| 一种改进的决策树算法及其在高校学生就业中的应用 |
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| 引用本文： | 金莹.一种改进的决策树算法及其在高校学生就业中的应用[J].合肥学院学报(自然科学版),2010,20(2):28-31,53. |
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| 作者姓名： | 金莹 |
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| 作者单位： | 合肥工业大学,计算机与信息学院,合肥,230009;合肥学院,管理系,合肥,230601 |
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| 基金项目： | 安徽高等学校省级自然科学研究项目 |
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| 摘 要： | 随着高等学校的招生规模扩大,大学生就业难度不断加大,就业形势严峻.从学生的实际就业信息出发,结合贝叶斯模型,提出一种改进的决策树C4.5算法,对学生就业相关的数据进行挖掘,为就业指导提供决策依据,促进大学生就业.
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| 关 键 词： | 决策树 贝叶斯模型 就业 |
Research and Application of the Employment of College Students Based on Bayes Decision-Tree Algorithm |
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| JIN Ying.Research and Application of the Employment of College Students Based on Bayes Decision-Tree Algorithm[J].Journal of Hefei University :Natural Sciences,2010,20(2):28-31,53. |
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| Authors: | JIN Ying |
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| Institution: | JIN Ying(1.School of Computer and Information,Hefei University of Technology,Hefei 230009;2.Department of Management,Hefei University,Hefei 230601,China) |
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| Abstract: | With the expansion of colleges and universities enrollment,the employment of university graduates is becoming difficult,the situation is grim.According to the actual student employment information,this paper uses an improved C4.5 decision-tree algorithm combination of Bayes model,mining the student employment-related data,and decision-making for the provision of careers guidance to promote the employment of college students. |
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| Keywords: | decision-trees Bayes Model employment |
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