This paper presents anew way to extract concept that can beused to improve text classification per-formance (precision and recall). Thecomputational measure will be dividedinto two layers. The bottom layercalled docum...This paper presents anew way to extract concept that can beused to improve text classification per-formance (precision and recall). Thecomputational measure will be dividedinto two layers. The bottom layercalled document layer is concernedwith extracting the concepts of parti-cular document and the upper layercalled category layer is with findingthe description and subject concepts ofparticular category. The relevant im-plementation algorithm that dramatic-ally decreases the search space is dis-cussed in detail. The experiment basedon real-world data collected from Info-Bank shows that the approach is supe-rior to the traditional ones.展开更多
There has been much heated discussion on College English Test for non-English majors Band 4 and Band 6 because it has exerted great influence on English teaching in Chinese universities. This essay is intended to expl...There has been much heated discussion on College English Test for non-English majors Band 4 and Band 6 because it has exerted great influence on English teaching in Chinese universities. This essay is intended to explore the reliability, validity,practicality and washback of this large-scale test by focusing on CET Band 4. The author of this report discusses the merits as well as some existing problems of this test and offers some suggestions at the end of the essay.展开更多
基金Project supported by the National Natural Science Foundation of China (No. 60082003) and the National High Technology Research and Development Program of China (N0.863-306-ZD03-04-1).
文摘This paper presents anew way to extract concept that can beused to improve text classification per-formance (precision and recall). Thecomputational measure will be dividedinto two layers. The bottom layercalled document layer is concernedwith extracting the concepts of parti-cular document and the upper layercalled category layer is with findingthe description and subject concepts ofparticular category. The relevant im-plementation algorithm that dramatic-ally decreases the search space is dis-cussed in detail. The experiment basedon real-world data collected from Info-Bank shows that the approach is supe-rior to the traditional ones.
文摘There has been much heated discussion on College English Test for non-English majors Band 4 and Band 6 because it has exerted great influence on English teaching in Chinese universities. This essay is intended to explore the reliability, validity,practicality and washback of this large-scale test by focusing on CET Band 4. The author of this report discusses the merits as well as some existing problems of this test and offers some suggestions at the end of the essay.
