Tracking user-role evolution via topic modeling in community question answering     

Chaogang Fu 《Information processing & management》2019,56(6):102075

Community question answering (CQA) services that enable users to ask and answer questions are popular on the internet. Each user can simultaneously play the roles of asker and answerer. Some work has aimed to model the roles of users for potential applications in CQA. However, the dynamic characteristics of user roles have not been addressed. User roles vary over time. This paper explores user representation by tracking user-role evolution, which could enable several potential applications in CQA, such as question recommendation. We believe this paper is the first to track user-role evolution and investigate its influence on the performance of question recommendation in CQA. Moreover, we propose a time-aware role model (TRM) to effectively track user-role evolution. With different independence assumptions, two variants of TRM are developed. Finally, we present the TRM-based approach to question recommendation, which provides a mechanism to naturally integrate the user-role evolution with content relevance between the answerer and the question into a unified probabilistic framework. Experiments using real-world data from Stack Overflow show that (1) the TRM is valid for tracking user-role evolution, and (2) compared with baselines utilizing role based methods, our TRM-based approach consistently and significantly improves the performance of question recommendation. Hence, our approach could enable several potential applications in CQA.  相似文献   

政府数据开放中的公众参与模式:理论构建与案例实证     

陈朝兵  简婷婷 《图书情报工作》2020,64(22):58-68

[目的/意义] 探讨政府数据开放中公众参与的理论模式，旨在指导政府部门有效实现公众参与数据开放的政策目标，以及推进政府数据开放中公众参与议题的研究进展。[方法/过程] 采用文献分析法、逻辑分析法和案例分析法，同时以公众参与阶梯理论作为分析工具，构建并实证政府数据开放中的公众参与模式。[结果/结论] 政府数据开放中的公众参与可从理论层面构建为告知型参与、咨询型参与、合作型参与和授权型参与4种模式，其核心涵义分别是政府向公众传达信息、政府咨询公众意见、政府与公众平等合作、政府与公众共同治理。这4种政府数据开放公众参与理论模式一方面在政府意图、主导力量、信息流动、公众信息知晓度和公众自治程度方面存在明显的特征差异，另一方面从国内外政府数据开放公众参与实践案例中获得良好的经验支持。  相似文献   

Digital Module 07: Subscores: Evaluation and Reporting https://ncme.elevate.commpartners.com     

Sandip Sinharay 《Educational Measurement》2019,38(3):114-115

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Professional knowledge or motivation? Investigating the role of teachers’ expertise on the quality of technology-enhanced lesson plans     

《Learning and Instruction》2020

In an expertise study with 94 mathematics teachers varying in their relative teacher expertise (i.e., student teachers, trainee teachers, in-service teachers), we examined effects of teachers' professional knowledge and motivational beliefs on their ability to integrate technology within a lesson plan scenario. Therefore, we assessed teachers' professional knowledge (i.e., content knowledge, pedagogical content knowledge, technological knowledge), and their motivational beliefs (i.e., self-efficacy, utility-value). Furthermore, teachers were asked to develop a lesson plan for introducing the Pythagorean theorem to secondary students. Lesson plans by advanced teachers (i.e., trainee teachers, in-service teachers) comprised higher levels of instructional quality and technology exploitation than the ones of novice teachers (i.e., pre-service teachers). The effect of expertise was mediated by teachers' perceived utility-value of educational technology, but not by their professional knowledge. These findings suggest that teachers’ motivational beliefs play a crucial role for effectively applying technology in mathematics instruction.  相似文献   

大学英语教学应重视交互式教学模式   总被引：9，自引：0，他引：9  

雷蔚茵 《天水师范学院学报》2003,23(3):89-91

交互式教学模式是教学中经常使用的一种方法。这种教学模式有利于调动学生学习语言的积极性、主动性和创造性 ,提高学生的语言表达能力。国外采用自主和交互式教学模式培养学生的一些成功事例 ,为我国外语教学在培养外语人才提供了有益的启示。  相似文献   

物理模型与股票投资     

李勇英 《天水师范学院学报》2003,23(2):60-61

股票投资的方法很多，建立物理模型进行投资是一种简明有效的方法，使用金字塔模型和平衡理论对股票进行操作，能把握最佳投资机会。  相似文献   

异化理论与媒介批判   总被引：4，自引：0，他引：4  

栾轶玫 《国际新闻界》2003,(3)

本文从马克思的“异化理论”与卢卡奇的“物化理论”出发 ,对媒介批判的内容与目的进行了反思 ,提出媒介批判的内容应涉及“媒介产品的异化”、“媒介活动本身的异化”、“媒介组织与媒介从业者的异化”、“媒介组织与其他参照物之间的异化”等诸多层面 ,媒介批判的目的就是从当今社会媒介的异化现象出发 ,找寻媒介“扬弃异化”的方法与途径 ,在批判与超越中使人们逐渐摆脱被自己创造物“奴役”的状况 ,从而实现社会个体与社会整体的自由发展与全面进步。  相似文献   

国外优秀运动员退役后的角色转换:理论与实践   总被引：10，自引：1，他引：9  

黄志剑  卢骏 《湖北体育科技》2003,22(3):287-289

较全面地介绍了国外运动心理学在优秀运动员退役后角色转换及其后人生发展领域内的理论研究及这些理论在实践中的应用情况。为我国运动心理学今后在这方面的深入研究以及竞技体育体制改革实践提供借鉴。  相似文献   

The impact of digital technology on archival science     

Luciana Duranti 《Archival Science》2001,1(1):39-55

Archival science is to be regarded as a system. The properties of that system can be investigated and integrated. The methodology to do so has been tested in two research projects which are presented in this article as examples of the way in which the view of archival science as a system supports the development of new knowledge and as a demonstration of the stability of archival theory. This article presupposes that the archival discipline is also a “science”. Many have argued against the idea on the basis of a common perception that a science is a type of study entirely objective by virtue of the rigorous manner in which it is carried out and the restricted range of topics to which it applies. In fact, the activity of science is based upon a complex framework of assumptions that make it possible for the landscape of the scientific endeavour to be redrawn over time, and, while striving towards objectivity, considers it to be an unattainable ideal.  相似文献   

对社区体育的几点思考   总被引：6，自引：0，他引：6  

李云林 《浙江体育科学》2001,23(3):4-5

社区体育是指在街道办事处的辖区内，以自然环境和体育设施为物质基础，以全体社区成员为主要对象，为满足社区成员的体育需求，增进社成员的身心健康和和谐关系，增强社区居民的舒适感、亲切感、明感，就地就近就便开展的区域性群众体育。社区体育作为基本公共服务的重要内客，作为城市明程度和居民生活质量提高的标志，作为社区建设的重要窗口和载体，则愈来愈显示其特有的功能。  相似文献