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All Journal International Journal of Public Health Science (IJPHS) Jurnal Pendidikan Akuntansi Indonesia Media Elektrik Lentera Pendidikan Assets : Jurnal Ekonomi, Manajemen dan Akuntansi Equilibrium JURIKOM (Jurnal Riset Komputer) Jurnal Pendidikan dan Konseling Klasikal: Journal of Education, Language Teaching and Science Journal of Applied Science, Engineering, Technology, and Education Jurnal Ilmiah Akuntansi Peradaban Jurnal Teknik Informatika (JUTIF) Mattawang: Jurnal Pengabdian Masyarakat EduLine: Journal of Education and Learning Innovation Jurnal Iqtisaduna Jurnal Pengabdian Masyarakat Formosa (JPMF) Chemistry Education Review Jurnal Ilmiah Edutic : Pendidikan dan Informatika Teknovokasi : Jurnal Pengabdian Masyarakat Jurnal Pendidikan Terapan Vokatek : Jurnal Pengabdian Masyarakat Information Technology Education Journal Journal of Embedded Systems, Security and Intelligent Systems Jurnal Kemitraan Responsif untuk Aksi Inovatif dan Pengabdian Masyarakat Journal of Deep Learning, Computer Vision and Digital Image Processing Jurnal Sipakatau: Inovasi Pengabdian Masyarakat Jurnal MediaTIK
M. Miftach Fakhri
Universitas Negeri Makassar
Religion Humanities Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Public Health Social Sciences Other

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Journal : JURIKOM (Jurnal Riset Komputer)

 1 
Implementasi Metode Latent Semantic Analysis Pada Peringkasan Artikel Bahasa Indonesia Menggunakan Pendekatan Steinberger Jezek Dewi Fatmarani Surianto; Rezki Angriani Pratiwi Kadir; Fizar Syafaat; M Miftach Fakhri; Dary Mochamad Rifqie
JURIKOM (Jurnal Riset Komputer) Vol 9, No 4 (2022): Agustus 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/jurikom.v9i4.4620

Abstract

Currently, various types of news media that are developing have their own challenges, one of them is the increasing number of digital or online media. The increasing number of digital media in the form of online news sites not only has a positive impact on society, but also poses challenges. The more the number of online news portals increases, the more information is spread out. With a variety of topics and diverse information, it creates problems for readers to make time efficient in reading in full to obtain the desired information. This makes the phenomenon of text summarization very important. The purpose of this study is to analyze the Latent Semantic Analysis method in the text summarization process. The dataset used comes from previous research which includes 100 Indonesian news articles from various online news portals. In the experiment process, the Steinberger and Jezek techniques are used for the sentence selection process. The summary process is carried out using three types of compression rates, namely 10%, 30% and 50%. The best results obtained in this study are the precision value of 20% at a 10% compression rate, a recall value of 42% at a 50% compression rate, and an f-measure value of 22% at a 50% compression rate.
Co-Authors Aditya Alamsyah Syarif Ahmad Fadhil Imran Ahmar, Ansari Saleh Ainun Zahra Adistia Akhmad Affandi Akmal Hidayat Amiruddin Amiruddin Amri Rahman Ana Sulistiana Alwi Ananta Dwi Prayoga Alwy Andi Akram Nur Risal Andi Baso Kaswar Andi Baso Kaswar Andi Nailah Quin Azisah Alisyahbana Andika Isma Andika Isma Anwar Wahid Aprisal, Aprisal Asis Nojeng Asri Ismail Asriadi Awaliah Fitri Nur Ananda Bukhari Naufal Nur Ag Dary Mochamad Rifqie Della Fadhilatunisa Della Fadhilatunisa Della Fadhilatunisa Dewi Fatmarani Surianto Dewi Fatmarani Surianto Dewi Fatmarani Surianto Dwi Rezky Anandari Dyah Darma Andayani Ery Sugito Fadhil Zil Ikram Fadhilarahman Baso Faisal Faisal Faizal Arya Samman Fajriani Azis Farid Fajrin Fathahillah Fathahillah Fitria Arifiyanti Fitriyanty Dwi Lestary Fizar Syafaat Harisma Dita Ansyar Hartono Hendra Jaya Ika Wahyu Pratiwi Ilma Wulansari Hasdiansa Indah Febriyani Asril Irwansyah Suwahyu Jumadil Ahmad Safii Jumadil Ahmad Safi’i Kelvianto Pratama Harum Kurnia Prima Putra Lu'mu M. Al Ihlas M. Syahid Nur Wahid Marhawati Muh Akbar B Muh Bhilal Halim Muh Juharman Muh. Alham Satnur Muh. Alif Muh. Bhilal Halim Muh. Dadang Hawari Muh. Sunan Jaya Irmawan Muhammad Agung Muhammad Akbar Amir Muhammad Alif Leo Muhammad Fajar B Muhammad Fajar B Muhammad Fardan Muhammad Haristo Rahman Muhammad Ibrahim Muhammad Rakib Muhammad Yahya Namla Elfa Syariati Nur Azizah Ayu Safanah Nur Qirani Ridhaihi Nur Rahmah Sari Nurdin Nurikhlas Nurpa Gunawan Nuril Huda Nursyam Anaguna Putri Nanda Sari Radha Hasda Halfis Radhiah Raodahtul Jannah Rezki Angriani Pratiwi Kadir Rifqa Awalia Roby Aditya Rosidah Rosidah Rosidah Rosidah Rosidah Sabran Saharuddin Sanatang, sanatang Sapto Haryoko Setialaksana, Wirawan - Sitti Hasbiah Sitti Muthmainnah Sitti Radhiah Soeharto Soeharto Suhartono Suhartono Trisakti Akbar Vidiyanto Vidiyanto Wahyu Hidayat Wahyu Hidayat M Wahyudi Wahyudi Wahyudi Wulan Purnamasari Wulan Purnamasari S Wulandari Yasser Abd. Djawad Yuanita B Yuanita B