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Personal factors and the role of memory in faculty refinding of stored information 个人因素和记忆在教师对存储信息进行再加工中的作用
IF 3.4 3区 管理学 0 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-10-03 DOI: 10.1108/lht-08-2021-0268
W. Nwagwu, Antonia Bernadette Donkor
PurposeThe study examined the personal information management (PIM) challenges encountered by faculty in six universities in Ghana, their information refinding experiences and the perceived role of memory. The study tested the hypothesis that faculty PIM performance will significantly differ when the differences in the influence of personal factors (age, gender and rank) on their memory are considered.Design/methodology/approachThe study was guided by a sample survey design. A questionnaire designed based on themes extracted from earlier interviews was used to collect quantitative data from 235 faculty members from six universities in Ghana. Data analysis was undertaken with a discrete multivariate Generalized Linear Model to investigate how memory intermediates in the relationship between age, gender and rank, and, refinding of stored information.FindingsThe paper identified two subfunctions of refinding (Refinding 1 and Refinding 2) associated with self-confidence in information re-finding, and, memory (Memory 1 and Memory 2), associated with the use of complimentary frames to locate previously found and stored information. There were no significant multivariate effects for gender as a stand-alone variable. Males who were aged less than 39 could refind stored information irrespective of the memory class. Older faculty aged 40–49 who possess Memory 1 and senior lecturers who possess Memory 2 performed well in refinding information. There was a statistically significant effect of age and memory; and rank and memory.Research limitations/implicationsThis study was limited to faculty in Ghana, whereas the study itself has implications for demographic differences in PIM.Practical implicationsIdentifying how memory mediates the role of personal factors in faculty refinding of stored information will be necessary for the efforts to understand and design systems and technologies for enhancing faculty capacity to find/refind stored information.Social implicationsUnderstanding how human memory can be augmented by technology is a great PIM strategy, but understanding how human memory and personal factors interplay to affect PIM is more important.Originality/valuePIM of faculty has been extensively examined in the literature, and limitations of memory has always been identified as a constraint. Human memory has been augmented with technology, although the outcome has been very minimal. This study shows that in addition to technology augmentation, personal factors interplay with human memory to affect PIM. Discrete multivariate Generalized Linear Model applied in this study is an innovative way of addressing the challenges of assimilating statistical methodologies in psychosocial disciplines.
目的本研究调查了加纳六所大学的教职员工在个人信息管理(PIM)方面遇到的挑战、他们的信息提炼经历以及记忆的感知作用。这项研究检验了这样一种假设,即当考虑到个人因素(年龄、性别和级别)对教师记忆力的影响差异时,教师的PIM表现会显著不同。设计/方法/方法本研究以抽样调查设计为指导。根据早期采访中提取的主题设计的问卷用于收集加纳六所大学235名教职员工的定量数据。使用离散多变量广义线性模型进行数据分析,以研究记忆如何在年龄、性别和等级之间的关系中起中介作用,以及对存储信息的重新整理。发现该论文确定了与信息重新发现的自信相关的再融资的两个子功能(再融资1和再融资2),以及与使用互补框架定位先前发现和存储的信息相关的记忆(记忆1和记忆2)。性别作为一个独立变量没有显著的多变量影响。年龄小于39岁的男性可以重新提取存储的信息,而不考虑记忆类别。年龄在40-49岁之间,拥有记忆1的年长教师和拥有记忆2的资深讲师在重新整理信息方面表现良好。年龄和记忆力有统计学上显著的影响;以及等级和内存。研究局限性/含义这项研究仅限于加纳的教师,而研究本身对PIM的人口统计学差异有影响。实践含义识别记忆如何在教师对存储信息的再加工中调节个人因素的作用,对于理解和设计系统和技术以提高教师发现/再加工存储信息的能力是必要的。社会含义了解人类记忆如何通过技术增强是一个很好的PIM策略,但了解人类记忆和个人因素如何相互作用影响PIM更重要。教师的独创性/价值PIM在文献中得到了广泛的研究,记忆的局限性一直被认为是一个制约因素。人类的记忆已经通过技术得到了增强,尽管结果很小。这项研究表明,除了技术的增强,个人因素与人类记忆的相互作用也会影响PIM。本研究中应用的离散多变量广义线性模型是一种创新的方法,可以解决社会心理学科中同化统计方法的挑战。
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引用次数: 0
A bibliometric analysis of domestic and international research on maker education in the post-epidemic era 后疫情时代国内外创客教育研究的文献计量学分析
IF 3.4 3区 管理学 0 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-10-03 DOI: 10.1108/lht-04-2022-0187
Xin Feng, Yue Zhang, Linjie Tong, Huan Yu
