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Factors Influencing Student Satisfaction with the Fieldwork Course in LIS in South Korea 影响韩国LIS学生实地考察课程满意度的因素
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.2.3
Sung-Jong Cha, K. Bae
This study attempts to draw the implications of student satisfaction with fieldwork courses in the library and information science (LIS) program in South Korea by determining the level of satisfaction experienced by students with practicums at a library and information service agency. LIS students with fieldwork experience were surveyed to assess their satisfaction and the factors affecting their satisfaction. Results from a multiple regression analysis revealed that from among factors of practicum settings, major-related attributes, and general attributes of respondents, “satisfaction with majors” and “interpersonal relationships” had a significant effect on satisfaction with practicums. Examining the six components of satisfaction with the course revealed that “practicum program” and “practicum setting” had a significant relationship with overall satisfaction. A selective intervention program to improve satisfaction with the course needs to be developed based on factors influencing overall satisfaction, focusing on “interpersonal relationship” and “satisfaction with majors.”
本研究试图通过确定学生在图书馆和信息服务机构实习的满意度水平,得出学生对韩国图书馆和信息科学(LIS)项目实地工作课程满意度的影响。本研究对有实习经验的学生进行问卷调查,评估其满意度及影响其满意度的因素。多元回归分析结果显示,在实习环境、专业相关属性和一般属性因素中,“专业满意度”和“人际关系”对实习满意度有显著影响。考察课程满意度的六个组成部分,发现“实习计划”和“实习环境”与总体满意度有显著关系。针对影响整体满意度的因素,以“人际关系”和“专业满意度”为重点,制定选择性干预方案,提高学生对课程的满意度。
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引用次数: 0
Empirical Comparison of Word Similarity Measures Based on Co-Occurrence, Context, and a Vector Space Model 基于共现、语境和向量空间模型的词相似度度量的实证比较
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.2.1
Natsuki Kadowaki, Kazuaki Kishida
Word similarity is often measured to enhance system performance in the information retrieval field and other related areas. This paper reports on an experimental comparison of values for word similarity measures that were computed based on 50 intentionally selected words from a Reuters corpus. There were three targets, including (1) co-occurrence-based similarity measures (for which a co-occurrence frequency is counted as the number of documents or sentences), (2) context-based distributional similarity measures obtained from a latent Dirichlet allocation (LDA), nonnegative matrix factorization (NMF), and Word2Vec algorithm, and (3) similarity measures computed from the tf-idf weights of each word according to a vector space model (VSM). Here, a Pearson correlation coefficient for a pair of VSM-based similarity measures and co-occurrence-based similarity measures according to the number of documents was highest. Group-average agglomerative hierarchical clustering was also applied to similarity matrices computed by individual measures. An evaluation of the cluster sets according to an answer set revealed that VSMand LDA-based similarity measures performed best.
在信息检索领域和其他相关领域,经常测量单词相似度以提高系统性能。本文报道了一个基于50个有意从路透社语料库中选择的词计算的词相似度度量值的实验比较。有三个目标,包括(1)基于共现的相似度度量(共现频率计算为文档或句子的数量),(2)基于潜在狄利克雷分配(LDA),非负矩阵分解(NMF)和Word2Vec算法获得的基于上下文的分布相似度度量,以及(3)根据向量空间模型(VSM)从每个单词的tf-idf权重计算的相似度度量。在这里,一对基于vsm的相似性度量和根据文档数量基于共发生的相似性度量的Pearson相关系数最高。群体平均聚类分层聚类也应用于个体测度计算的相似矩阵。根据答案集对聚类集进行评估显示,基于VSMand lda的相似性度量表现最好。
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引用次数: 1
How Can We Preserve Social Memories?: Exploration of Global Open Archives 我们如何保存社会记忆?:全球开放档案探索
Q3 Social Sciences Pub Date : 2019-11-06 DOI: 10.1633/JISTAP.2019.7.3.4
Ju-Yeon Gang, Geon Kim, Hyo-Jung Oh
Until now, records re-enacting social memories have not been main targets for preservation and management in Korea. However, people have recently begun to focus on forming and maintaining their memories because these personalized records have started to be recognized as social and political issues. In this respect, this study aims to find out how to preserve social memories by comparing various global open archives. For achieving our research goal, we first established the definition of social memories and records and revealed their characteristics. After then, we selected representative open archives’ websites to examine their collection polices and compare them according to several criteria. As a result, we distilled insights based on similarities and differences of each archive and discussed considerations in preserving social memories consisting of three phases: analyzing target social memories, establishing collection policies, and collecting actual records. This study has significance in that it examines the characteristics of social memories and records and also suggests preliminary findings for advanced research to develop practical tools for social records management and archives.
