiveness. Compared with four state-of-the-art query refinement schemes for 3D model retrieval, it provides superior retrieval performance after no more than two rounds of relevance feedback.展开更多
This paper first reviews the current state of multimedia teaching resource sharing in China as well as the problems encountered. It then proceeds to the focus that a good way out for the dilemma is to design a platfor...This paper first reviews the current state of multimedia teaching resource sharing in China as well as the problems encountered. It then proceeds to the focus that a good way out for the dilemma is to design a platform of multimedia teaching resource sharing based on cloud service concept.展开更多
Since 1958 the United States Watson research center designed the world＇ s first computer teaching system, the history of computer technology in education has lasted for over 40 years, with the beginning of digitized ...Since 1958 the United States Watson research center designed the world＇ s first computer teaching system, the history of computer technology in education has lasted for over 40 years, with the beginning of digitized audio and global network as a symbol of the information age, the rapid development of multimedia network technology＇ s application crosses various fields, like other areas, foreign language teaching also benefit. January 2004, Department of Higher Education issued a ＂College English Curriculum Requirements＂ （Trial）, which clearly states： ＂It should make full use of opportunities of multimedia, network technology development which is brought about by the introduction of new teaching model to improve the original teachers＇ single classroom teaching mode. The new model should be based on modern information technology support, especially network technology, the English teaching towards individualized learning, independent of time and place restrictions learning, active learning direction. ＂展开更多
In this paper, the traditional Anglo-American literature courses dictated mainly teachers monotonous way of teaching, we propose the learner and teacher-centered teaching methods and guidance as the core idea of teach...In this paper, the traditional Anglo-American literature courses dictated mainly teachers monotonous way of teaching, we propose the learner and teacher-centered teaching methods and guidance as the core idea of teaching reform, and use modem computer multimedia technology widely to improve the English and American Literature Teaching mode, to the thinking and teaching reform proposed above, we made specific practical strategies and provide a reference for further reform of American and British literature courses.展开更多
基金the National Basic Research Program (973) of China (No. 2004CB719401)the National Research Foundation for the Doctoral Program of Higher Education of China (No.20060003060)
文摘In this paper, we present a novel Support Vector Machine active learning algorithm for effective 3D model retrieval using the concept of relevance feedback. The proposed method learns from the most informative objects which are marked by the user, and then creates a boundary separating the relevant models from irrelevant ones. What it needs is only a small number of 3D models labelled by the user. It can grasp the user＇s semantic knowledge rapidly and accurately. Experimental results showed that the proposed algorithm significantly improves the retrieval effectiveness. Compared with four state-of-the-art query refinement schemes for 3D model retrieval, it provides superior retrieval performance after no more than two rounds of relevance feedback.
文摘This paper first reviews the current state of multimedia teaching resource sharing in China as well as the problems encountered. It then proceeds to the focus that a good way out for the dilemma is to design a platform of multimedia teaching resource sharing based on cloud service concept.
文摘Since 1958 the United States Watson research center designed the world＇ s first computer teaching system, the history of computer technology in education has lasted for over 40 years, with the beginning of digitized audio and global network as a symbol of the information age, the rapid development of multimedia network technology＇ s application crosses various fields, like other areas, foreign language teaching also benefit. January 2004, Department of Higher Education issued a ＂College English Curriculum Requirements＂ （Trial）, which clearly states： ＂It should make full use of opportunities of multimedia, network technology development which is brought about by the introduction of new teaching model to improve the original teachers＇ single classroom teaching mode. The new model should be based on modern information technology support, especially network technology, the English teaching towards individualized learning, independent of time and place restrictions learning, active learning direction. ＂
文摘In this paper, the traditional Anglo-American literature courses dictated mainly teachers monotonous way of teaching, we propose the learner and teacher-centered teaching methods and guidance as the core idea of teaching reform, and use modem computer multimedia technology widely to improve the English and American Literature Teaching mode, to the thinking and teaching reform proposed above, we made specific practical strategies and provide a reference for further reform of American and British literature courses.