PurposeThis paper aims to straighten out the research progress in the field of maker education, summarize the research hotspots and frontiers of maker education at home and abroad and provide path optimization suggestions for the research and development of this field.Design/methodology/approachIn total, 751 pieces of domestic and the foreign maker education research literature from 2014 to 2021 are retrieved and screened, and literature analysis methods such as keyword analysis and clustering map analysis are used to quantitatively analyze the quantity distribution, published journals, core authors, research institutions and subject keywords of the maker education literature.FindingsIt is found that research in this field is still in the development stage, but the pandemic has severely inhibited maker education and related research. Frontiers at home and abroad have begun to pay attention to the impact of humanistic care on maker education. Strengthening the dialog between multidisciplinary theories requires cross-disciplinary research. Regional and cross-field cooperation and fully grasping the actual situation and constraints of the development of maker education are the cornerstones of bold innovation in maker education research.Originality/valueThis paper uses bibliometric analysis to reveal the severe challenges to the development of maker education due to the normalization of the epidemic. By excavating the research hotspots and research frontiers in this field, it fills the gap that the current research in the field of maker education has not yet formed a complete theoretical framework and evaluation system.
目的梳理创客教育领域的研究进展,总结国内外创客教育的研究热点和前沿,为该领域的研发提供路径优化建议。设计/方法论/方法检索筛选2014-2011年国内外创客教育研究文献751篇,采用关键词分析、聚类图分析等文献分析方法对数量分布、发表期刊、核心作者、,创客教育文献的研究机构和主题关键词。研究发现,该领域的研究仍处于发展阶段,但疫情严重抑制了创客教育和相关研究。国内外的前沿已经开始关注人文关怀对创客教育的影响。加强多学科理论之间的对话需要跨学科研究。区域和跨领域合作,充分把握创客教育发展的实际情况和制约因素,是创客教育研究大胆创新的基石。原创性/价值本文运用文献计量学分析揭示了疫情常态化对创客教育发展的严峻挑战。通过挖掘该领域的研究热点和研究前沿,填补了当前创客教育领域研究尚未形成完整理论框架和评价体系的空白。
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引用次数: 7
Research into influencing factors in user experiences of university mobile libraries based on mobile learning mode 基于移动学习模式的高校移动图书馆用户体验影响因素研究
IF 3.4 3区 管理学 0 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-09-21 DOI: 10.1108/lht-11-2021-0423
Tan Jiang, Guangli Luo, Zikai Wang, Wenhui Yu
PurposeThe purpose of this study is to analyse and discuss the influencing factors of user experience in university mobile libraries and the improvement path of user experience in the context of mobile learning.Design/methodology/approachThe study adopted the grounded theory research method, and the sample included 28 students from five universities, with mobile libraries as the research objects and semi-structured interview as data acquisition method. A step-by-step coding analysis of the original interview materials was conducted, which comprehensively identified the main concerns and problems encountered by users of the university mobile library apps especially in the mobile learning behaviour mode, and then a theoretical model of the influencing factors of the app user experience of the university mobile library was constructed.FindingsA theoretical model of influencing factors was constructed, which determined that system quality, interaction quality, content quality, interface quality and function quality were the key elements of mobile library user experiences. Furthermore, based on the research results and user feedback obtained in the research process, the content and key points relating to the user experience can be elaborated in detail. In addition, this study was able to determine users' perspectives and their behavioural characteristics when engaging in mobile learning.Originality/valueThis study establishes a theoretical model of the factors influencing of the user experience of university mobile libraries based on mobile learning, which could provide a valuable reference for the design of other programs and strategies to promote user learning experiences of mobile library app in colleges and universities.
