From Facebook to Instagram: Exploring user engagement in an academic library     

《The Journal of Academic Librarianship》2020,46(6):102229

It is trendy for university libraries to offer services on social media (SM) platforms. As many millennials prefer to use apps of photo-snapping, libraries unavoidably start to use Instagram to connect with users. This study examines the effectiveness of the use of Facebook and Instagram in The University of Hong Kong Libraries (HKUL), by a mixed-method approach to analyze the posts on the two SM sites of HKUL and user feedback collected from interviews on campus. The content analysis surprisingly revealed that both Facebook and Instagram received very low user engagement, and the most frequently posted contents were library operational news and library events. The interviewees opined that they welcomed HKUL's use of Facebook and Instagram, but they urged HKUL to change its uninteresting style on the SM sites and make better use of the SM features to attract users' attention. This study provides insights for librarians for their effective management and adoption of SM, especially for content design and management.  相似文献   

Green and gold open access citation and interdisciplinary advantage: A bibliometric study of two science journals     

《The Journal of Academic Librarianship》2020,46(2):102105

This bibliometric study quantified the impact of different open access (OA) implementations on the number and subject diversity of citations to articles. The study compared two partial OA journals and found that green (institutional repository) OA articles received up to 106% more citations on average than gold (publisher provided) OA or non-OA articles. OA articles received up to 36% more diverse (interdisciplinary) citations than non-OA articles. This result could inform libraries in their decisions regarding OA, specifically the continued importance of institutional repositories. The results will also assist librarians in educating faculty on the benefits of OA.  相似文献   

Identification of highly-cited papers using topic-model-based and bibliometric features: the consideration of keyword popularity     

《Journal of Informetrics》2020,14(1):101004

The number of received citations have been used as an indicator of the impact of academic publications. Developing tools to find papers that have the potential to become highly-cited has recently attracted increasing scientific attention. Topics of concern by scholars may change over time in accordance with research trends, resulting in changes in received citations. Author-defined keywords, title and abstract provide valuable information about a research article. This study performs a latent Dirichlet allocation technique to extract topics and keywords from articles; five keyword popularity (KP) features are defined as indicators of emerging trends of articles. Binary classification models are utilized to predict papers that were highly-cited or less highly-cited by a number of supervised learning techniques. We empirically compare KP features of articles with other commonly used journal-related and author-related features proposed in previous studies. The results show that, with KP features, the prediction models are more effective than those with journal and/or author features, especially in the management information system discipline.  相似文献   

Temporal bibliographic networks     

《Journal of Informetrics》2020,14(1):101006

We present two ways (instantaneous and cumulative) to transform bibliographic networks, using the works’ publication year, into corresponding temporal networks based on temporal quantities. We also show how to use the addition of temporal quantities to define interesting temporal properties of nodes, links and their groups thus providing an insight into evolution of bibliographic networks. Using the multiplication of temporal networks we obtain different derived temporal networks providing us with new views on studied networks. The proposed approach is illustrated with examples from the collection of bibliographic networks on peer review.  相似文献   

Jointly valuing journal visibility and author citation count: An axiomatic approach     

《Journal of Informetrics》2020,14(1):100988

This paper proposes a simple, flexible, axiom-based mechanism for facilitating the comparison between a scholar's citation count and the visibility of the journals wherein the scholar's articles were published. The goal is to help research review bodies easily grasp the distinction these two forms of scholarly accomplishment and to provide a transparent way to articulate expectations about them to scholars. The approach is demonstrated using a widely applied and cooperative functional form that can reflect, via different parameter values, a wide range of possible beliefs about the relative merits of citation counts and journal visibility.  相似文献   

Application of machine learning techniques to assess the trends and alignment of the funded research output     

《Journal of Informetrics》2020,14(2):101018

Research and development activities are regarded as one of the most influencing factors of the future of a country. Large investments in research can yield a tremendous outcome in terms of a country’s overall wealth and strength. However, public financial resources of countries are often limited which calls for a wise and targeted investment. Scientific publications are considered as one of the main outputs of research investment. Although the general trend of scientific publications is increasing, a detailed analysis is required to monitor the research trends and assess whether they are in line with the top research priorities of the country. Such focused monitoring can shed light on scientific activities evolution as well as the formation of new research areas, thus helping governments to adjust priorities, if required. But monitoring the output of the funded research manually is not only very expensive and difficult, it is also subjective. Using structural topic models, in this paper we evaluated the trends in academic research performed by federally funded Canadian researchers during the time-frame of 2000–2018, covering more than 140,000 research publications. The proposed approach makes it possible to objectively and systematically monitor research projects, or any other set of documents related to research activities such as funding proposals, at large-scale. Our results confirm the accordance between the performed federally funded research projects and the top research priorities of Canada.  相似文献   

