Exploration of Data Literacy Research Using a Network of Cluster Mapping Approach

被引:3
|
作者
Sheriff, Naseema [1 ]
Sevukan, R. [1 ,2 ]
机构
[1] Pondicherry Univ, Dept Lib & Informat Sci, Pondicherry, India
[2] Pondicherry Univ, Dept Lib & Informat Sci, Pondicherry 605014, India
关键词
Research Data Management; Research Data; Data Quality; Data Visualization; Data Science; Artificial Intelligence; COCITATION; CITATION; PATTERNS;
D O I
10.5530/jscires.12.1.002
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
Data literacy is essential for academics, researchers, and emerging data management professionals. The quality of scientific productivity is determined by the underlying knowledge of data collection or generation during the research process, which impacts data literacy. This research aims to investigate the current state of data literacy by examining bibliographic data with no constraints on themes or time periods. The generation of digital data has increased, and storage capacity and accessing devices have improved in the upgraded version, but where is the proper education for dealing with data? The research team must focus on data literacy to address all of these challenges. This paper will provide an overview and groundwork for data literacy based on previously published literature. This study used scholarly literature from Elsevier's Scopus database to conduct a knowledge network and mapping analysis. The global contributors and significant countries are mapped with institutions and authors. Primary areas are identified using a keyword co-occurrence network. Influential research papers and journals were identified using Document Co-Citation Analysis (DCA) and Journal Co-Citation Analysis (JCA). This paper highlights the insightful features of data literacy by conducting scientometric analysis with CiteSpace and VOSviewer. It reveals that researchers lack basic data management skills and end with complicated and ambiguous research findings. Researchers must emphasize the importance and fundamentals of data literacy skills and some metrics that may be used to assess the acquired skills.
引用
收藏
页码:130 / 143
页数:14
相关论文
共 50 条
  • [21] Research on a cluster system for binary data frames of wireless sensor network
    Jie Zheng
    Cluster Computing, 2016, 19 : 783 - 791
  • [22] Data literacy and management of research data - a prerequisite for the sharing of research data
    Palsdottir, Agusta
    ASLIB JOURNAL OF INFORMATION MANAGEMENT, 2021, 73 (02) : 322 - 341
  • [23] Mapping the landscape of research on 360-degree videos and images: a network and cluster analysis
    Mancuso, Valentina
    Borghesi, Francesca
    Bruni, Francesca
    Pedroli, Elisa
    Cipresso, Pietro
    VIRTUAL REALITY, 2024, 28 (02)
  • [24] Doing time: an exploration of timescapes in literacy learning and research
    Burgess, Amy
    LANGUAGE AND EDUCATION, 2010, 24 (05) : 353 - 365
  • [25] Research data management and research data literacy in Slovenian science
    Vilar, Polona
    Zabukovec, Vlasta
    JOURNAL OF DOCUMENTATION, 2019, 75 (01) : 24 - 43
  • [26] Data Gathering Cluster-Based Approach for In-Network Aggregation
    Vinodha, R.
    Durairaj, S.
    FIRST INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING, TECHNOLOGY AND SCIENCE - ICETETS 2016, 2016,
  • [27] Dynamic accessibility mapping using floating car data: a network-constrained density estimation approach
    Li, Qingquan
    Zhang, Tong
    Wang, Handong
    Zeng, Zhe
    JOURNAL OF TRANSPORT GEOGRAPHY, 2011, 19 (03) : 379 - 393
  • [28] QUANTIFICATION OF EXPLORATION DATA FOR RESEARCH IN EXPLORATION STRATEGY
    GAUCHER, E
    CANADIAN MINING AND METALLURGICAL BULLETIN, 1972, 65 (719): : 53 - &
  • [29] Cluster Mapping Compression Storage of Monitoring Big Data in Distribution Network Based on Hive
    Qu, Zhi-jian
    Chen, Ding-long
    Peng, Xiang
    Wang, Qun-feng
    Zhao, Liang
    MATERIALS, INFORMATION, MECHANICAL, ELECTRONIC AND COMPUTER ENGINEERING (MIMECE 2016), 2016, : 366 - 371
  • [30] An Exploration of the Definition of Data Literacy in the Academic and Public Domains
    Ghodoosi, Bahareh
    Torrisi-Steele, Geraldine
    West, Tracey
    Li, Qinyi
    INTERNATIONAL JOURNAL OF ADULT EDUCATION AND TECHNOLOGY-IJAET, 2023, 14 (01):