Implementation of Association Rule With Algorithm Apriori On Loan Data Library and Archives Service Book Regency Sukoharjo

Authors

  • Septiana Cahaya Sari Sistem Informasi Universitas Jenderal Achmad Yani Yogyakarta, Indonesia
  • Arif Himawan Universitas Jenderal Ahmad Yani Yogyakarta, Indonesia
  • Aris Wahyu Murdiyanto Universitas Jenderal Ahmad Yani Yogyakarta, Indonesia

DOI:

https://doi.org/10.31316/astro.v4i2.8411

Abstract

The library has an important role in improving literacy, education, and facilitating access to information for the community. The Department of Libraries and Archives of Sukoharjo Regency has a high number of collections and visitors every year. An analysis of book borrowing transaction data is necessary to obtain information that can enhance the quality of services in the Sukoharjo Regency Library. This research aims to process book borrowing data at the Sukoharjo District Library and Archives Office by applying the Knowledge Discovery in Databases method. In addition, this also seeks to implement the Apriori algorithm to discover association rules that illustrate the relationships between books that are often borrowed together by library members, as well as to provide recommendations for book management to the library staff. The Knowledge Discovery in Databases method is used because it is a systematic approach that focuses on collecting hidden knowledge from large and complex data. This method consists of five main stages, namely selection, preprocessing, transformation, data mining, and evaluation. This research succeeded in identifying patterns of book borrowing at the Sukoharjo Regency Library and Archives Service based on 1,052 lending transaction data, with a minimum support of 0.005 and a confidence of 0.2 obtained from 64 association rules.

Downloads

Published

2025-11-30

How to Cite

Sari, S. C., Arif Himawan, & Murdiyanto, A. W. (2025). Implementation of Association Rule With Algorithm Apriori On Loan Data Library and Archives Service Book Regency Sukoharjo. APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL, 4(2). https://doi.org/10.31316/astro.v4i2.8411

Issue

Vol. 4 No. 2 (2025): Applied Science and Technology Research Journal

Section

Articles

Citation Check

License

Copyright (c) 2025 Septiana Cahaya Sari, Arif Himawan, Aris Wahyu Murdiyanto

Creative Commons License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Authors who publish with this journal agree to the following terms:

  1. The journal allow the authors to hold the copyright without restrictions and allow the authors to retain publishing rights without restrictions.
  2. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
  3. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
  4. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).