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Survey of Automatic Query Expansion for Arabic Text Retrieval 阿拉伯语文本检索的自动查询扩展研究
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.4.6
Yasir Hadi Farhan, M. Mohd, S. Noah
Information need has been one of the main motivations for a person using a search engine. Queries can represent very different information needs. Ironically, a query can be a poor representation of the information need because the user can find it difficult to express the information need. Query Expansion (QE) is being popularly used to address this limitation. While QE can be considered as a language-independent technique, recent findings have shown that in certain cases, language plays an important role. Arabic is a language with a particularly large vocabulary rich in words with synonymous shades of meaning and has high morphological complexity. This paper, therefore, provides a review on QE for Arabic information retrieval, the intention being to identify the recent state-of-the-art of this burgeoning area. In this review, we primarily discuss statistical QE approaches that include document analysis, search, browse log analyses, and web knowledge analyses, in addition to the semantic QE approaches, which use semantic knowledge structures to extract meaningful word relationships. Finally, our conclusion is that QE regarding the Arabic language is subjected to additional investigation and research due to the intricate nature of this language.
信息需求一直是人们使用搜索引擎的主要动机之一。查询可以表示非常不同的信息需求。具有讽刺意味的是,查询可能不能很好地表示信息需求,因为用户可能会发现很难表达信息需求。查询扩展(Query Expansion, QE)被广泛用于解决这一限制。虽然QE可以被认为是一种独立于语言的技术,但最近的研究结果表明,在某些情况下,语言起着重要作用。阿拉伯语是一种词汇量特别大的语言,词汇丰富,具有同义意义的阴影,并且具有高度的形态复杂性。因此,本文对阿拉伯语信息检索的量化量化进行了综述,目的是确定这一新兴领域的最新技术。在这篇综述中,我们主要讨论了统计量化量化方法,包括文档分析、搜索、浏览日志分析和网络知识分析,以及使用语义知识结构提取有意义的单词关系的语义量化量化方法。最后,我们的结论是,由于阿拉伯语的复杂性质,关于阿拉伯语的QE需要进行额外的调查和研究。
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引用次数: 9
Evaluating the Information Access Skills of Students of a College of Education in Ghana 加纳一所教育学院学生信息获取技能评估
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.2.4
F. A. Yebowaah, C. Owusu-Ansah
Access to relevant information determines the quality of life of an individual in society and the academe. Academic institutions have established information literacy programmes to enhance students’ access to information. With the elevation of colleges of education to tertiary status in Ghana, pre-service teachers are now required to conduct research to improve their reflective thinking in order to be certified. However, the information access skills of students in colleges of education in Ghana are uncertain. This study draws empirical evidence from students in the Nusrat Jahan Ahmadiyya College of Education, Wa, Ghana on their information access skills. Primary data were collected from 303 respondents from the college using a stratified sampling procedure. The data were collected using a questionnaire and analysed using descriptive statistics. The results indicate that information is available to students through different sources such as the Internet, libraries, and contact with friends and authorities. However, students were limited in respect to access to relevant online resources for their academic activities due to inadequate information access skills. Potential solutions are discussed.
