Bibliomining the Pareto Principle of Public Libraries

Yi Ting Yang, Jiann Cherng Shieh

研究成果: 書貢獻/報告類型會議貢獻

摘要

The operation management or readers marketing of libraries cannot be only based on the experience and intuition of the library administrators. There must be some practical evidence to provide them as a reference for decision-making. Bibliomining is the use of statistics, bibliometrics, data mining, and other techniques to analyze the data generated by library operations, to explore the information available to library managers, and to assist their decision-making. From the application of the Pareto principle in business management, it is known that analyzing vital customers can help the growth of profit of product by marketing. Also, the main profit analysis helps in effective production management. This can, of course, be used analogously to the relationship of library readers and their circulations. Whenever using library readers borrowing data to discover the 80/20 rule (or Pareto Principle) existed in library circulation, we can further discuss the issues of operation management and reader marketing of the library from three perspectives: vital readers, major collection and both. In this study, we focus on the vital readers and the major collection as research topics. Under the situation of 80/20 in library circulation, we apply data mining techniques to further explore what characteristics of vital readers, useful collections and their impacts on the library.

原文英語
主出版物標題Information Systems Architecture and Technology
主出版物子標題Proceedings of 40th Anniversary International Conference on Information Systems Architecture and Technology – ISAT 2019 - Part III
編輯Zofia Wilimowska, Leszek Borzemski, Jerzy Swiatek
發行者Springer Verlag
頁面132-140
頁數9
ISBN(列印)9783030304423
DOIs
出版狀態已發佈 - 2020 一月 1
事件40th Anniversary International Conference on Information Systems Architecture and Technology, ISAT 2019 - Wrocław, 波兰
持續時間: 2019 九月 152019 九月 17

出版系列

名字Advances in Intelligent Systems and Computing
1052
ISSN(列印)2194-5357
ISSN(電子)2194-5365

會議

會議40th Anniversary International Conference on Information Systems Architecture and Technology, ISAT 2019
國家波兰
城市Wrocław
期間19/9/1519/9/17

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

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  • 引用此

    Yang, Y. T., & Shieh, J. C. (2020). Bibliomining the Pareto Principle of Public Libraries. 於 Z. Wilimowska, L. Borzemski, & J. Swiatek (編輯), Information Systems Architecture and Technology: Proceedings of 40th Anniversary International Conference on Information Systems Architecture and Technology – ISAT 2019 - Part III (頁 132-140). (Advances in Intelligent Systems and Computing; 卷 1052). Springer Verlag. https://doi.org/10.1007/978-3-030-30443-0_12