到目前为止,再现社会记忆的记录并不是保存和管理的主要对象。然而,人们最近开始关注记忆的形成和维持,因为这些个性化的记录开始被认为是社会和政治问题。在这方面,本研究旨在通过比较各种全球开放档案,找出如何保存社会记忆。为了实现我们的研究目标,我们首先建立了社会记忆和记录的定义,并揭示了它们的特征。之后,我们选取了具有代表性的开放档案网站,考察其收集政策,并根据几个标准进行比较。因此,我们根据每个档案的异同提炼出见解,并讨论了保存社会记忆的注意事项,包括三个阶段:分析目标社会记忆、建立收集策略和收集实际记录。本研究对社会记忆和社会档案的特征进行了探讨,并为进一步的研究提供了初步的发现,以开发实用的社会档案管理工具。
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引用次数: 1
Analyzing Learners Behavior and Resources Effectiveness in a Distance Learning Course: A Case Study of the Hellenic Open University 远程学习课程中学习者行为与资源有效性分析——以希腊开放大学为例
Q3 Social Sciences Pub Date : 2019-09-01 DOI: 10.1633/JISTAP.2019.7.3.1
Nikolaos S. Alachiotis, E. C. Stavropoulos, Vassilios S. Verykios
Learning analytics, or educational data mining, is an emerging field that applies data mining methods and tools for the exploitation of data coming from educational environments. Learning management systems, like Moodle, offer large amounts of data concerning students’ activity, performance, behavior, and interaction with their peers and their tutors. The analysis of these data can be elaborated to make decisions that will assist stakeholders (students, faculty, and administration) to elevate the learning process in higher education. In this work, the power of Excel is exploited to analyze data in Moodle, utilizing an e-learning course developed for enhancing the information computer technology skills of school teachers in primary and secondary education in Greece. Moodle log files are appropriately manipulated in order to trace daily and weekly activity of the learners concerning distribution of access to resources, forum participation, and quizzes and assignments submission. Learners’ activity was visualized for every hour of the day and for every day of the week. The visualization of access to every activity or resource during the course is also obtained. In this fashion teachers can schedule online synchronous lectures or discussions more effectively in order to maximize the learners’ participation. Results depict the interest of learners for each structural component, their dedication to the course, their participation in the fora, and how it affects the submission of quizzes and assignments. Instructional designers may take advice and redesign the course according to the popularity of the educational material and learners’ dedication. Moreover, the final grade of the learners is predicted according to their previous grades using multiple linear regression and sensitivity analysis. These outcomes can be suitably exploited in order for instructors to improve the design of their courses, faculty to alter their educational methodology, and administration to make decisions that will improve the educational services provided.
