Article Per Year (5 Year)
p-Index From 2020 - 2025
4.86
P-Index
This Author published in this journals
All Journal Jurnal TIMES JURNAL MEDIA INFORMATIKA BUDIDARMA IJISTECH (International Journal Of Information System & Technology) KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) The IJICS (International Journal of Informatics and Computer Science) JURIKOM (Jurnal Riset Komputer) Building of Informatics, Technology and Science JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Journal of Computer System and Informatics (JoSYC) TIN: TERAPAN INFORMATIKA NUSANTARA MEANS (Media Informasi Analisa dan Sistem) Jurnal Pengabdian kepada Masyarakat Nusantara IJISTECH JPM: JURNAL PENGABDIAN MASYARAKAT Bulletin of Computer Science Research Journal of Social Responsibility Projects by Higher Education Forum Journal of Information Technology (JIfoTech) Bulletin of Information Technology (BIT) BEES: Bulletin of Electrical and Electronics Engineering Jurnal ABDIMAS Budi Darma Bulletin of Multi-Disciplinary Science and Applied Technology KETIK : Jurnal Informatika ORAHUA : Jurnal Pengabdian Kepada Masyarakat Informatics
Guidio Leonarde Ginting
Universitas Budi Darma
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Veterinary Other

Published : 57 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Bulletin of Computer Science Research

 1 
Rekomendasi Berita Berkaitan dengan Menerapkan Algoritma Text Mining dan TF-IDF Natalia Silalahi; Guidio Leonarde Ginting
Bulletin of Computer Science Research Vol. 3 No. 4 (2023): June 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bulletincsr.v3i4.266

Abstract

News presentation is generally structured in such a way that the information presented is well grouped, but the use of electronic media does not necessarily offer complete news categories because not all of the space offered can be filled with good presentation, so special treatment is needed so that readers get the news. needed which is arranged based on recommendations. To arrange this research to be more structured, the authors carried out several stages in completing the research, namely the Problem Identification Stage, Literature Study Stage, Data Collection Stage, Text Mining and TF-IDF Algorithm Implementation Stage, and conclusions. The author implements the text mining and TF-IDF algorithms in processing news title data starting with the Text Mining Algorithm where this stage is a preprocessing stage with the aim that the data to be processed is a basic word so that the weighting process in the TF-IDF Algorithm is not too broad. After the text mining stage, it will proceed to the TF-IDF stage, namely weighting the terms in each document. Text mining and TF-IDF algorithms are able to provide appropriate news recommendations based on the highest similarity in meaning both in terms of topic and object of the news title, for future research it is recommended to use other algorithms such as cosine similar so that recommendations are not only generated from the suitability of words but can also see the similarity of meaning so that research results can be even better.
Co-Authors A M Hatuaon Sihite A.M Hatuaon Sihite Abdul Wahab Nainggolan Adelina, Putri Dani Adelina, Putri Dani Alwin Fau Anas, Irfan Ayu Novita Sari Berta Rohana Br Purba Dian Puspita Napitupulu Diana Marta Didik Didik Dodi Siregar Dodi Siregar Edward R. Siagian Eko Setia Budi Elsi Yulianti Pakpahan Fadlina Fince Tinus Waruwu Fince Tinus Waruwu Fitri Afriani Lubis Fricia Oktaviani Panjaitan Ginting, Permanan Gule, Senima Harahap, Annisa Fitri Hariska, Elvia Hery Sunandar Imam Saputra Intan, Novia Joni Alpensius Simatupang Juleha Juleha Jumantri Tua Beruntung Silaen Khairul Ihsan, Khairul Kurnia Ulfa Kusmanto Kusmanto Lince Tomoria Sianturi M. Rian Warisman Sinaga Maringan Sianturi Marpaung, July Yanti Meryance Viorentina Siagian Mesran, Mesran Minarni Pratama Mizwar, Tedi Muhammad Ansori Nasution Nadira Andini Natalia Silalahi Natalia Silalahi Natalia Silalahi Natalia Silalahi Natalia Silalahi, Natalia Natalius Tafonao Ndruru, Eferoni Nelly Astuti Hasibuan Panjaitan, Melda Permanan Ginting Pratama, Minarni Pristiwanto Pristiwanto Purba, Lamrianto Purba, Lamrianto Putri Ramadhani Ridho Adrian Rivalri K Hondro Rivalri Kristianto Hondro Rivalry Kristianto Hondro Ryan Syahputra S Sunaryo Salma Dola Silalahi Samsir Samsir, Samsir Sari, Herlina Sembiring, Abdul Sani Sinambela, Zulhan Sentoso Soeb Aripin Suginam Suha Alvita Suhada Suhada Sunaryo, S Surya Darma Nasution Syahputra, Fahmy Syahputra, Fajar Syukur Novertiani Gulo Taronisokhi Zebua Tedi Mizwar Tinambunan, Arnita Ulfa, Kurnia Zulhan Sentoso Sinambela