目的分析和探讨移动学习背景下高校移动图书馆用户体验的影响因素及用户体验的提升路径。设计/方法/方法本研究采用扎根理论研究方法,样本包括来自五所高校的28名学生,以移动图书馆为研究对象,半结构化访谈为数据获取方法。对原始访谈材料进行分步编码分析,全面识别出高校移动图书馆app用户尤其是在移动学习行为模式上的主要关注点和遇到的问题,构建高校移动图书馆app用户体验影响因素的理论模型。构建了影响因素的理论模型,确定了系统质量、交互质量、内容质量、界面质量和功能质量是移动图书馆用户体验的关键要素。此外,根据研究过程中获得的研究成果和用户反馈,可以详细阐述与用户体验相关的内容和关键点。此外,本研究能够确定用户在从事移动学习时的观点和行为特征。原创性/价值本研究建立了基于移动学习的高校移动图书馆用户体验影响因素的理论模型,可为高校移动图书馆app提升用户学习体验的其他方案和策略设计提供有价值的参考。
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引用次数: 5
Examining the influence of the performance of mobile devices on teaching quality based on the technological acceptance mode 基于技术接受模式考察移动设备性能对教学质量的影响
IF 3.4 3区 管理学 0 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-09-15 DOI: 10.1108/lht-12-2021-0489
Xiaozhong Chen, Rongli Chen
PurposeThis study aims to examine the effects of iPad distribution on all teachers in a university and its application in teaching and student learning at home via wireless network during the coronavirus (COVID-19) pandemic. The attitude towards the use of iPads, behavioural intentions and the impact on the quality of teaching were evaluated.Design/methodology/approachThis study used the technology acceptance model to explore the use of iPad smart mobile devices in multimedia teaching applications by university teachers. Furthermore, it used the structural equation modelling (SEM) for data analysis to explore the causal relationship between model variables, and it aimed to examine the causal relationship between variables to verify the theory. The SEM analysis included the following two stages: measurement model analysis and structural model analysis.FindingsThe “Internet information environment” had a significant positive impact on “perceived usefulness” and “perceived ease of use”. Amongst them, perceived usefulness had a significant positive effect on the use attitude, and use attitude had a significant positive effect on behaviour intention.Originality/valueThe findings confirmed that a good information network environment will directly and positively affect the perceived usefulness and the ease of use of iPad smart devices, of which the perceived usefulness will further positively affect teachers' perception of iPad smart devices. The attitude and behaviour of using such devices will in turn positively affect the quality of teaching. The results of the quality performance evaluation can be referenced further by manufacturers and scholars regarding the use of iPad smart devices for work at home during the COVID-19 pandemic.
目的本研究旨在研究新冠肺炎疫情期间,iPad的发放对一所大学全体教师的影响,以及iPad在家庭无线网络教学和学生学习中的应用。评估学生使用ipad的态度、行为意向及对教学质量的影响。设计/方法/途径本研究采用技术接受模型探讨了高校教师在多媒体教学应用中使用iPad智能移动设备的情况。进一步,利用结构方程模型(SEM)进行数据分析,探索模型变量之间的因果关系,旨在检验变量之间的因果关系,验证理论。扫描电镜分析包括两个阶段:测量模型分析和结构模型分析。发现“互联网信息环境”对“感知有用性”和“感知易用性”有显著的正向影响。其中,感知有用性对使用态度有显著正向影响,使用态度对行为意向有显著正向影响。原创性/价值研究结果证实,良好的信息网络环境会直接正向影响iPad智能设备的感知有用性和易用性,其中感知有用性会进一步正向影响教师对iPad智能设备的感知。使用这些设备的态度和行为反过来会对教学质量产生积极的影响。质量性能评估结果可供厂商和学者在新冠肺炎疫情期间使用iPad智能设备在家工作时进一步参考。
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引用次数: 6
The effect of student self-efficacy on learning outcomes in a business simulation mobile game: a quasi-experimental study 学生自我效能感对商业模拟手机游戏学习效果的影响:一项准实验研究
IF 3.4 3区 管理学 0 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-09-12 DOI: 10.1108/lht-02-2022-0114
Qixing Yang, Quan Chen, Jingan Wang, Ruiqiu Ou
PurposeThis study has two objectives: to explore the factors that influence student self-efficacy regarding engagement and learning outcomes in a business simulation game course and to compare the difference between hierarchical and general teaching methods.Design/methodology/approachFrom September 2021 to May 2022, a questionnaire was administered to 126 students in a business simulation game course at the Zhongshan Institute, University of Electronic Science and Technology of China. Data were analyzed using nonparametric paired samples tests and linear regression.FindingsThe results showed that student self-efficacy, engagement and learning outcomes were significantly higher with the hierarchical teaching method than with the general teaching method. There were also differences in the factors that influenced self-efficacy regarding learning outcomes between the two teaching methods. With the general teaching method, student self-efficacy did not directly affect learning outcomes, but did so indirectly by mediating the effect of engagement. However, with the hierarchical teaching method, self-efficacy directly and significantly affected learning outcomes, in addition to indirectly affecting learning outcomes through student engagement.Research limitations/implicationsCompared with the control group experimental research method, the quasi-experimental research method can eliminate the influence of sample heterogeneity itself, but the state of the same sample may change at different times, which is not necessarily caused by the hierarchical teaching design.Practical implicationsBased on the results of this study, teachers can apply hierarchical teaching according to student ability levels when integrating business simulation games. The results of this study can inspire teachers to protect student self-confidence and make teaching objectives and specific requirements clear in the beginning of the course, and also provide an important practical suggestion for students on how to improve their course performance.Social implicationsThe research results can be extended to other courses. Teachers can improve students' self-efficacy through hierarchical teaching design, thus improving students' learning performance and also provide reference value for students to improve their learning performance.Originality/valueThis study built a model based on self-system model of motivational development (SSMMD) theory, comparing factors that affect student self-efficacy regarding learning outcomes under different teaching methods. The model enriches the literature on SSMMD theory as applied to business simulation game courses and adds to our understanding of hierarchical teaching methods in this field. The results provide a valuable reference for teachers that can improve teaching methods and learning outcomes.