学习分析或教育数据挖掘是一个新兴领域,它应用数据挖掘方法和工具来利用来自教育环境的数据。像Moodle这样的学习管理系统提供了大量关于学生活动、表现、行为以及与同龄人和导师互动的数据。对这些数据的分析可以进行详细阐述,以做出有助于利益相关者(学生、教师和管理人员)提升高等教育学习过程的决策。在这项工作中,利用Excel的功能来分析Moodle中的数据,利用为提高希腊中小学教师的信息计算机技术技能而开发的电子学习课程。对Moodle日志文件进行适当的操作,以便跟踪学习者每天和每周的活动,包括访问资源的分布、论坛的参与、测验和作业的提交。学习者的活动在一天中的每小时和一周中的每一天都是可视化的。课程中每个活动或资源的可视化访问也得到了实现。在这种方式下,教师可以更有效地安排在线同步讲座或讨论,以最大限度地提高学习者的参与度。结果描述了学习者对每个结构组件的兴趣,他们对课程的投入,他们对论坛的参与,以及它如何影响提交测验和作业。教学设计师可以根据教材的受欢迎程度和学习者的奉献精神,听取建议并重新设计课程。此外,根据学习者之前的成绩,采用多元线性回归和灵敏度分析来预测学习者的最终成绩。这些结果可以适当地利用,以便教师改进他们的课程设计,教师改变他们的教育方法,管理部门做出决定,以改善所提供的教育服务。
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引用次数: 6
Fake News in Social Media: Bad Algorithms or Biased Users? 社交媒体中的假新闻:糟糕的算法还是有偏见的用户?
Q3 Social Sciences Pub Date : 2019-06-01 DOI: 10.1633/JISTAP.2019.7.2.4
Franziska Zimmer, Katrin Scheibe, M. Stock, Wolfgang G. Stock
Although fake news has been present in human history at any time, nowadays, with social media, deceptive information has a stronger effect on society than before. This article answers two research questions, namely (1) Is the dissemination of fake news supported by machines through the automatic con...
虽然假新闻在人类历史上任何时候都存在,但如今,随着社交媒体的发展,虚假信息对社会的影响比以前更大。本文回答了两个研究问题,即:(1)假新闻的传播是由机器通过自动欺骗来支持的吗?
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引用次数: 43
Unified Psycholinguistic Framework: An Unobtrusive Psychological Analysis Approach towards Insider Threat Prevention and Detection 统一的心理语言学框架:内部威胁预防和检测的一种不显眼的心理分析方法
Q3 Social Sciences Pub Date : 2019-03-01 DOI: 10.1633/JISTaP.2019.7.1.5
Jin-Cheon Na, S. Duraisamy, Sang-Sang Tan
An insider threat is a threat that comes from people within the organization being attacked. It can be described as a function of the motivation, opportunity, and capability of the insider. Compared to managing the dimensions of opportunity and capability, assessing one’s motivation in committing malicious acts poses more challenges to organizations because it usually involves a more obtrusive process of psychological examination. The existing body of research in psycholinguistics suggests that automated text analysis of electronic communications can be an alternative for predicting and detecting insider threat through unobtrusive behavior monitoring. However, a major challenge in employing this approach is that it is difficult to minimize the risk of missing any potential threat while maintaining an acceptable false alarm rate. To deal with the trade-off between the risk of missed catches and the false alarm rate, we propose a unified psycholinguistic framework that consolidates multiple text analyzers to carry out sentiment analysis, emotion analysis, and topic modeling on electronic communications for unobtrusive psychological assessment. The user scenarios presented in this paper demonstrated how the trade-off issue can be attenuated with different text analyzers working collaboratively to provide more comprehensive summaries of users’ psychological states.
