博弈论在邮件特征选择中的应用

特征选择在垃圾邮件过滤中起着十分重要的作用,本文分析讨论了现有邮件特征选择方法所存在的不足,并在此基础上,提出一种基于博弈论的邮件特征选择模型。该模型将博弈论应用于邮件特征选择中,以达到约减信息规模,提高垃圾邮件过滤效率的目的。在设计特征选择模型时,考虑到邮件样本自身的模糊隶属性对特征选择所产生的影响,在特征点对邮件类别的区分度定义中,通过引入由相融性度量定义的样本模糊隶属度函数,提高博弈邮件特征选择模型对实际问题的处理能力。在CDSCE语料库上的实验表明,该邮件特征选择模型的性能优于同类其他特征选择方法,验证了该邮件特征选择模型的有效性。     

Estimating the effects of network covariates on subgroup insularity with a hierarchical mixed membership stochastic blockmodel

Social networks describe the relationships and interactions among a group of individuals. In many peer relationships, individuals tend to associate more often with some members than others, forming subgroups or clusters. Subgroup structure varies across networks; subgroups may be insular, appearing distinct and isolated from one another, or subgroups may be so integrated that subgroup structure is not visually apparent, and there are numerous ways of quantifying these types of structures. We propose a new model that relates the amount of subgroup integration to network attributes, building on the mixed membership stochastic blockmodel (Airoldi et al., 2008) and subsequent work by Sweet and Zheng (2017) and Sweet et al. (2014). We explore some of the operating characteristics of this model with simulated data and apply this model to determine the relationship between teachers’ instructional practices and their classrooms’ peer network subgroup structure.     

论语言变体和语用失误之间的互相影响

第二语言习得的过程是一个自然的连续体。语言变体研究第二语言习得过程中连续体的节．属于语言习得过程的输入。语言变体由系统变体和非系统变体构成,其中又含有个体变体和语境变体。语用失误则将研究的重点放在语用上,注重语言使用者运用语言过程中出现的失误,属于语言交际过程中的输出。语用失误由语用语言失误和社会语用失误构成。两种不同的理论研究共同的对象——语言习得者,从不同的角度来研究语言的习得和使用,这就极大地丰富了语言习得和使用的内涵,对语言的学和教有着十分重要的价值。     

Increasing Vocal Variability in Children with Autism Using a Lag Schedule of Reinforcement

Variability has been demonstrated to be an operant dimension of behavior (Neuringer, 2002; Page & Neuringer, 1985). Recently, lag schedules have been used to demonstrate operant variability of verbal behavior in persons with a diagnosis of autism (e.g., Lee, McComas, & Jawor, 2002). The current study evaluated the effects of a Lag 1 schedule on the vocal variability of 2 nonverbal children with a diagnosis of autism. Results showed systematic increases in variability during the Lag 1 schedule. Implications of lag schedules for speech and language training are discussed.     

Hard and Soft Commitments to Human Rights Treaties, 1966–20001

What factors determine whether and how deeply countries will commit to the international human rights regime? Using data for up to 142 countries between 1966 and 2000, this article analyzes patterns of membership to the International Human Rights Covenants. The analysis produced two main conclusions. First, the potential costs associated with joining a treaty, rather than its substantive content, motivates the decision to join. Treaties that protect different rights but establish comparable implementation mechanisms exhibit similar patterns of membership, whereas treaties that protect identical rights but establish different implementation provisions exhibit dissimilar patterns of membership. Second, rates of treaty membership differ by level of commitment. Countries that sign human rights treaties differ from countries that ratify. Results are interpreted with respect to four theories of commitment and compliance: realism, liberalism, constructivism, and sociological institutionalism. Theories that emphasize the importance of a treaty’s costs (realism and institutionalism) fare better than theories that prioritize a treaty’s content (liberalism and constructivism).     

区域性农村妇女土地权益保护的实证研究--以福建省宁德市为例

随着农村改革的逐步推进,农村妇女的土地权益保护显得日益重要,2014年中央一号文件也明确要求“切实维护妇女的土地承包权益”。通过采取问卷调查、实地走访的形式,了解宁德市农村妇女的土地权益状况和司法审判状况,分析存在的问题,指出可以由地方政府、人大或人大常委会规范集体成员资格认定的具体标准,同时加强对村规民约的指导、监督,强化司法救济,实现对妇女土地权益的最大限度保护。     

健全党员能进能出机制问题研究

中国共产党的党员能进能出机制,是党在领导中国革命、建设和改革开放的历程中形成和建立起来的,是我们党健康发展的重要条件。《中国共产党发展党员工作细则》更是首次提出慎重均衡发展中共党员。但目前,一些地方的做法与当前党员队伍建设面临的新形势、新情况还存在不相适应的地方,仍然存在党员入口把关不严、党员教育流于形式、党员监督管理虚化弱化、不合格党员处置相对偏软等问题。为此,我们应当从严把入口、强化监管、畅通出口等方面着手,健全党员队伍的进出口机制,保持党的先进性和纯洁性,增强党组织的战斗力。     

Simultaneous decomposition of the variance by sources and subgroups – new insights

There are two types of decompositions: of linear combinations of random variables into contributions of individual variables (sources) and associations between them, and of populations into contributions of their subpopulations. Simultaneous treatment of the two types is called for, which takes into account the correlations between sources within subpopulations and between subpopulation means. The expected values of the subcomponents are derived and their sensitivity to correlations among sources within groups and among source group means is conducted. An example is provided, in which the correlations contribute 20--25% to total variability. This additional information is hidden when decompositions are not simultaneous.     

Sense of School Membership and Associated Academic and Psychological Outcomes in Post-Institutionalized Adopted High School Students

Research highlights lasting cognitive and academic challenges in youth internationally adopted from institutional care. However, there is a lack of research examining internationally adopted students' sense of membership at school and associated academic and psychological outcomes. The current study measured sense of school membership and academic and psychological outcomes in post-institutionalized internationally adopted high school students (n = 29) compared to adolescents internationally adopted from foster care (n = 28) and non-adopted adolescents (n = 32). Post-institutionalized males had a lower sense of school membership than males adopted from foster care or non-adopted males. Group differences in school membership were mediated by academic achievement and psychological well-being.     

Checkbooks in the Heartland: Change over Time in Voluntary Association Membership

Numerous scholars documented declines in America's social capital through the mid‐1990s but we do not know whether the trend has continued. Further, despite warnings by Robert Putnam and Theda Skocpol that the quality of Americans' voluntary association memberships has also deteriorated—moving from active, “face‐to‐face” memberships to passive, “checkbook” memberships—data have not been available to test this claim. In this article, we use both the Iowa Community Survey and the General Social Survey to explore the changing nature of voluntary association membership between 1994 and 2004. We demonstrate that not only are declines in voluntary association memberships continuing in the new century but there has been a shift in the intensity of voluntary association participation over time. We observe a decline in active membership over time and an increase in checkbook membership over time. These findings provide support for Putnam's claim that checkbook membership is increasing at the expense of more active types of memberships.