目的本研究有两个目的:探讨影响学生在商业模拟游戏课程中的参与和学习结果自我效能感的因素,并比较分层教学方法和一般教学方法之间的差异。设计/方法论/方法从2021年9月到2022年5月,对中国电子科技大学中山学院商业模拟游戏课程的126名学生进行了问卷调查。使用非参数配对样本检验和线性回归对数据进行分析。结果表明,分层教学法的学生自我效能感、参与度和学习效果显著高于一般教学法。两种教学方法在影响学习结果自我效能感的因素上也存在差异。在一般教学方法中,学生自我效能感并不直接影响学习结果,而是通过中介参与效应间接影响学习结果。然而,在分层教学法中,自我效能感除了通过学生参与间接影响学习结果外,还直接且显著地影响学习结果。研究局限性/含义与对照组实验研究方法相比,准实验研究方法可以消除样本异质性本身的影响,但同一样本的状态可能在不同时间发生变化,这不一定是分层教学设计造成的。实践意义基于本研究的结果,教师在整合商业模拟游戏时可以根据学生的能力水平应用分层教学。本研究的结果可以启发教师在课程开始时保护学生的自信心,明确教学目标和具体要求,也为学生如何提高课程成绩提供了重要的实践建议。社会含义研究结果可以推广到其他课程。教师可以通过分层教学设计来提高学生的自我效能感,从而提高学生的学习成绩,也为学生提高学习成绩提供参考价值。独创性/价值本研究建立了一个基于动机发展自我系统模型(SSMMD)理论的模型,比较了不同教学方法下影响学生学习结果自我效能的因素。该模型丰富了SSMMD理论应用于商业模拟游戏课程的文献,增加了我们对该领域分层教学方法的理解。研究结果为教师改进教学方法和学习效果提供了宝贵的参考。
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引用次数: 2
University life has gone digital: influences of institutional mobile social network use during the COVID-19 emergency 大学生活数字化:机构在COVID-19紧急情况下使用移动社交网络的影响
IF 3.4 3区 管理学 0 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-09-08 DOI: 10.1108/lht-12-2021-0458
C. Conrad, Rachel Moylan, Gabrielle Diaz
PurposeMany universities implemented institutional social networking apps as an alternative to in-person social experiences during the COVID-19 pandemic. Therefore, this study aims to explore previously identified factors that influenced intentions to form collective actions, also known as we-intentions, on such social networking apps and their influence on student satisfaction with the app artifact.Design/methodology/approachStudents from across a large university were invited to participate in a survey. Responses from 915 students who reported using the app were analyzed using a maximum likelihood covariance-based structural equation model. Analysis was conducted using the R programming language's psych, lavaan, and semTools packages.FindingsThe authors found that we-intentions are positively associated with recent app use and with student satisfaction with the app. Group norms were found to significantly influence the formation of we-intentions, while social identity is positively associated with both we-intentions and satisfaction.Originality/valueThe paper provides evidence that past research generalizes to the context of university mobile social networks and identifies a relationship between we-intentions and satisfaction in this context. It also provides practical insight into factors that influence we-intentions, and subsequently students' online education experience, in the context of a university's institutional mobile social network.