内部威胁是来自被攻击组织内部人员的威胁。它可以被描述为内部人员的动机、机会和能力的函数。与管理机会和能力的维度相比,评估一个人实施恶意行为的动机对组织构成了更大的挑战,因为它通常涉及一个更突兀的心理检查过程。现有的心理语言学研究表明,电子通信的自动文本分析可以通过不引人注目的行为监控来预测和检测内部威胁。然而,采用这种方法的一个主要挑战是,在保持可接受的误报率的同时,很难将错过任何潜在威胁的风险最小化。为了处理漏抓风险和误报率之间的权衡,我们提出了一个统一的心理语言学框架,该框架整合了多个文本分析器,对电子通信进行情感分析、情感分析和主题建模,以进行低调的心理评估。本文中提供的用户场景演示了如何通过不同的文本分析器协同工作来减轻权衡问题,从而提供更全面的用户心理状态摘要。
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引用次数: 5
Estimating the Impacts of Investment in a National Open Repository on Funded Research Output in South Korea 评估韩国国家开放知识库投资对资助研究产出的影响
Q3 Social Sciences Pub Date : 2019-01-01 DOI: 10.1633/JISTAP.2019.7.1.4
Hyekyoung Hwang, T. Seo, Yong-Hee Han, Sung-Seok Ko
Open access is a paradigm whereby the electronic versions of scholarly publications are made freely accessible without any restrictions. It is actively promoted globally and is also promoted domestically in accordance with this global trend. However, there is a growing need to evaluate existing activities and to seek policies for the steady spread of open access. This study examines the necessity of switching to a national repository from existing institutional repositories through policy direction analysis of open repositories. We examined domestic open access policies by analysing various overseas cases and the situation in South Korea. Finally, we determined the validity of investment in a national repository by analysing its social and economic impacts using the modified Solow-Swan model. The main parameters for applying the modified Solow-Swan model were estimated, and the domestic research and development expenditure was predicted via a regression method. Then, we applied a range of rate of returns to research and development (10% to 50%) to various scenarios and examined the effects of increasing accessibility and efficiency by 1% to 10%. We found that the implementation of a national open access repository in South Korea would have a substantial impact (to the tune of 147 billion won), without considering the potential costs of such a repository. Based on the estimates of the social and economic impact of a national repository, the implementation of a national open access repository in South Korea is economically viable. Besides having beneficial social and economic impacts, a national repository is expected to enhance awareness of open access among Korean researchers and institutions.
开放获取是一种范式,在这种范式中,学术出版物的电子版本可以不受任何限制地自由获取。它在全球范围内积极推广,在国内也根据这一全球趋势进行推广。然而,越来越需要评估现有的活动,并寻求政策以稳定地推广开放获取。本研究通过对开放资源库的政策方向分析,考察了从现有机构资源库转向国家资源库的必要性。我们通过分析不同的海外案例和韩国的情况来研究国内的开放获取政策。最后,我们通过使用改进的索洛-斯旺模型分析其社会和经济影响来确定国家储存库投资的有效性。对应用修正的索洛-斯旺模型的主要参数进行了估计,并通过回归方法对国内研发支出进行了预测。然后,我们将研究和开发的回报率范围(10%至50%)应用于各种场景,并检查了将可达性和效率提高1%至10%的影响。我们发现,在不考虑这种存储库的潜在成本的情况下,在韩国实施国家开放存取存储库将产生重大影响(总计1470亿韩元)。根据对国家资源库的社会和经济影响的估计,在韩国实施国家开放获取资源库在经济上是可行的。除了具有有益的社会和经济影响外,国家资源库还有望提高韩国研究人员和机构对开放获取的认识。
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引用次数: 1
Information Systems in Interdisciplinary Research: Analytic and Holistic Ways to Access Information Science Knowledge 跨学科研究中的信息系统:获取信息科学知识的分析和整体方法
Q3 Social Sciences Pub Date : 2019-01-01 DOI: 10.1633/JISTAP.2019.7.2.1
Volkmar P. Engerer
The paper explores how information science knowledge can be used systematically in digital, interdisciplinary research settings and gives a conceptual analysis of the relationship between information science knowledge as donor and other research as receiver in an interdisciplinary project environment. The validity of the approach is demonstrated by the author’s work on the project “The Primacy of Tense: A. N. Prior Now and Then.” The study proposes a hybrid approach, combining analysis and synthesis. The analytical component identifies information systems, assigns an information system type to them, and accesses the information science knowledge associated with that type. The synthetic part focuses on the connections between information systems according to the receiver discipline’s practices. The paper makes explicit the actions of experienced information professionals, thereby making their expertise accessible to others. The analytical and synthetic strategies are explained by linking them to two modes of researchers in the receiver discipline, how they act as researchers and what they know about it. The paper offers information professionals concrete assistance with identification of the appropriate strategy for accessing professional knowledge and taking appropriate actions and development decisions.
