A Bayesian Based Chinese Essay Scoring System
碩士 === 國立交通大學 === 資訊科學與工程研究所 === 94 === This paper proposes an efficient method based on Bayesian Theorem to score Chinese essay according to the direct and indirect features of an essay. It includes words, nouns, themes, oral writing, average number of words of a section and concepts of an essay. I...
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2006
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| Online Access: | http://ndltd.ncl.edu.tw/handle/75201197728291511516 |
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ndltd-TW-094NCTU53941692016-05-27T04:18:54Z http://ndltd.ncl.edu.tw/handle/75201197728291511516 A Bayesian Based Chinese Essay Scoring System 基於貝氏機器學習法之中文自動作文評分系統 林信宏 碩士 國立交通大學 資訊科學與工程研究所 94 This paper proposes an efficient method based on Bayesian Theorem to score Chinese essay according to the direct and indirect features of an essay. It includes words, nouns, themes, oral writing, average number of words of a section and concepts of an essay. In this study, we determined the holistic and paragraphic score of a testing data firstly. Subsequently calculate the grade of the testing data by integrating the relation of holistic and paragraphic score. Experimental results show that our approach compares favorably with some other Automatic Chinese Essay Scoring (ACES) systems. Chia-Hoang Li 李嘉晃 2006 學位論文 ; thesis 29 zh-TW |
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碩士 === 國立交通大學 === 資訊科學與工程研究所 === 94 === This paper proposes an efficient method based on Bayesian Theorem to score Chinese essay according to the direct and indirect features of an essay. It includes words, nouns, themes, oral writing, average number of words of a section and concepts of an essay. In this study, we determined the holistic and paragraphic score of a testing data firstly. Subsequently calculate the grade of the testing data by integrating the relation of holistic and paragraphic score. Experimental results show that our approach compares favorably with some other Automatic Chinese Essay Scoring (ACES) systems.
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| author2 |
Chia-Hoang Li |
| author_facet |
Chia-Hoang Li 林信宏 |
| author |
林信宏 |
| spellingShingle |
林信宏 A Bayesian Based Chinese Essay Scoring System |
| author_sort |
林信宏 |
| title |
A Bayesian Based Chinese Essay Scoring System |
| title_short |
A Bayesian Based Chinese Essay Scoring System |
| title_full |
A Bayesian Based Chinese Essay Scoring System |
| title_fullStr |
A Bayesian Based Chinese Essay Scoring System |
| title_full_unstemmed |
A Bayesian Based Chinese Essay Scoring System |
| title_sort |
bayesian based chinese essay scoring system |
| publishDate |
2006 |
| url |
http://ndltd.ncl.edu.tw/handle/75201197728291511516 |
| work_keys_str_mv |
AT línxìnhóng abayesianbasedchineseessayscoringsystem AT línxìnhóng jīyúbèishìjīqìxuéxífǎzhīzhōngwénzìdòngzuòwénpíngfēnxìtǒng AT línxìnhóng bayesianbasedchineseessayscoringsystem |
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