PENERAPAN ALGORITMA TEXTRANK UNTUK AUTOMATIC SUMMARIZATION PADA DOKUMEN BERBAHASA INDONESIA
Keywords:
Automatic Summarization, Content Overlap Similarity, Graph-Based Ranking Algorithm, Sentence Extraction, TextRank algortithmAbstract
Automatic Summarization adalah sistem yang digunakan untuk meringkas dokumen secara otomatis. Ada beberapa algoritma untuk membangun sistem tersebut, dalam penelitian ini Automatic Summarization dibangun menggunakan algoritma TextRank. TextRank adalah algoritma peringkat berbasis grafik untuk memproses teks. TextRank menghasilkan ekstraksi kalimat sebagai ringkasan. Salah satu kelebihan dari algoritma ini, tidak diperlukannya pelatihan menggunakan data training pada algoritma yang digunakan. Perumusan dilakukan pada tahap berikut: preprocessing, hitung nilai kesamaan konten yang tumpang tindih, hitung nilai TextRank pada setiap kalimat, dan buat grafik. Hasilnya adalah teks ringkasan yang informatif. Automatic Summarization diuji dengan Q & A Evaluation yang diberikan kepada beberapa responden. Pengujian menunjukkan bahwa, algoritma ini mampu memberikan ringkasan dengan konten informatif hingga 82,48% untuk teks ringkasan 50% dan konten informative 93,76% untuk teks ringkasan yang dirangkum 75%.
Downloads
Published
How to Cite
Issue
Section
License
The copyright to this article is transferred to Universitas Mercu Buana (UMB) if and when the article is accepted for publication. The undersigned hereby transfers any and all rights in and to the paper including without limitation all copyrights to UMB. The undersigned hereby represents and warrants that the paper is original and that he/she is the author of the paper, except for material that is clearly identified as to its original source, with permission notices from the copyright owners where required. The undersigned represents that he/she has the power and authority to make and execute this assignment.
We declare that this paper has not been published in the same form elsewhere.
Furthermore, I/We hereby transfer the unlimited rights of publication of the above-mentioned paper as a whole to UMB. The copyright transfer covers the right to reproduce and distribute the article, including reprints, translations, photographic reproductions, microform, electronic form (offline, online) or any other reproductions of similar nature.
The corresponding author signs for and accepts responsibility for releasing this material on behalf of any and all co-authors. This agreement is to be signed by at least one of the authors who have obtained the assent of the co-author(s) where applicable. After submission of this agreement signed by the corresponding author, changes of authorship or in the order of the authors listed will not be accepted.
Retained Rights/Terms and Conditions
Although authors are permitted to re-use all or portions of the Work in other works, this does not include granting third-party requests for reprinting, republishing, or other types of re-use.
Our Articles are licensed under CC BY-NC
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