在2019冠状病毒病大流行期间,许多大学实施了机构社交网络应用程序,作为面对面社交体验的替代方案。因此,本研究旨在探索先前确定的影响此类社交网络应用上形成集体行动意向(也称为we-intentions)的因素,以及它们对学生对应用程序工件满意度的影响。设计/方法/方法来自一所大型大学的学生被邀请参加一项调查。使用该应用程序报告的915名学生的回复使用基于最大似然协方差的结构方程模型进行分析。使用R编程语言的psych、lavaan和semTools软件包进行分析。研究结果作者发现,“我们的意图”与最近的应用程序使用情况和学生对应用程序的满意度呈正相关。研究发现,群体规范显著影响“我们的意图”的形成,而社会认同与“我们的意图”和“满意度”呈正相关。原创性/价值本文提供的证据表明,过去的研究可以推广到大学移动社交网络的背景下,并在这种背景下确定了我们的意图和满意度之间的关系。它还提供了在大学机构移动社交网络的背景下,影响我们意图以及随后影响学生在线教育体验的因素的实用见解。
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引用次数: 5
Hong Kong academic librarians' attitudes toward robotic process automation 香港学术图书馆管理员对机器人过程自动化的态度
IF 3.4 3区 管理学 0 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-09-07 DOI: 10.1108/lht-03-2022-0141
Chia-Hua Lin, Dickson K. W. Chiu, K. Lam
PurposeThis research investigates Hong Kong academic librarians' attitudes toward robotic process automation (RPA) and their willingness to learn this technology.Design/methodology/approachThis qualitative study collected data through one-on-one semi-structured interviews conducted with video conferencing software. After participants received basic RPA information and three existing library application cases, they answered questions based on the interview guide. This research used the inductive thematic analysis method to analyze the collected data.FindingsRegarding Hong Kong academic librarians' attitudes towards RPA, 19 themes were identified. Although all participants did not have previous knowledge of RPA, most showed positive attitudes toward implementing RPA in their libraries and some willingness to learn it. Besides, among all identified themes, negative attitudes mainly comprised “Affect” and “Cognition” factors, hindering RPA deployment in academic libraries.Originality/valueThis research helps librarians and RPA vendors make better decisions or strategies for implementing RPA for libraries, which has not been explored, especially in East Asia.
目的本研究探讨香港学术图书馆馆员对机器人过程自动化(RPA)的态度及学习该技术的意愿。设计/方法/方法本定性研究通过视频会议软件进行的一对一半结构化访谈收集数据。在获得基本的RPA信息和三个现有的图书馆应用案例后,参与者根据面试指南回答问题。本研究采用归纳主题分析法对收集到的数据进行分析。关于香港学术图书馆员对RPA的态度,共确定了19个主题。虽然所有的参与者之前都没有RPA的知识,但大多数人对在他们的库中实现RPA表现出积极的态度,并且有学习RPA的意愿。此外,在所有确定的主题中,负面态度主要包括“情感”和“认知”因素,阻碍了RPA在高校图书馆的部署。原创性/价值本研究有助于图书馆员和RPA供应商为图书馆实施RPA做出更好的决策或策略,这一点尚未被探索,特别是在东亚。
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引用次数: 8
The evolution of e-government research over two decades: applying bibliometrics and science mapping analysis 二十年来电子政务研究的演变:应用文献计量学和科学制图分析
IF 3.4 3区 管理学 0 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-09-07 DOI: 10.1108/lht-02-2022-0100
Mina R. Ramzy, B. Ibrahim
PurposeThis study uses a bibliometric approach to analyze the overall status of e-government research by revealing patterns and trends that would help gain a broad understanding of global developments in the field and future directions.Design/methodology/approachAll documents related to e-government published from 2000 to 2019 were extracted from the Scopus and the Digital Government Reference Library databases. Bibexcel, Biblioshiny, and VOSviewer were used to perform the analyses and visualize the science mapping.FindingsThe results showed that 21,320 documents related to e-government research were published and cited 263,179 times. The annual growth rate of e-government research has reached 21.50%. The regression analysis showed that the growth rate is expected to increase gradually over the coming years. Despite the significant role that conference papers play in the e-government literature, the impact of articles far exceeds conference papers. The University of Albany (SUNY) has played an important role in e-government research in terms of production and impact. Furthermore, the study revealed some countries that are expected to play a prominent role in e-government research, as well as several topics that may attract more attention soon.Originality/valueThe results presented in this study and the comprehensive picture obtained about the e-government field make it an effective supplement to the expert evaluation. Thus, researchers, research managers, policymakers, institutions, funding agencies, and governments can rely on it.