获取相关信息决定了个人在社会和学术界的生活质量。学术机构设立了信息素养课程,以提高学生获取信息的机会。随着加纳教育学院提升到高等教育地位,职前教师现在需要进行研究,以提高他们的反思思维,以便获得认证。然而,加纳教育学院学生的信息获取技能并不确定。本研究从加纳瓦瓦的努斯拉特·贾汗·艾哈迈迪亚教育学院的学生那里获得了关于他们信息获取技能的经验证据。采用分层抽样的方法,对303名受访学生进行了初步调查。使用问卷收集数据,并使用描述性统计进行分析。结果表明,学生可以通过不同的来源获得信息,如互联网、图书馆、与朋友和当局的联系。然而,由于信息获取技能不足,学生在获取相关在线资源进行学术活动方面受到限制。讨论了可能的解决方案。
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引用次数: 4
Hermeneutic Phenomenology in Supporting Research and Information Services: Contributions to Information Science 支持研究和信息服务的解释学现象学:对信息科学的贡献
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.4.3
H. Keshavarz
The diverse set of phenomena, concepts, and activities existing in academic disciplines could be studied from multiple perspectives. One of the promising approaches to explore phenomena is hermeneutics, especially in the form of hermeneutic phenomenology, which has been formed as a consequence of postmodern movements. Hermeneutic phenomenology has taken root in the original ideas of philosophers like Husserl, Heidegger
学科中存在的各种现象、概念和活动可以从多个角度进行研究。解释学是研究现象的一种很有前途的方法,特别是以解释学现象学的形式,它是后现代运动的结果。解释学现象学在胡塞尔、海德格尔等哲学家的原始思想中扎根
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引用次数: 2
Clustering Social Media Services and Messengers by Functionality 按功能分类社交媒体服务和信使
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.4.1
J. Fischer, Dan S. Knapp, B. C. Nguyen, Daniel Richter, Aliaksandra Shutsko, Melanie Stoppe, Kelly Williams, Aylin Ilhan, Wolfgang G. Stock
The objective of this research is to analyze which functions make up web-based as well as mobile social media services and messengers. Services are clustered by their functionality. A total of 640 individual functions were identified, while investigating altogether 44 selected services in their web and mobile versions. Applying content analysis, functions were assigned to the services. The services were ranked by the number of implemented functions, and the functions were ranked by their occurrence in the services. Cluster analysis was applied to classify the services according to their functionality. Facebook and VKontakte were found to be the ones with the most functions; the most frequently implemented functions are support, profile, and account-related. Cluster analysis revealed six classes for mobile and seven classes for web applications. There is a noteworthy difference regarding the functionality scope between web and mobile applications of the same services. An example for this is Mendeley with 38 functions in the mobile and 91 functions in the web version. This is the first empirical attempt at clustering social media services based on their functionality.
本研究的目的是分析哪些功能构成了基于网络的以及移动社交媒体服务和信使。服务按其功能进行集群。总共确定了640个单独的功能,同时调查了44个选定的网络和移动版本的服务。通过内容分析,为服务分配功能。服务按照实现功能的数量进行排序,功能按照它们在服务中的出现次数进行排序。采用聚类分析方法对服务进行功能分类。Facebook和VKontakte的功能最多;最常实现的功能是与支持、概要文件和帐户相关的功能。聚类分析显示,移动应用程序有6类,网络应用程序有7类。对于相同服务的web应用程序和移动应用程序之间的功能范围存在显著差异。Mendeley就是一个例子,手机版有38个功能,网页版有91个功能。这是基于功能对社交媒体服务进行聚类的第一次实证尝试。
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引用次数: 0
Machine-actionable Data Management Plans Model Analysis and Improvement Direction 机器可操作的数据管理计划、模型分析和改进方向
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.4.2
Suntae Kim
In this study, the RDA DMP Common Standard (RDCS), a data model for implementing a machine actionable Data Management Plan (maDMP), was analyzed in four aspects. First, the twelve class models proposed by RDCS were analyzed. Second, whether the DMP attribute was included in the class attribute was analyzed. Third, we analyzed the namespace used for RDCS properties. Fourth, the values and identifiers used in RDCS properties were analyzed. As a result of the analysis, four directions for improvement were derived. First, it is necessary to add an academic record class to describe information such as papers and reports, which are representative academic documents. Second, the primary research institution, responsibility, resources, option attribute, and additional attributes are needed to describe the researcher’s affiliation information. Third, it is necessary to additionally use a namespace such as Friend of a Friend that can be used universally. Fourth, the use of digital object identifier should be considered to identify academic literature.
