Big data-driven investigation into the maturity of library research data services (RDS)

Nahotko, Marek; Zych, Magdalena; Januszko-Szakiel, Aneta; Jaskowska, Małgorzata

doi:10.1016/j.acalib.2022.102646

Cited by 16 publications

(5 citation statements)

References 61 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…As a third procedure, the content of the matrices was examined using the Voyant Tools program, which is an open-source online application designed to help users analyze digital texts through data visualization [20].…”

Section: Methodsmentioning

confidence: 99%

Analysis of the Second Presidential Debate in Ecuador 2021: Lasso vs Arauz

Mariño,

García,

Sánchez-Montoya

2023

Atlantis Highlights in Social Sciences, Education and Humanities

View full text Add to dashboard Cite

The presidential debate held during the second ballot between Guillermo Lasso and Andrés Arauz was a defining moment for the 2021 elections. Featured on national television, the debate resulted only in discussions between the candidates. It was structured in 5 main topics present in a synthesized way, the main proposals of both candidates. The Organic Law on Elections and Political Organizations of the Republic of Ecuador, Code of Democracy, on its article 202, number 2, determines that: "Electoral debates are the different forms of public discussion in which the candidates contrast their government programs and programmatic proposals, submitting to the questioning of their rivals, moderators and citizens, through the media and the public (…)"; likewise, it is stated that the National Electoral Board "(…) will hold a mandatory debate in the first and second ballots (…)" in the Presidential elections [1]. In this sense, the presidential candidates participated in at least two mandatory public debates, during the first and second ballots, in order to publicize their proposals and work plans. This work analyzes, from the communicational point of view, that the candidates could favor or harm their image at the time of making the decision both in the narrative development and in the handling of their audiovisual planning during the televised broadcast.

show abstract

Section: Methodsmentioning

confidence: 99%

Analysis of the Second Presidential Debate in Ecuador 2021: Lasso vs Arauz

Mariño,

García,

Sánchez-Montoya

2023

Atlantis Highlights in Social Sciences, Education and Humanities

View full text Add to dashboard Cite

show abstract

“…RDM in the era of big data is going to be more complex; hence, Laskowski (2021) also supported the involvement of libraries and LIS professionals in helping the researchers for the same. They recommended that libraries engage in BDA and that LIS professionals acquire the necessary knowledge, skills and expertise to meet the needs of researchers in big data and RDM (Nahotko et al , 2023). Liu (2018) proposed a library big data application model catering to various challenges posed by big data in academic libraries.…”

Section: Literature Reviewmentioning

confidence: 99%

Developing a big data analytics platform using Apache Hadoop Ecosystem for delivering big data services in libraries

Singh

2024

DLP

View full text Add to dashboard Cite

Purpose Although the challenges associated with big data are increasing, the question of the most suitable big data analytics (BDA) platform in libraries is always significant. The purpose of this study is to propose a solution to this problem. Design/methodology/approach The current study identifies relevant literature and provides a review of big data adoption in libraries. It also presents a step-by-step guide for the development of a BDA platform using the Apache Hadoop Ecosystem. To test the system, an analysis of library big data using Apache Pig, which is a tool from the Apache Hadoop Ecosystem, was performed. It establishes the effectiveness of Apache Hadoop Ecosystem as a powerful BDA solution in libraries. Findings It can be inferred from the literature that libraries and librarians have not taken the possibility of big data services in libraries very seriously. Also, the literature suggests that there is no significant effort made to establish any BDA architecture in libraries. This study establishes the Apache Hadoop Ecosystem as a possible solution for delivering BDA services in libraries. Research limitations/implications The present work suggests adapting the idea of providing various big data services in a library by developing a BDA platform, for instance, providing assistance to the researchers in understanding the big data, cleaning and curation of big data by skilled and experienced data managers and providing the infrastructural support to store, process, manage, analyze and visualize the big data. Practical implications The study concludes that Apache Hadoops’ Hadoop Distributed File System and MapReduce components significantly reduce the complexities of big data storage and processing, respectively, and Apache Pig, using Pig Latin scripting language, is very efficient in processing big data and responding to queries with a quick response time. Originality/value According to the study, there are significantly fewer efforts made to analyze big data from libraries. Furthermore, it has been discovered that acceptance of the Apache Hadoop Ecosystem as a solution to big data problems in libraries are not widely discussed in the literature, although Apache Hadoop is regarded as one of the best frameworks for big data handling.

show abstract

“…[4] Marek et al (2022) considered that research data management (RDM) poses a significant challenge for academic organizations. [5] Barrie et al (2022) ponited out that knowledge sharing is a primary focus area within the scope of knowledge management. [6] Existing literature has explored how libraries can serve disciplines or assist scientific research, providing a theoretical basis for this article.…”

Section: Introductionmentioning

confidence: 99%

Research on the Enhancement of Scientific Research Ability in Economics and Management Disciplines by University Libraries

Yin

2024

SHS Web of Conf.

View full text Add to dashboard Cite

University libraries must play an important role in assisting the improvement of scientific research capabilities in the field of economics and management disciplines. For this reason, most university libraries have taken some measures, such as establishing a subject librarian system and building digital resource libraries. However, the subject librarian system in some university libraries is not perfect, the quality of information services is not high, the role of academic exchange platforms is not fully utilized, and there is less organization of training in scientific research methods and skills. To enhance the scientific research capabilities of economics and management disciplines, university libraries should enhance the service capabilities of subject librarians, use digital technology to provide precise subject services, build academic exchange platforms, normalization of training.

show abstract

Big data-driven investigation into the maturity of library research data services (RDS)

Cited by 16 publications

References 61 publications

Analysis of the Second Presidential Debate in Ecuador 2021: Lasso vs Arauz

Analysis of the Second Presidential Debate in Ecuador 2021: Lasso vs Arauz

Developing a big data analytics platform using Apache Hadoop Ecosystem for delivering big data services in libraries

Research on the Enhancement of Scientific Research Ability in Economics and Management Disciplines by University Libraries

Contact Info

Product

Resources

About