A reinforcement learning approach to personalized learning recommendation systems

Personalized learning refers to instruction in which the pace of learning and the instructional approach are optimized for the needs of each learner. With the latest advances in information technology and data science, personalized learning is becoming possible for anyone with a personal computer, supported by a data-driven recommendation system that automatically schedules the learning sequence. The engine of such a recommendation system is a recommendation strategy that, based on data from other learners and the performance of the current learner, recommends suitable learning materials to optimize certain learning outcomes. A powerful engine achieves a balance between making the best possible recommendations based on the current knowledge and exploring new learning trajectories that may potentially pay off. Building such an engine is a challenging task. We formulate this problem within the Markov decision framework and propose a reinforcement learning approach to solving the problem.     

Gender‐specific factors associated with the suicidal ideation of children in Taiwan: A large‐scale cross‐sectional study

We examined the relationship between suicidal ideation (SI) and the depressed mood, life stress and parenting styles in children. A large‐scale survey was conducted including 5328 children from 65 elementary schools in Taiwan. SI was measured by asking children if any suicidal thoughts had occurred in the previous month. A series of regression models was analysed separately for male and female students. Compared with boys, girls demonstrated a higher proportion of SI. Among boys, SI was significantly associated with a high level of perceived environmental stress (adjusted odds ratio [aOR] = 2.61), a high degree of depressed mood (aOR = 2.39), authoritative (aOR = 1.72) and authoritarian (aOR = 2.53) parenting styles and two or more life‐stress events (aOR = 1.45). A high level of perceived environmental stress (aOR = 2.09), a high degree of depressed mood (aOR = 2.89) and an authoritarian parenting style (aOR = 1.76) were significantly associated with the SI in girls. Gender‐specific interventions aimed at preventing SI must enhance support systems at school and at home, particularly for students who suffer from a high degree of stress and depressed mood, and are subjected to an authoritarian parenting style.     

个体关于加工流畅性的信念对字体大小效应的影响

本研究考察个体关于加工流畅性的信念对学习判断(Judgment of learning, 简称JOL)的影响, 探讨字体大小效应的产生机制。研究通过两个实验分别考察个体关于“字体大小影响加工流畅性” (实验1)以及“加工流畅性影响记忆效果” (实验2)等信念对字体大小效应的影响。结果发现: 1)当人们相信大字体更流畅(实验1)或者越流畅越好记(实验2)时, 他们在大字体项目上的JOL值显著高于小字体项目上的JOL值; 2)当人们相信小字体更流畅(实验1)或者流畅性与记忆无关(实验2)时, 他们在大字体和小字体项目上的JOL值无显著差异, 字体大小效应消失。上述结果表明, 个体关于加工流畅性的信念是字体大小效应产生的重要原因, 是人们进行学习判断的重要线索。     

New Professional Roles and Advocacy Strategies for School Counselors: A Multicultural/Social Justice Perspective to Move Beyond the Nice Counselor Syndrome

The transformed role of school counselors as advocates is key in reducing the academic achievement gap. Redefining the school counselors' role requires culturally competent practitioners, social justice advocates, and organizational/social change agents. A major obstacle to implementing culturally responsive social justice advocacy and change in schools is referred to as the nice counselor syndrome (NCS). This article discusses the insidious effects of NCS and outlines a set of recommendations designed to assist school counselors in moving beyond this syndrome.     

媒体信任与现代公民文化的成长——影响公民文化成长与培育的媒体信任因素探析

本文以南京市的实证调查为研究个案,通过公民对媒体的信任程度与公民文化之间的方差分析与多元回归分析,描述公民对媒体的信任程度与公民文化成长的关联.媒体是现代社会传播政治知识、培育现代公民文化的重要社会力量,提升公民对媒体的信任度是促进公民文化培育的可行途径之一.     

汉语颠倒词加工中重复知盲发生的水平

以汉语中的颠倒词为材料, 探讨汉语重复知盲的发生水平。采用RSVP方式呈现包含颠倒词对(C1和C2)的句子列表或词语列表, 让被试对列表中的词进行全部报告或报告是否存在重复词, 记录报告C2的正确率。三个实验采用3 (词语的重复性: 颠倒重复、完全重复、不重复) × 2 (颠倒词对的意义相似性: 意义不同、意义相似)两因素被试内设计, 结果在全部报告和报告是否存在重复词的实验中都出现重复性和意义相似性的交互效应, 但不同实验任务, 数据模式不同。该结果表明, 在RSVP任务中, 汉语颠倒词加工存在RB效应, 该效应产生的水平受制于不同的实验任务, 在部分报告任务中, 颠倒词的RB效应发生在知觉水平, 在全部报告任务中, 颠倒词的RB效应发生在语义水平。     

不同特征维度下ADHD儿童的任务切换特点

本研究采用双向刺激设置,通过操纵两实验的特征维度,以考察任务维度对ADHD儿童任务切换的影响。结果发现,在两个实验中,相对于正常组儿童,ADHD儿童在任务切换上都表现出缺损。当注意维度相同时,ADHD儿童在固定顺序上的切换损耗大于随机顺序,但在跨维度任务中,ADHD儿童在固定顺序上的切换损耗则小于随机顺序,这与正常儿童的表现模式不一致。该结果表明,工作记忆会对ADHD儿童产生影响,但这取决于任务的特征维度是否一致。     

活体肝移植供者心理社会方面问题的研究进展

活体肝移植供者心理社会方面问题的主要研究进展为：多数供者与受者之间有血缘关系,或者有亲密的情感联系;供者有利他主义动机;供者术后有短期健康相关生存质量下降,但术后1年之内可恢复正常。     

中文词汇切分对眼动数据的影响

该研究使用眼动研究中的“边界”技术范式,材料中的关键词为前两个字为双字词的三字词,如“服务员”,和非三字词,如“服务体”,考察可能存在的中文词汇切分策略对眼动时间指标的影响。实验使用2×2被试内设计,第一个因素是三字词的词频：高频和低频,第二个因素为不同词频条件下的非三字词基线。实验结果是三字词预视条件下的注视时间短于非三字词预视条件下的注视时间。结果表明自然阅读中的词汇切分策略确实存在,并且可以在眼动的时间指标上表现出来,结果还暗示在词汇切分过程中,读者在心理词典中对三字词的搜索是必需的过程。     

纳西族驱瘟疫鬼仪式分析

仪式研究是纳西族东巴教中的一个重要领域.东巴教仪式繁多而复杂,总体上可分为三大类:祭神与祭祖、超度、驱鬼.驱瘟疫鬼仪式是驱鬼仪式中较独特的一种,本文在实地调查及采访纳西族祭司--东巴的基础上,对驱瘟疫鬼仪式中的一些要素作初步的文化分析.