本研究从四个方面分析了RDA DMP通用标准(RDCS),这是一种用于实现机器可操作数据管理计划(maDMP)的数据模型。首先,对RDCS提出的12类模型进行了分析。其次,分析DMP属性是否包含在类属性中。第三,我们分析了RDCS属性使用的名称空间。第四,分析了RDCS属性中使用的值和标识符。根据分析结果,提出了四个改进方向。首先,有必要增加一个学术记录类来描述论文、报告等信息,这些都是具有代表性的学术文件。其次,研究人员的归属信息需要主要研究机构、职责、资源、选择属性和附加属性来描述。第三,有必要额外使用一个可以普遍使用的命名空间,如Friend of a Friend。第四,应考虑使用数字对象标识符来识别学术文献。
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引用次数: 0
Collaborative Information Seeking in Digital Libraries, Learning Styles, Users’ Experience, and Task Complexity 数字图书馆中的协同信息搜索、学习方式、用户体验和任务复杂性
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.4.5
Mahmood Sangari, M. Zerehsaz
The purpose of this study is to examine the relationship between collaborative information seeking and users’ learning style preferences and their experience of information systems. The study investigates the role of four different factors including learning style, task complexity, and user experience in collaborative information seeking in digital environments. Sixty participants (30 pairs) were randomly chosen from volunteer graduate students of Kharazmi University (Iran). Participants completed Kolb’s learning style questionnaire and a user experience questionnaire and then performed two information seeking tasks (one simple and one difficult) in a lab setting. They could exchange information with their partners or a librarian using Skype. The sessions were recorded using Camtasia. The results showed that with an increase in task difficulty, collaborative information seeking activities increased and more interactions with partners and the librarian occurred. The number of executive help-seeking requests was higher than the number of instrumental help-seeking requests. This research confirms that learning style is related to the way users interact with the digital library and help seeking. The research showed that in difficult tasks, the differences among users with different learning styles become more evident, and that generally interactions increase in more difficult tasks. Among the learning styles, the accommodating style had the highest number of relationships with collaborative information seeking variables. Most of the statistically significant relationships between users’ prior computer experience and collaborative information seeking variables were related to the time variable.
摘要本研究旨在探讨协同资讯搜寻与使用者学习风格偏好及资讯系统使用经验之间的关系。该研究调查了四个不同的因素,包括学习风格、任务复杂性和用户体验在数字环境下协同信息搜索中的作用。从伊朗哈拉兹米大学研究生志愿者中随机抽取60人(30对)。参与者完成了Kolb的学习风格问卷和用户体验问卷,然后在实验室环境中执行了两项信息搜索任务(一项简单任务和一项困难任务)。他们可以通过Skype与合作伙伴或图书管理员交换信息。这些会话是用Camtasia录制的。结果表明,随着任务难度的增加,协作信息寻找活动增加,与合作伙伴和图书管理员的互动增多。行政性求助请求的数量高于工具性求助请求的数量。本研究证实,学习风格与用户与数字图书馆互动和寻求帮助的方式有关。研究表明,在困难的任务中,不同学习风格的用户之间的差异变得更加明显,并且在更困难的任务中,交互通常会增加。在学习风格中,适应风格与协同信息寻求变量的关系最多。用户先前计算机体验与协同信息搜索变量之间的显著关系主要与时间变量有关。
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引用次数: 1
Analysis of Library Website Users’ Behavior to Optimize Virtual Information and Library Services 图书馆网站用户优化虚拟信息与图书馆服务行为分析
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.1.4
L. Shevchenko
The purpose of this work was to study library website users’ actions by tracking their behavior, determining popular content, and identifying browsing patterns and subsequent improvement of access to popular content. The study of behavior models and the use of web analytics has led to the emergence of solutions that improve the usability and functionality of the State Public Scientific-Technological Library of the Siberian Branch of the Russian Academy of Sciences (SPSTL SB RAS) website. These are: identifying user tasks as they are developed, conducting user testing to better understand the event. tracking data and collecting additional data to verify the effectiveness of the changes made. Examining data on the duration of the session and the number of visits will help determine the goals of user visits and develop new recommendations. Usability analysis and testing will make it possible to compare the data obtained using web analytics and the perception of the library site by the users themselves. Recommendations are offered to libraries on the use of data on the real behavior of the target audience of the library website to improve access to library resources and services, increase their relevance and improve information services.