本文探讨了如何在数字化、跨学科的研究环境中系统地使用信息科学知识,并对作为捐助者的信息科学知识和作为接受者的其他研究在跨学科项目环境中的关系进行了概念分析。该方法的有效性通过作者在“时态的首要性:A. N. Prior Now and Then”项目中的工作得到了证明。本研究提出了一种分析与综合相结合的混合方法。分析组件识别信息系统,为其分配信息系统类型,并访问与该类型相关的信息科学知识。综合部分是根据接收学科的实践,关注信息系统之间的联系。本文明确了经验丰富的信息专业人员的行为,从而使他们的专业知识可供他人使用。分析策略和综合策略是通过将它们与接受者学科中的两种研究人员模式联系起来来解释的,即他们如何作为研究人员以及他们对研究人员的了解。本文在确定获取专业知识和采取适当行动和发展决策的适当战略方面为信息专业人员提供了具体的帮助。
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引用次数: 4
The Development of Information Science in Ibero-America 伊比利亚美洲信息科学的发展
Q3 Social Sciences Pub Date : 2019-01-01 DOI: 10.1633/JISTAP.2019.7.4.1
C. Araújo
The purpose of this article is to problematize the existence of a possible Ibero-American informational thinking. It was initially observed that a relative absence of Ibero-America in the international presentations and mappings of information science exists. Below, the reality of the 22 countries that compose Ibero-America is discussed, a region that can be understood from a sociocultural and geopolitical perspective. Then, a mapping of the information science research in these countries is made. The main research topics found are: epistemological studies, relationships with library science, information literacy, representation and organization, bibliometric studies, information management, user studies, technological dimensions, and relationships with archival science and museum studies. Finally, a general epistemological configuration of information science is presented at a global level, highlighting the great trends of study of information that marked the decades of the 1960s and 1970s (physical model), 1980s and 1990s (cognitive model), and the 21st century (sociocultural model), and which manifested themselves in the different subareas that make up the field. The most recent research in information science, in addition to addressing information transfer (physical dimension) and its relationship with data and knowledge (cognitive dimension), has also incorporated aspects related to the social effects of information, its role in the constitution of identities and culture, and the importance of its material conformations. Such expansion reflects attempts to address the complexity of informational phenomena. Therefore, it is concluded that it is important to place the specific contributions of Ibero-America in this context.
本文的目的在于质疑是否存在一种可能的伊比利亚-美洲信息思维。人们最初注意到,在信息科学的国际介绍和绘图中,伊比利亚-美洲相对缺乏。下面,我们将讨论组成伊比利亚美洲的22个国家的现实,这是一个可以从社会文化和地缘政治角度来理解的地区。然后,对这些国家的信息科学研究进行了梳理。发现的主要研究课题是:认识论研究、与图书馆学的关系、信息素养、表征和组织、文献计量学研究、信息管理、用户研究、技术维度以及与档案学和博物馆研究的关系。最后,在全球层面上提出了信息科学的一般认识论配置,突出了20世纪60年代和70年代(物理模型),80年代和90年代(认知模型)以及21世纪(社会文化模型)的信息研究的大趋势,并在构成该领域的不同子领域中表现出来。信息科学的最新研究,除了解决信息传递(物理维度)及其与数据和知识的关系(认知维度)之外,还纳入了与信息的社会影响,其在身份和文化构成中的作用以及其物质结构的重要性有关的方面。这种扩展反映了试图解决信息现象的复杂性。因此,结论是,重要的是将伊比利亚-美洲的具体贡献放在这方面。
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引用次数: 4
Measurement of Global Nursing Research Output: A Bibliometric Study (1996-2015) 全球护理研究产出测量:文献计量学研究(1996-2015)
Q3 Social Sciences Pub Date : 2018-03-01 DOI: 10.1633/JISTAP.2018.6.1.3
Shivendra Singh, R. Pandita
Purpose: This study aims to examine the research output in the field of nursing at the global level during the last two decades, viz., for the period 1996-2015, with special reference to India. Some of the aspects examined include the research growth in nursing literature during the period of study,...
目的:本研究旨在研究过去二十年,即1996-2015年期间全球护理领域的研究成果,特别参考印度。研究的一些方面包括研究期间护理文献的研究增长,…
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引用次数: 4
期刊
Journal of Information Science Theory and Practice
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