目的本研究采用文献计量法分析电子政务研究的总体状况,揭示电子政务研究模式和趋势,有助于广泛了解该领域的全球发展和未来方向。设计/方法论/方法2000年至2019年发布的所有与电子政务相关的文件都是从Scopus和数字政府参考图书馆数据库中提取的。Bibexcel、Bibliobshing和VOSviewer被用于进行分析和可视化科学地图。结果显示,与电子政务研究相关的文献共发表21320篇,被引用263179次。电子政务研究的年增长率已达到21.50%。回归分析显示,未来几年增长率预计将逐步提高。尽管会议文件在电子政务文献中发挥着重要作用,但文章的影响远远超过了会议文件。奥尔巴尼大学(SUNY)在电子政务研究的产生和影响方面发挥了重要作用。此外,该研究揭示了一些有望在电子政务研究中发挥重要作用的国家,以及可能很快引起更多关注的几个主题。原创性/价值本研究的结果和对电子政务领域的全面了解使其成为专家评估的有效补充。因此,研究人员、研究管理人员、政策制定者、机构、资助机构和政府都可以依赖它。
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引用次数: 3
Digital media recording and broadcasting classroom using Internet intelligent image positioning and opinion monitoring in communication 基于互联网的数字媒体录播教室智能图像定位与舆论监控
IF 3.4 3区 管理学 0 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-09-07 DOI: 10.1108/lht-09-2021-0315
Huanchao Wu
PurposeThe digital media recording and broadcasting classroom using Internet real-time intelligent image positioning and opinion monitoring in communication teaching is researched and analyzed.Design/methodology/approachFirst, spatial grid positioning and monitoring and image intelligent recognition technologies were used to extract and analyze teaching images by mastering Internet of Things (IoT) technology and establishing an intelligent image positioning and opinion monitoring digital media recording and broadcasting system framework. Next, a positioning node algorithm was utilized to measure the image distance, and then a moving node location model under the IoT was established. In addition, a radial basis function (RBF) neural network was used to realize the signal transmission function. The experimental data of the adopted RBF based on the optimization of the adaptive cuckoo search (ACS-RBF) neural network, particle swarm algorithm neural network, and method of least squares optimization were compared and analyzed. In addition, a more efficient RBF neural network was adopted. Finally, the digital media recording and broadcasting classroom scheme of real-time intelligent image positioning and opinion monitoring was designed. In addition, the application environment of digital media actual teacher teaching was detected, and recording and broadcasting pictures were analyzed and researched.FindingsThe actual value, predicted value, and the number of predicted samples of the ACS-RBF model were all better than those of the two other neural networks. According to the analysis and comparison of the sampling optimization Monte Carlo localization (SOMCL), Monte Carlo, and genetic algorithm optimization-based Monte Carlo positioning algorithms, the SOMCL algorithm showed better robustness, and its positioning efficiency was superior to that of the two other algorithms. In addition, the SOMCL algorithm greatly reduced the positioning and monitoring energy consumption.Originality/valueThe application of real-time intelligent image positioning and monitoring technology in actual communication teaching was realized in the study.