The power of social cues in the battle for attention: Evidence from an online platform for scholarly commentary     

《Journal of Informetrics》2020,14(4):101077

Because humans have limited resources and capacities to digest and comprehend the unprecedented amount of information bombarding today’s world, human attention is a scarce resource and the problem of information overload is becoming increasingly serious. In this study we aim to contribute to an understanding of how humans make decisions about the value of complex sources of information, specifically in the context of online scholarly platforms, online news, and social media. We thus use almost 5000 research-based VoxEU texts, together with the corresponding authors’ characteristics, to test whether, as an evolutionary approach would suggest, author success, skills, and prestige serve as strong cues in readers’ attentional decisions, by analyzing reading, sharing, and searching behaviors. In addition to finding strong support for this assumption, we also show that readers respond to such visual cues as article title, number of words in the abstract, and/or text content, with a clear favoring of figures over tables.  相似文献   

Knowledge spillovers: Does the geographic proximity effect decay over time? A discipline-level analysis,accounting for cognitive proximity,with and without self-citations     

《Journal of Informetrics》2020,14(4):101072

This work analyzes the variation over time of the effect of geographic distance on knowledge flows. The flows are measured through the citations exchanged between scientific publications, including and excluding self-citations. To calculate geographic distances between citing and cited publication, each publication is associated with a “prevailing” territory, according to the authors’ affiliations. We then apply a gravity model to account for the research size of the territories, in terms of cognitive proximity of citing-cited publications. The field of observation is the 2010–2017 world publications citing the 2010–2012 Italian publications, as indexed in the Web of Science. The results show that in domestic knowledge flows, geographic proximity remains an influential factor through time, although with differences among disciplines and trends of attenuating effects. Finally, we replicate the analyses of knowledge flows but with the exclusion of self-citations: in this manner the effect of geographic proximity seems reduced, particularly at the national scale, but the differences (with vs without self-citations) lessen through time. As shown in previous works, the effect of distance on continental flows is modest (imperceptible for intercontinental flows), yet here too time has some influence, including concerning exclusion of self-citations.  相似文献   

The role of geographical proximity in knowledge diffusion,measured by citations to scientific literature     

《Journal of Informetrics》2020,14(1):101010

This paper analyses the influence of geographic distance on knowledge flows, measured through citations to scientific publications. Previous works using the same approach are limited to single disciplines. In this study, we analyse the Italian scientific production in all disciplines matured in the period 2010–2012. To calculate the geographic distances between citing and cited publications, each one is associated with a “prevalent” territory on the basis of the authors’ affiliations. The results of the application of a gravity model, estimated using ordinary least squares regression, show that despite the spread of IT, geographic distance continues to be an influential factor in the process of knowledge flows between territories. In particular, the analysis reveals that the effect of geographic distance on knowledge flows is significant at the national level, not negligible at the continental level, but completely irrelevant at the intercontinental level.  相似文献   

Caveat emptor: Scan quality of Elsevier's digital backfile PDF collection     

《The Journal of Academic Librarianship》2023,49(4):102717

Scans of journal articles originally published in print, otherwise known as digital journal backfiles, benefit library patrons by providing near instantaneous access to important older information and full-text searchability. Digital backfiles can serve as a reliable surrogate for their corresponding print journals which could be removed from the library, freeing up space for other patron services. Both benefits are realized when the scanned articles are of sufficient clarity to replace the print versions. Several studies have analyzed small and subject-narrow sections of Elsevier's digital backfile. This article contains a scan-quality analysis from 1578 journals that contain nearly four million articles and represents a significant portion of Elsevier's entire digital journal backfile. We divided journals into three categories and five discipline-specific classifications and compared them by logistic regression for differences in scan quality. Approximately 4.2 % of the articles analyzed contained illegible text, tables, or figures. This data may inform a library's acquisition, retention and space-planning decisions that in turn will affect a patron's access to and use of electronic journal articles.  相似文献