A reflected feature space for CART

We present an algorithm for learning oblique decision trees, called HHCART(G). Our decision tree combines learning concepts from two classification trees, HHCART and Geometric Decision Tree (GDT). HHCART(G) is a simplified HHCART algorithm that uses linear structure in the training examples, captured by a modified GDT angle bisector, to define splitting directions. At each node, we reflect the training examples with respect to the modified angle bisector to align this linear structure with the coordinate axes. Searching axis parallel splits in this reflected feature space provides an efficient and effective way of finding oblique splits in the original feature space. Our method is much simpler than HHCART because it only considers one reflected feature space for node splitting. HHCART considers multiple reflected feature spaces for node splitting making it more computationally intensive to build. Experimental results show that HHCART(G) is an effective classifier, producing compact trees with similar or better results than several other decision trees, including GDT and HHCART trees.     

科技保险的困境—一个制度供求非均衡分析

现阶段，我国步入了创新驱动引领升级的关键时期，科技创新受到了整个社会的空前重视。科技保险作为分散和转移科技风险的重要手段，可以为科技创新提供有力的风险保障。目前，我国科技保险工作已经进入全面推广阶段，虽然取得了一定的成效，但整体运行并不理想，科技企业参保率低，科技保险缺失严重。究其原因，主要在于制度供给不能适应科技企业对科技保险的需求，科技保险制度供求非均衡，在现行的科技保险制度下积聚着大量的潜在利润，而这些潜在利润既是科技保险制度非均衡的原因，又是科技保险制度创新的动力。     

德语空间性状形容词的时间映射特质研究

基于认知隐喻理论，选择德语中14个表征空间性状的形容词，探究其时间映射特质。研究发现:长/短、大/小、远/近、高、深可表征时间，其余则无法表征时间。具体特质如下:存在“一维＞二维＞三维”映射维度等级；存在“长短＞远近＞高深/大小”映射宽幅等级；正向形容词比负向更易表征时间。这种映射特质主要与时空相似性、认知思维及隐喻操作有关。     

When to Make the Sensory Social: Registering in Face‐to‐Face Openings

This article analyzes naturally occurring video‐recorded openings during which participants make the sensory social through the action of registering—calling joint attention to a selected, publicly perceivable referent so others shift their sensory attention to it. It examines sequence‐initial actions that register referents for which a participant is regarded as responsible. Findings demonstrate a systematic preference organization which observably guides when and how people initiate registering sequences sensitive to ownership of, and displayed stance toward, the target referent. Analysis shows how registering an owned referent achieves intersubjectivity and puts involved participants' face, affiliation, and social relationship on the line. A video abstract is available at https://youtu.be/rNL70vawG3o     

医学生医德教育的困境及对策

医德是保证社会医疗卫生事业健康发展的一个重要因素，而关于医德方面的教育也是医学教育中的重要组成部分之一。可以说，医德教育的好坏直接关系到社会医德风尚，但是从目前的形势上来看，在我国现行的医学生医德教育中实际上是存在着许多问题的，医德教育很多时候都是在困境中前行的。因此在本文中作者在对医德教育其重要意义进行了阐释的基础上就医学生医学教育中存在的诸多问题进行了剖析，并就这些问题提出了相应的解决方案和应对策略，旨在以此为提高医学生医德教育的质量提供一定的参照和指导。     

Indigenous Psychology: Grounding Science in Culture,Why and How?

My agenda is to ground psychological science in culture by using complex rather than overly simple models of culture and using indigenous categories as criteria of a translation test to determine the adequacy of scientific models of culture. I first explore the compatibility between Chinese indigenous categories and complex models of culture, by casting in the theoretical framework of symmetry and symmetry breaking (Bolender, 2010) a series of translations performed on Fiske's (1991) relational models theory. Next, I show how the dimensional approach to culture, prevalent in mainstream psychology, fails the translation test. Ethical implications of this analysis for cross cultural psychology are discussed.     

日语“空间性状”的时间映射制约研究

日语空间性状的时间映射具有局部映射性和选择性，映射具有负向语义选择偏好；形成“水平线性空间>垂直线性空间>立体三维空间”维度制约等级。上述制约特质是时空隐喻概念相似性与语言类型特质共同驱动促成的。概念相似性是其内在驱动力，相似者易于映射，反之则受制约性强；日语的时间性特质是其负向语义选择偏好的外在驱动力。     

Binary discrimination methods for high-dimensional data with a geometric representation

Four binary discrimination methods are studied in the context of high-dimension, low sample size data with an asymptotic geometric representation, when the dimension increases while the sample sizes of the classes are fixed. We show that the methods support vector machine, mean difference, distance-weighted discrimination, and maximal data piling have the same asymptotic behavior as the dimension increases. We study the consistent, inconsistent, and strongly inconsistent cases in terms of angles between the normal vectors of the separating hyperplanes of the methods and the optimal direction for classification. A simulation study is done to assess the theoretical results.     

国家与农村关系的演变与新型危机

国家与农村之间的关系格局并非一成不变,随着社会基础的变迁会发生一系列转型。根据国家对待农村的方式以及在此基础上形成的相互关系可以发现,新中国成立以来国家与农村关系始终处于调适变动之中,具体呈现为“汲取式下沉”“汲取式悬浮”“供给式下沉”以及“供给式悬浮”四种样态。在实施乡村振兴战略过程中,国家权力在乡村社会正面临一种新型危机:“供给式悬浮”。“供给式悬浮”在基层最突出的表现便是国家惠农政策落实不力与基层政权存在脱离群众的惯性,新一轮因“供给式悬浮”带来的治理性危机很可能冲击国家基层政权的合法性,这需要引起积极反思与高度警惕。     

Priority Rules for Multi‐Task Due‐Date Scheduling under Varying Processing Costs

We study the scheduling of multiple tasks under varying processing costs and derive a priority rule for optimal scheduling policies. Each task has a due date, and a non‐completion penalty cost is incurred if the task is not completely processed before its due date. We assume that the task arrival process is stochastic and the processing rate is capacitated. Our work is motivated by both traditional and emerging application domains, such as construction industry and freelance consulting industry. We establish the optimality of Shorter Slack time and Longer remaining Processing time (SSLP) principle that determines the priority among active tasks. Based on the derived structural properties, we also propose an effective cost‐balancing heuristic policy and demonstrate the efficacy of the proposed policy through extensive numerical experiments. We believe our results provide operators/managers valuable insights on how to devise effective service scheduling policies under varying costs.