这项工作的目的是通过跟踪图书馆网站用户的行为,确定流行内容,识别浏览模式和随后对流行内容的访问改进来研究图书馆网站用户的行为。对行为模型的研究和网络分析的使用导致了解决方案的出现,这些解决方案提高了俄罗斯科学院西伯利亚分院国家公共科学技术图书馆(SPSTL SB RAS)网站的可用性和功能。它们是:在开发用户任务时识别它们,进行用户测试以更好地理解事件。跟踪数据并收集其他数据,以验证所做更改的有效性。审查有关会议持续时间和访问次数的数据将有助于确定用户访问的目标并提出新的建议。可用性分析和测试可以将使用网络分析获得的数据与用户自己对图书馆网站的看法进行比较。建议图书馆使用图书馆网站目标受众的真实行为数据,以改善对图书馆资源和服务的获取,增加其相关性,改善信息服务。
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引用次数: 3
Research Trends of ‘One Belt One Road’ in Korean Academic Circles 韩国学界对“一带一路”的研究动向
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.4.4
Bo Tu, N. You, Jin Shi, Huazhong Tu
This proposed work aims to understand the Korean Academic Circle (KAC)’s research trend on the “One Belt One Road” (OBOR) by employing a quantitative analysis of the recent research articles published by the KAC. To do so, this proposed research has used the well-known network analysis software, Ucinet 6, by which the papers on related topics are collected and filtered from Korea Citation Index. To perform the analytical selection, the proposed work has chosen ‘keywords’ as the core research object and performed analysis from transverse to longitudinal aspects, and from holistic to individual aspects, respectively; and from this, the KAC’s research trend on OBOR is derived. The present work has established that the KAC’s attention is continuously increasing on OBOR and has sustainability. Centered on the OBOR, Korean researchers have spread their studies in various dimensions ranging from the issues like China’s political economy to Sino-Korea economic and trade exchanges, and so on. The KAC has even combined OBOR with Korea’s international development initiatives, which can help Korea benefit from active and sustainable cooperation with China. Moreover, the proposed work has found that Korean researchers have also actively expressed their growing attention, highlighted Korea’s interest, and showed concern about China hegemony and Sinocentrism in their recent documented research works.
本文旨在通过对韩国学术界最近发表的研究论文进行定量分析,了解韩国学术界对“一带一路”的研究趋势。为此,本研究使用了著名的网络分析软件Ucinet 6,该软件从韩国引文索引中收集并过滤了相关主题的论文。为进行分析选择,本文选择“关键词”作为核心研究对象,分别从横向到纵向、从整体到个体进行分析;并由此推断出KAC对“一带一路”的研究趋势。目前的工作表明,KAC对“一带一路”的关注在不断增加,并且具有可持续性。以“一带一路”为中心,韩国学者的研究从中国政治经济到中韩经贸交流等各个维度展开。KAC甚至将“一带一路”与韩国的国际发展倡议结合起来,这将有助于韩国从与中国的积极和可持续合作中受益。此外,本研究还发现,韩国研究人员在最近的文献研究中也积极表达了他们日益增长的关注,突出了韩国的兴趣,并对中国霸权主义和中国中心主义表示担忧。
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引用次数: 0
Information Professionals Going Beyond the Needful User in Digital Humanities Project Collaboration 数字人文项目协作中的信息专业人员超越必要用户
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.1.1
Volkmar P. Engerer
When information professionals deal with other disciplines in the course of digital humanities projects, they often assume that they are dealing with ‘needful users’ who have an ‘information gap’ to fill. This paper argues that the traditional view that information/knowledge is transferred from an information specialist donor to a domain specialist receiver is no longer appropriate in the digital humanities context, where the gap-and-search (or gap-and-filler) approach to information has given way to more direct, explorative engagement with information. The paper asks whether information science and the practising profession are ready for this paradigm shift and examines information science conservatism in two common collaboration scenarios, library support and digital development. It is shown that information science theory still assumes a traditional donor role in both scenarios. How information scientists deal with conservatism in practice is discussed in the example of the Prior project, in which the information science team exerted an ambiguous, hybrid approach with both conservative and non-conservative elements. Finally, two rather hypothetical answers are offered to the question of how information professionals should approach scholarly collaboration in the digital humanities context, where users have ceased to be supplicants. From a purely pragmatic perspective, information scientists need to shift their focus from information needs to research practices and the implications of these practices for digital information systems. More fundamentally, the emergence of digital humanities challenges information professionals to transform information systems designed for searching into digital objects that can be explored more freely by the digital humanities community.
