基于统计频率的文本分类特征选择算法研究*   总被引：1，自引：0，他引：1  

张俊丽  赵乃瑄  冯君 《现代图书情报技术》2008,24(11):44-48

通过分析χ2统计量（Chi-square, CHI）的缺陷和不足,针对它对低文档频的特征项不可靠,而且不能说明词条和类别的相关性的缺点,对其进行改进,提出统计频率(Statistical Frequency, SF )算法。实验结果表明,统计频率算法能够弥补这些不足,在文本分类中表现出良好的分类效果。  相似文献   

国内高校图书馆管理集成系统的选择   总被引：6，自引：0，他引：6  

张泽梅 《图书馆学研究》2006,(1):53-54,16

本文在对我国高等学校图书馆管理集成系统使用情况分析的基础上，简要介绍了几种拥有用户较多的文献信息管理系统，并据此提出高校图书馆在选择文献信息管理系统时应注重的标准、原则，指出高校图书馆管理集成系统的发展趋势。  相似文献   

Two-stage statistical language models for text database selection   总被引：2，自引：0，他引：2  

Hui Yang  Minjie Zhang 《Information Retrieval》2006,9(1):5-31

As the number and diversity of distributed Web databases on the Internet exponentially increase, it is difficult for user to know which databases are appropriate to search. Given database language models that describe the content of each database, database selection services can provide assistance in locating databases relevant to the information needs of users. In this paper, we propose a database selection approach based on statistical language modeling. The basic idea behind the approach is that, for databases that are categorized into a topic hierarchy, individual language models are estimated at different search stages, and then the databases are ranked by the similarity to the query according to the estimated language model. Two-stage smoothed language models are presented to circumvent inaccuracy due to word sparseness. Experimental results demonstrate that such a language modeling approach is competitive with current state-of-the-art database selection approaches.  相似文献   

基于支持向量机的文本自动分类试验研究     

施洁斌 《现代图书情报技术》2004,20(7):27-29

提出了将支持向量机应用于文本自动分类的研究，与常用的K-最邻近法相比，无论是对训练数据集还是测试数据集均具有一定的优势，而且不同特征选择方法对支持向量机的影响要比K-最邻近法小。此外，从研究中的不同特征选择的评价函数来看，它们对分类有一定的影响，应用X2统计进行特征选择的分类正确率最高，其次是文本证据权，而期望交叉熵的效果最差，说明特征选择在文本自动分类中也是相当重要的。  相似文献   

Setting the Students’ Bearings and Balance in Appraisal     

Barbara L. Craig 《Archival Science》2005,5(2-4):391-402

The author, a professor at the University of Toronto, touches briefly on the extensive and rich archival literature that supports the teaching of macroappraisal, but notes that this is not the only educational material she offers her students when teaching appraisal theory. She discusses the usefulness to archivists of literature from the fields of ethnography, organizational knowing, records in history, personal documentary behaviour, memory, and communications, noting that the use of texts from these fields can encourage students to reflect on their own presumptions and to develop a taste for the wide reading and research that must support appraisal.  相似文献   

Co-occurrence of adverse childhood experiences and its association with family characteristics. A latent class analysis with Dutch population data     

《Child abuse & neglect》2019

BackgroundAlthough adverse childhood experiences (ACEs) are relatively common among children, there is limited knowledge on the co-occurrence of such experiences.ObjectiveThe current study therefore investigates co-occurrence of childhood adversity in the Netherlands and whether specific clusters are more common among certain types of families.Participants and SettingRepresentative data from the Family Survey Dutch population 2018 (N = 3,128) are employed.MethodWe estimate Latent Class Analysis (LCA) models to investigate co-occurrence of ACEs. As ACEs we examine maltreatment, household dysfunction, demographic family events, as well as financial and chronic health problems. Gradual measures for maltreatment and financial problems are studied to make it possible to differentiate with regard to the severity of experiences.ResultsOur results show that four ACE clusters may be identified: ‘Low ACE’, ‘Moderate ACE: Household dysfunction’, ‘Moderate ACE: Maltreatment’ and ‘High ACE’. Regression analyses indicated that mother’s age at first childbirth and the number of siblings were related to experiencing childhood adversity. We found limited evidence for ACEs to be related to a family’s socioeconomic position.ConclusionThe found clusters of ACEs reflect severity of childhood adversity, but also the types of adversity a child experienced. For screening and prevention of childhood adversity as well as research on its consequences, it is relevant to acknowledge this co-occurrence of types and severity of adversity.  相似文献   

Finding the missing Einsteins: Expanding the breadth of cognitive and noncognitive measures used in academic services     

《Contemporary educational psychology》2020

Education researchers, policymakers, and practitioners are concerned with identifying and developing talent for students with fewer opportunities, especially students from historically marginalized groups. An emerging body of research suggests “universally screening” or testing all students, then matching those students with appropriate educational challenges, is effective in helping marginalized students. However, most tests have focused on two areas: math and verbal reasoning. We leverage three nationally representative samples of the U.S. population at different time points that include both novel cognitive measures (e.g., spatial, mechanical, and abstract reasoning) and non-cognitive measures (e.g., conscientiousness, creativity or word fluency, leadership skill, and artistic skill) to uncover which measures would improve proportional representation of marginalized groups in talent identification procedures. We find that adding spatial reasoning measures in particular—as well as other non-cognitive measures such as conscientiousness, leadership, and creativity—are worthwhile to consider for universal screening procedures for students to narrow achievement gaps at every level of education, including for gifted students. By showing that these nontraditional measures both improve proportional representation of underrepresented groups and have reasonable predictive validity, we also broaden the definition of what it means to be “gifted” and expand opportunities for students from historically marginalized groups.  相似文献   

大学生体育课项目选择及其影响因素研究     

王科飞 《洛阳师范学院学报》2004,23(5):84-86

对河南省大学生体育课项目选择和影响因素进行了调查研究 ,发现大学生的体育学习和体育课项目选择有不同特点 .文章分析了形成目前状况的原因 ,这对我们安排教学内容 ,培养授课教师 ,提高大学生上体育课的兴趣 ,形成他们良好的锻炼习惯 ,增强体质都有重要的作用 .  相似文献   

高等职业院校的发展战略选择--赴英国牛津大学研修的感悟   总被引：5，自引：2，他引：5  

王忠诚 《辽宁高职学报》2005,7(1):14-16,72

提出了高等职业院校发展战略的内涵，分析了对高等职业院校发展战略的选择需要思考的几个问题，探讨了高等职业学校发展战略的模式选择。  相似文献   

美学原则在活动义齿制作过程中的应用     

马丽  郑燕  曲晓娟 《大连大学学报》2006,27(6):90-93

义齿不仅是一件符合生物力学的实用工具,还应是一件富于美的工艺品.运用形式美学法则指导义齿修复工作,则能更完美地完成义齿修复体.作者根据自身的临床工作经验,并结合国内外学者在此领域的研究成果,从人工牙的选择、排列及固位体和基托制作等方面,对义齿在制作过程中所应用到的美学原则和操作方法加以总结和归纳,便于更好的指导临床工作.  相似文献