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All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) MEDIA MATRASAIN WIDYA TEKNIKA Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik Jurnal Algoritma Inspiratif Pendidikan Infotech Journal Jurnal Teknik Sipil Scientiae Educatia: Jurnal Pendidikan Sains PURWARUPA Jurnal Arsitektur Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer Jurnal Informatika Jurnal Teknik Komputer AMIK BSI Jurnal Teknik Informatika STMIK Antar Bangsa Techno Nusa Mandiri : Journal of Computing and Information Technology Jurnal Informatika Universitas Pamulang Jurnal Teknoinfo JSiI (Jurnal Sistem Informasi) FIKRAH INTI Nusa Mandiri JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Justiciabelen Jurnal Infortech Seminar Nasional Hukum Universitas Negeri Semarang Jurnal Sains Teknologi dalam Pemberdayaan Masyarakat Jurnal Kesehatan Tambusai Journal La Multiapp Abditeknika - Jurnal Pengabdian Kepada Masyarakat Computer Science (CO-SCIENCE) Fox Justi : Jurnal Ilmu Hukum Reputasi: Jurnal Rekayasa Perangkat Lunak Jurnal Abdimas Komunikasi dan Bahasa Jurnal Abdi Masyarakat Indonesia Decode: Jurnal Pendidikan Teknologi Informasi JUSTIN (Jurnal Sistem dan Teknologi Informasi) Jurnal Algoritma Jurnal Teknik Sumber Daya Air Jurnal Teknik dan Science (JTS) International Journal of Law Society Services Insand Comtech : Information Science and Computer Technology Journal JEBIMAN: Jurnal Ekonomi, Bisnis, Manajemen dan Akuntansi International Conference on Health Science, Green Economics, Educational Review and Technology (IHERT) Innovative: Journal Of Social Science Research Sinergi: Jurnal Pengabdian Kepada Masyarakat Scientica: Jurnal Ilmiah Sains dan Teknologi Jurnal Teknologi Informasi Indonesia Demokrasi: Jurnal Riset Ilmu Hukum, Sosial dan Politik Al-Qolamuna : Journal Komunikasi dan Penyiaran Islam Masyarakat Mandiri: Jurnal Pengabdian Dan Pembangunan Lokal Jurnal Ilmu Multidisiplin Akademika Jurnal Teknologi Pendidikan Jurnal Sinergi Manajemen SEMINAR TEKNOLOGI MAJALENGKA (STIMA) Fikrah : Jurnal Pendidikan Agama Islam Jurnal Riset Sosial Humaniora dan Pendidikan
Syarif Hidayatulloh
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Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Transportation Other

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Developing an NLP-Powered Chatbot Application for MSME Legal Literacy Hidayatulloh, Syarif; Utami, Lilyani Asri; Rachmi, Hilda
IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Vol 20, No 1 (2026): January
Publisher : IndoCEISS in colaboration with Universitas Gadjah Mada, Indonesia.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/ijccs.111460

Abstract

Micro, Small, and Medium Enterprises (MSMEs) play a vital role in the national economy but often face legal challenges due to limited literacy regarding regulations and lack of access to information. This study aims to develop a legal literacy chatbot application for MSMEs based on Natural Language Processing (NLP) using the Rapid Application Development (RAD) method. The development process was carried out iteratively by involving users to ensure the system meets their needs. System evaluation included Black Box testing, usability testing using the System Usability Scale, relevance testing, and performance testing. The Black Box results showed that all functions ran 100% successfully. Usability testing involving 24 respondents obtained an average SUS score of 71.98, which exceeded the standard threshold of 68, indicating that the application is acceptable and easy to use. Relevance testing showed a high level of answer suitability, while performance testing with GTmetrix produced a Performance score of 87%, Structure score of 92%, a fully loaded time of 2.1 seconds, and a total page size of 0.98 MB. These findings highlight that the chatbot application can provide legal information quickly, accurately, and practically, as well as has the potential to improve the legal literacy of MSME actors.
Strategi dan Model Pengambilan Keputusan dalam Manajemen Pendidikan dalam Kajian Literatur Interdisipliner Nurul Hayati; Syarif Hidayatulloh; Helma Putri Kusuma; Camelia Sabata; Komariyatul Hasanah; Mu’alimin Mu’alimin
RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan Vol. 3 No. 4 (2025): Juli: RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan
Publisher : Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/risoma.v3i4.823

