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Implementation of Jaccard Coefficient Method for Searching Report Findings of Internal Quality Audit in Ahmad Dahlan University

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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Year of Publication: 2020
Authors:
Dewi Soyusiawaty, Indriyani Putri Utami
10.5120/ijca2020920954

Dewi Soyusiawaty and Indriyani Putri Utami. Implementation of Jaccard Coefficient Method for Searching Report Findings of Internal Quality Audit in Ahmad Dahlan University. International Journal of Computer Applications 175(38):28-35, December 2020. BibTeX

@article{10.5120/ijca2020920954,
	author = {Dewi Soyusiawaty and Indriyani Putri Utami},
	title = {Implementation of Jaccard Coefficient Method for Searching Report Findings of Internal Quality Audit in Ahmad Dahlan University},
	journal = {International Journal of Computer Applications},
	issue_date = {December 2020},
	volume = {175},
	number = {38},
	month = {Dec},
	year = {2020},
	issn = {0975-8887},
	pages = {28-35},
	numpages = {8},
	url = {http://www.ijcaonline.org/archives/volume175/number38/31702-2020920954},
	doi = {10.5120/ijca2020920954},
	publisher = {Foundation of Computer Science (FCS), NY, USA},
	address = {New York, USA}
}

Abstract

Currently, the implementation of the Internal Quality Audit (AMI) at Ahmad Dahlan University has been facilitated by the Quality Assurance Support System (QASS) of Ahmad Dahlan University. However, the implementation still takes a long time because the search for the results of AMI findings are still done manually by reading one by one the hardcopy report on the implementation of the previous AMI period. Quality Assurance Agency (BPM) still finds difficulties to carry out the audit process. Therefore, BPM requires AMI findings report searching system based on the finding criteria that the user wants. The purpose of this paper is to implement the Jaccard Coefficient method in the AMI findings report search system at Ahmad Dahlan University. Based on the research conducted by the writers, the AMI findings report search system using the Jaccard Coefficient method according to the keywords by the user can ease in finding the AMI Findings report. The test results in this study obtained recall value 1 which states that the system can find the relevant AMI findings and the average precision value of 0.46 indicates that there are still other documents besides the relevant documents found (retrieved) by the system

References

  1. Putra, A. (2014) ‘Sistem Audit Mutu Akademik Internal Berbasis Web pada Universitas Sriwijaya’, Prosising Seminar Nasional Ilmu Komputer, (19).
  2. Rinartha, K. et al. (2017) ‘Simple Query Suggestion Untuk Pencarian Artikel Menggunakan Jaccard Similarity’, 3(1), pp. 30–34
  3. Soyusiawaty, Dewi, and Anna Hendri Soleliza Jones. 2020. “Pemanfaatan Bahasa Alami Penelusuran Informasi Skripsi Melalui Digital Library ( Studi.” : 1–8.
  4. Manning, C. D., Raghavan, P. and Schütze, H. (2008) Introduction to Information Retrieval Introduction, Computational Linguistics. doi: 10.1162/coli.2009.35.2.307..
  5. Baeza-Yates, R. and Ribeiro-Neto, B. (1999) ‘Modern information retrieval’, New York, 9, p. 513. doi: 10.1080/14735789709366603.
  6. Ingwersen, P. (1992) Information Retrieval Interaction. London: Taylor Graham.
  7. Yanti, N. (2005) ‘Kasim Riau ( Studi Kasus : Lembaga Penjaminan Mutu )’.
  8. Plansangket, S. and Gan, J. Q. (2015) ‘A query suggestion method combining TF-IDF and Jaccard Coefficient for interactive web search’, Artificial Intelligence Research, 4(2), pp. 119–125. doi: 10.5430/air.v4n2p119.
  9. Ro’is, M. A. (2018) ‘Implementasi Metode Jaccard Similarity Pada Aplikasi Pencarian Lirik Lagu’
  10. Mandala, R. (2006) ‘Evaluasi efektifitas metode’, 2006(Snati)
  11. Pao, M. L. (1989) Concepts of Information Retrieval. Englewood, Colorado: Libraries Unlimited
  12. Lestari, N. P. (2016) ‘Uji Recall And Precision Sistem Temu Kembali.
  13. Soyusiawaty, Dewi, Anna Hendri Soleliza Jones, and Nora Lestari Lestariw. 2020. “The Stemming Application on Affixed Javanese Words by Using Nazief and Adriani Algorithm.” IOP Conference Series: Materials Science and Engineering 771(1).

Keywords

AMI Finding Reports, Internal Quality Audit, Information Retrieval, Jaccard Coefficient, Searching System