Application of Inverted Index Technique to Improve Document Search Effectiveness in Office Administration System

Authors

  • Septa Septa Universitas Sumatera Utara
  • Dirmansyah Dirmansyah Universitas Sumatera Utara
  • Fithria Rizka S Universitas Sumatera Utara
  • Le Minh Tu Thai Nguyen University

DOI:

https://doi.org/10.26740/joaep.v4n3.p193-202

Keywords:

inverted index, information retrieval, office administration, document similarity, search system

Abstract

This research aims to explain in depth the use of the inverted index technique in the information retrieval process. Inverted index is a crucial data structure in modern search systems, allowing quick and efficient access to relevant documents or information. This research falls into the category of descriptive qualitative research and uses data collection methods through a thorough literature study. The results show that systems that implement indexing methods, especially inverted index, can significantly improve the performance of search results. This technique plays an important role in improving the completeness and relevance of documents desired by users. With inverted index, the system can quickly identify and return documents that best match the user's query, improving the accuracy and efficiency of the search process.

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References

Bergstrom, C. T., & West, J. D. (2020). Calling bullshit: The art of skepticism in a data-driven world. Penguin Books.

Boehme, M. (2019). A comprehensive study on similarity and plagiarism detection. Springer.

Darojad, R. M. (2015). Sistem temu balik informasi dokumen makalah ilmiah berbahasa Indonesia menggunakan struktur data inverted index berbasis hash table dan linked list (Tesis, Universitas Sanata Dharma, Yogyakarta).

Fika, A. (2020). Analysis of inverted index in information retrieval systems. Journal of Information Science, 38(2), 123-135. https://doi.org/10.1177/0165551519876617

Hidayat, W. (2015). Indexing and retrieval engine untuk dokumen berbahasa Indonesia dengan menggunakan inverted index. Semin. Nas. Inform. dan Aplikasi (SNIA), 2015 October

Lin, J., & Dyer, C. (2018). Data intensive text processing with MapReduce. Morgan & Claypool Publishers.

Manning, C., Raghavan, P., & Schütze, H. (2019). Inverted indexing. Retrieved August 19, 2024, from http://home.deib.polimi.it/lbondi/data/uploads/irdm116/slides/07_inverted_indexing_v1.pdf

Rachman, F. H. (2022). Sistem temu kembali informasi dalam mesin pencarian menggunakan model ruang vektor dan inverted index (Disertasi Doktoral, Universitas Gadjah Mada, Yogyakarta).

Robinson, L. (2014). Implementasi metode generalized vector space model pada aplikasi information retrieval untuk pencarian informasi pada kumpulan dokumen teknik elektro di UPT BPI LIPI (Disertasi Doktoral, Universitas Komputer Indonesia).

Setiawan, D. K., & Bunyamin, H. (2018). Pemanfaatan inverted index pada proses penelusuran kesamaan isi file dokumen PDF tugas akhir mahasiswa. In Seminar Nasional Teknologi Informasi dan Komunikasi (pp. 1-10). Yogyakarta.

Sugiyono. (2016). Metode penelitian kuantitatif, kualitatif, dan R&D. Alfabeta.

Swales, J. M., & Feak, C. B. (2016). Academic writing for graduate students: Essential tasks and skills (3rd ed.). University of Michigan Press.

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Published

2024-11-30

How to Cite

Septa, S., Dirmansyah, D., S, F. R., & Tu, L. M. (2024). Application of Inverted Index Technique to Improve Document Search Effectiveness in Office Administration System. Journal of Office Administration : Education and Practice, 4(3), 193–202. https://doi.org/10.26740/joaep.v4n3.p193-202

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Section

Articles
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