Abstract

Making decisions is a crucial part of educational administration in order to successfully accomplish organizational objectives. Examining the idea and phases of decision-making in the management of teachers and other education staff is the goal of this study. A literature study is the approach taken, gathering information from books, journals, and related sources. According to the study's findings, making wise decisions requires a methodical process that includes problem identification, alternative analysis, choosing the best solution, execution, and evaluation. For decisions to be successful and responsible, ethics, dangers, and the interests of different parties must also be taken into account.
Co-Authors ., Anisa Abd Rahman, Aedah Abdul Latif Achiari, Hendra Adinata, Fitra Adryan Fitrayudha Agus Suyatno Ahiraf, Shidqul Azaim Ahmad MAULANA Ahmad Sinnun, Ahmad Akbar, Fadhel Virgiawan Amaliah, Nurmala Angelo Ishakputra, Jonathan Angelo, Jonathan Anik Maghfiroh Anisa Anisa Ansori, Yulian Anugrahayu, Aprilia Apitri, Siti Arief Budiman Arifin, Ogi Charist M Aryo Bronto, Danis Azzahro, Fatimah Camelia Sabata Dantje Kardana Natakusumah Desky Saptadiaji Dhivari, Danang Dian Resha Agustina Diaspalasara, Nico Dody Ariawan Eko Surojo Eva Rahmawati Evi Roviati Fachry Abda El Rahman Fadillah, Muhammad Arief Feri Prasetyo H Firmansyah Firmansyah Firmansyah Putra Fitnawati WN, Santy Halimatushadyah, Ernie Hamdani, Hafiz Helma Putri Kusuma Hendi Suhendi Hilda Rachmi Hutagalung, Henni Ibnatus Syarifah Ida Farida, Syarifah Irwan Darmawan Jaelani, Jaelani Joko Triyono Kartimi Kartimi Kartini, Aprilia Kiki Ari Suwandi kosasih Komariyatul Hasanah Lailil Muflikhah Larasaty, Past Novel Lilyani Asri Utami, Lilyani Asri Luthvansyach, Achmad Lutvansyach, Achmad Maria Shusanti Febrianti Maruloh, Maruloh Marzuki Marzuki MAULANA, ANAS Maulana, Andry Maya Saridewi Pascanawaty, Maya Saridewi Mohammad Alvan Fahmi Muhamad Agung Sedayu, Muhamad Agung Muhamad Agus sahbana Mustajab, Muhammad Amar Mu’alimin Mu’alimin Nadiya Khilmiyaturrosikнон Najmuddin, Najmuddin Nova Abil Isfian Nugroho, Eka Numan Musyaffa Nur Rohmah Nurajijah, Nurajijah Nurhavika, Nurhavika Nurul hayati Oktariyanto Nugroho, Eka Paduloh Paduloh Patyani, Enda PP, Bintang Pramudya Prasetyo Ramadhani, Nafi Ramadhani, Nilam Rifa’i, Muhamad Mastur Rifda Triani Mutmainah Rizal Setya Perdana Rizkiyawati, Rizkiyawati Rizky Agung Ferdiana Adam Robby Nurtresna sa'id, badar Sania Wahyu Ningrum Sharqony, Muh Aly Sianturi, Nurli Dian Stefani Sidik Sidik Sigit Kamseno Siti Marlina Siti Marlina, Siti Siti Muyasaroh Siti Rahmatillah N.S Sitinjak, Jerico Siwi, Anastasia Solehun, Solehun Sopiyati, Sopiyati Syabhan, Kiromi Telambanua, Merdiani Triyana, Ni Nyoman Triyono, Gandung Umma, Fauzan Khairo Ummu Radiyah, Ummu WITRIANA ENDAH PANGESTI WN, Shanty Fitnawati Wulandhani, Feni Yudi Ramdhani Yuli Widyastuti Yunisyaputra, Aji Zuleika, Adinda Putri