当信息专业人员在数字人文项目中处理其他学科时,他们通常认为他们正在处理有“信息缺口”需要填补的“必要用户”。本文认为,传统观点认为信息/知识是从信息专家的供给者转移到领域专家的接受者,这种观点在数字人文学科背景下不再适用,在这种背景下,信息的“空白-搜索”(或“空白-填充”)方式已经让位于更直接、更探索性的信息接触。本文探讨了情报学和实践专业是否为这种范式转变做好了准备,并考察了图书馆支持和数字化发展两种常见合作场景下情报学的保守性。研究表明,在这两种情况下,信息科学理论仍然承担着传统的捐助者角色。在Prior项目的例子中讨论了信息科学家在实践中如何处理保守性,在这个项目中,信息科学团队使用了一种模棱两可的混合方法,其中既有保守元素,也有非保守元素。最后,对于信息专业人员应该如何在数字人文背景下进行学术合作的问题,提供了两个相当假设的答案,在这个背景下,用户已经不再是恳求者。从纯粹的实用主义角度来看,信息科学家需要将他们的注意力从信息需求转移到研究实践以及这些实践对数字信息系统的影响上。更根本的是,数字人文学科的出现对信息专业人员提出了挑战,要求他们将为搜索而设计的信息系统转变为数字对象,以便数字人文社区能够更自由地探索。
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引用次数: 1
N-ary Information Markets: Money, Attention, and Personal Data as Means of Payment 任何信息市场:金钱、注意力和作为支付手段的个人数据
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1633/JISTAP.2020.8.3.1
Wolfgang G. Stock
On information markets, we can identify different relations between sellers and their customers, with some users paying with money, some paying with attention, and others paying with their personal data. For the description of these different market relations, this article introduces the notion of arity into the scientific discussion. On unary information markets, customers pay with their money; examples include commercial information suppliers. Binary information markets are characterized by one market side paying with attention (e.g., on the search engine Google) or with personal data (e.g., on most social media services) and the other market side (mainly advertisers) paying with money. Our example of a ternary market is a social media market with the additional market side of influencers. If customers buy on unary markets, they know what to pay (in terms of money). If they pay with attention or with their personal data, they do not know what they have to pay exactly in the end. On n-ary markets (n greater than 1), laws should regulate company’s abuse of money and ― which is new ― abuse of data streams with the aid of competition (or anti-trust) laws, and by modified data protection laws, which are guided by fair use of end users’ attention and data.
在信息市场上,我们可以识别出卖家和客户之间的不同关系,一些用户用金钱支付,一些用户用注意力支付,还有一些用户用个人数据支付。为了描述这些不同的市场关系,本文将唯一性的概念引入科学讨论。在一元信息市场上,顾客用自己的钱支付;例子包括商业信息供应商。二元信息市场的特点是,市场一方用注意力(例如,在搜索引擎Google上)或用个人数据(例如,在大多数社交媒体服务上)支付,而另一方(主要是广告商)用金钱支付。我们所举的三元市场的例子是社交媒体市场,它具有额外的市场影响者。如果顾客在一元市场上买东西,他们知道该付多少钱。如果他们用注意力或个人数据支付,他们不知道他们最终要付出什么。在n-ary市场(n大于1)上,法律应该在竞争法(或反托拉斯法)的帮助下,以及在公平使用最终用户的注意力和数据的指导下,通过修改的数据保护法来规范公司滥用资金和-这是新的-滥用数据流。
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引用次数: 2
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Journal of Information Science Theory and Practice
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