目的对数字媒体录播教室在传播学教学中应用互联网实时智能图像定位和舆论监控进行研究和分析。设计/方法论/方法首先,通过掌握物联网技术,建立智能图像定位和意见监测数字媒体录播系统框架,利用空间网格定位监测和图像智能识别技术提取和分析教学图像。其次,利用定位节点算法测量图像距离,建立了物联网下的移动节点定位模型。此外,还利用径向基函数(RBF)神经网络实现了信号的传输功能。对所采用的基于径向基函数的自适应杜鹃搜索优化(ACS-RBF)神经网络、粒子群算法神经网络和最小二乘优化方法的实验数据进行了比较分析。此外,还采用了一种更高效的RBF神经网络。最后,设计了实时智能图像定位和意见监测的数字媒体录播教室方案。此外,对数字媒体在实际教师教学中的应用环境进行了检测,并对录播图片进行了分析研究。结果ACS-RBF模型的实际值、预测值和预测样本数均优于其他两种神经网络。通过对采样优化蒙特卡罗定位(SOMCL)、蒙特卡罗和基于遗传算法优化的蒙特卡罗定位算法的分析与比较,SOMCL算法具有较好的鲁棒性,定位效率优于其他两种算法。此外,SOMCL算法大大降低了定位和监测的能耗。独创性/价值本研究实现了实时智能图像定位与监控技术在实际通信教学中的应用。
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引用次数: 2
Social networking sites adoption among entrepreneurial librarians for globalizing startup business operations 创业图书馆员在全球化创业企业运营中采用社交网站
IF 3.4 3区 管理学 0 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2022-08-25 DOI: 10.1108/lht-05-2022-0234
Varun Gupta, L. Rubalcaba, Chetna Gupta, L. Pereira
PurposeThe purpose of this study is to identify the factors leading to adoption of social networking sites (SNS) by librarians of entrepreneurial libraries to provide support to business community in their market research. Identification of these adoption factors will help to design SNS in the way that led to their seamless diffusion in university libraries, making them capable of providing reliable and useful market knowledge to the business community.Design/methodology/approachTo meet the research objectives, this study is based on the technology adoption model (TAM). The survey was conducted with 50 librarians of various universities across Europe, Asia, America, Africa and Australia, sampled through non probabilistic sampling techniques-purposive and snowball sampling. The collected data are analyzed through partial least squares structural equation modeling (PLS-SEM) to estimate the formulated structural equation model using SmartPLS 3.2.9 software version.FindingsThe results indicate that university librarians have high perception about usefulness and ease of using SNS for meeting their business objectives. The perceived usefulness (PU) is solely based on the prolonged adoption of SNS technology in personal lives of the librarians. The perceived ease of use (PEU) is triggered by the increasing quality of evolving SNS technology, especially user friendliness. The prolonged use of technology, increasing market entry of brands and improving quality of SNS will overcome librarian resistance to use SNS for market research related support to business community. Evolving technologies are more likely to be adopted seamlessly in entrepreneurial libraries.Research limitations/implicationsThis study has implications for librarians, entrepreneurs and technology providers. Librarians should have flexible technology adoption policies in place to keep technology adoption synchronized with changing market conditions. Entrepreneurs should share clear and accurate business needs as well as practicing ethical and lawful business practices. They should also help libraries to gain new skills to make future adoption easier. Technology providers should focus on improving the quality of their technology by increasing their functional utilities, performance and reliability as well as making them more user-friendly.Originality/valueThis study investigates technology adoption of SNS in libraries from the perspective of providing market research related services to entrepreneurs rather than just digitalizing library services for student users.
目的本研究旨在确定创业图书馆馆员采用社交网站的因素,为企业界的市场研究提供支持。识别这些采用因素将有助于设计SNS,使其在大学图书馆无缝传播,使其能够向商界提供可靠和有用的市场知识。设计/方法论/方法为了达到研究目标,本研究基于技术采用模型(TAM)。这项调查是对欧洲、亚洲、美国、非洲和澳大利亚各大学的50名图书馆员进行的,他们通过非概率抽样技术——有目的抽样和滚雪球抽样——进行了抽样。通过偏最小二乘结构方程建模(PLS-SEM)对收集的数据进行分析,以使用SmartPLS 3.2.9软件版本估计公式化的结构方程模型。研究结果表明,大学图书馆员对使用SNS实现其商业目标的有用性和易用性有很高的认识。感知有用性(PU)完全基于SNS技术在图书馆员个人生活中的长期采用。感知易用性(PEU)是由不断发展的SNS技术的质量不断提高,尤其是用户友好性引发的。技术的长期使用、品牌进入市场的增加和SNS质量的提高将克服图书管理员使用SNS为商业社区提供市场研究相关支持的阻力。不断发展的技术更有可能在创业图书馆中无缝采用。研究局限性/含义这项研究对图书馆员、企业家和技术提供者都有启示。图书馆员应制定灵活的技术采用政策,使技术采用与不断变化的市场条件保持同步。企业家应该分享清晰准确的商业需求,并实践道德和合法的商业实践。他们还应该帮助图书馆获得新的技能,使未来更容易采用。技术提供商应专注于通过增加其功能效用来提高其技术的质量,Originality/value这项研究从为企业家提供市场研究相关服务的角度调查了图书馆SNS的技术采用情况,而不仅仅是为学生用户提供数字化图书馆服务。
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引用次数: 9
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Library Hi Tech
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