Understanding the research landscape of smart libraries using text mining and data visualization : A use case of Voyant Tool

被引:0
作者
Gulati, Sarita [1 ]
Sinhababu, Atasi [2 ]
Chakravarty, Rupak [3 ]
机构
[1] Shivalik Inst Educ & Res, Mohali, India
[2] Amity Univ, Chandigarh 160014, Punjab, India
[3] Panjab Univ, Dept Lib & Informat Sci, Chandigarh 160014, India
关键词
Text mining; Text analysis; Smart libraries; SL; Voyant Tool; Data visualization; Content analysis;
D O I
10.47974/CJSIM-2022-0051
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
Text mining has become one of the most common methods used to analyze natural language documents today. In this study, 81 open access journal articles on the topic of "smart libraries" from Google Scholar were analyzed using text mining techniques. Articles were chosen based on the criterion that they had to be open access and have smart libraries as their main component. To analyze the articles and discover interesting text patterns within the retrieved articles, Voyant Tool, an open-source text-mining tool, was used. It assists in finding Corpus Collocates that are closely related in texts as well as identifying n-grams in the field of smart libraries (sequences of words occurring together with the context that surrounds them). Results showed that the most frequently used words in the corpus were smart (3533); information (2253), data (1753); technology (1382); service (1327). Furthermore, findings showed that the longest document had 14210 words and the shortest had 1012. Overall, the study findings will help in understand the smart libraries ecosystem with deeper insight.
引用
收藏
页码:159 / 174
页数:16
相关论文
共 26 条
  • [1] [Anonymous], 2022, WHAT IS SMART LIB IG
  • [2] [Anonymous], 2020, Internet of Things, smart computing and technology: a roadmap ahead
  • [3] [Anonymous], 2019, ELECTRON LIBR, V37, P764, DOI 10.1108\/EL
  • [4] How to make the library smart? The conceptualization of the smart library
    Cao, Gaohui
    Liang, Mengli
    Li, Xuguang
    [J]. ELECTRONIC LIBRARY, 2018, 36 (05) : 811 - 825
  • [5] Ding Cong, 2017, MATEC Web of Conferences, V100, DOI 10.1051/matecconf/201710002044
  • [6] Galal Kareem S., 2020, EVOLUTION FUNCTION D
  • [7] Smart libraries: an emerging and innovative technological habitat of 21st century
    Gul, Sumeer
    Bano, Shohar
    [J]. ELECTRONIC LIBRARY, 2019, 37 (05) : 764 - 783
  • [8] Kumar L., 2013, J. Glob. Res. Comput. Sci, V4, P36
  • [9] Lyus D., 2011, J DATABASE MARKETING, V18, P39, DOI DOI 10.1057/DBM.2011.5
  • [10] Text Mining Digital Humanities Projects: Assessing Content Analysis Capabilities of Voyant Tools
    Miller, A.
    [J]. JOURNAL OF WEB LIBRARIANSHIP, 2018, 12 (03) : 169 - 197