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Journal : Bulletin of Computer Science Research

Penerapan Algoritma BM25 dalam Pencarian Lowongan Pekerjaan pada Website Job Portal Kheng, Tek; Asri, Jefry Sunupurwa; Wahyu, Sawali; Yulhendri, Yulhendri
Bulletin of Computer Science Research Vol. 5 No. 5 (2025): August 2025
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bulletincsr.v5i5.760

Abstract

The development of the digital era has grown rapidly all the time which has significantly changed the job search process for job applicants, making Online Job Portals one of the main places in human resource recruitment activities, however, the effectiveness of Job Portals Job search still has fundamental weaknesses such as the job search technology used still uses simple string matching which can cause less relevant search results and reduce the quality of user experience in applying for jobs. This study was conducted to improve the quality of job vacancy search results on Job Portal A Career by applying the Okapi BM25 algorithm. This research method uses a Rapid Application Development (RAD) development approach, such as designing a client server architecture with Next.js as the frontend, ASP.NET Core as the backend and PostgreSQL as the main database. The BM25 algorithm is integrated directly into the database using the VectorChord BM25 extension to calculate the search relevance score with the user inputted query. In testing with the query “accelist the quality support career IT need”, the system displays 800 of 1,011 documents (79.13%) with a non-zero relevance score. Furthermore, evaluation through User Acceptance Testing (UAT) showed a user satisfaction rate of 91.2%, confirming that BM25 is capable of displaying the most relevant results at the top of the rankings and supporting the effectiveness of the search system. The results of this study can be concluded that the BM25 algorithm is a more effective and efficient search solution with high scalability potential for application to other web-based job search systems.
Co-Authors Aditya Adila Adrian Adrian Afi Rachmat Slamet Agung Sudjatmoko Agustina, Noni Al Rifqi, Fiere Ahmad Alamuiza, Monica Ihsan Alda Putri Zahara Alisha, Wyanet Putri Alivia Yufitri Almauiza, Monica Ihksan Alpa Sundari Meganingrum AMINAH Amo Sugiharto Annisyah Putri Ardi Annur Fitri Hayati Apresia Kadek Arfian, Muhammad Hadi Ari Pambudi Ariansah Arief Kusuma Arif Apriansah Arif Kurniawan Asari, Cindy Ashilah Puti Salsabila Arfi Azfirmawarman, Dony Betri Herlina Binastya Anggara Sekti Budi Tjahjojo Budi Tjahjono Budilaksono, Sularso Chairunnas Chairunnas Citra Ramayani Dahnil Mar. J Dana Mulanda Daniel Kisahwan Delvia Safitri Dendy Kurniawan Dendy Kurniawan Deni Hermana Derliana Dero, Sulamitha Valent Desi Rahmadani Diah Aryani Diah Aryani, Diah Diana Hutami Putri Dinda Oktaviani Waruwu Dita Harinda Saskia Djunaedi, Bagas Dwi Fuji Cahyanti Dwitiya Putri Kirana, Geraldine Dzikra, Alfi Muhammad Efrizal Syofyan Eka Deasi Sri Wulan Dari Eka Fauzihardani Elis, Isma Elvi Rahmi Erry Yudhya Mulyani Euis Heryati Evi Syafrida Nasution Fadilla Septiani Fahmil Haris Faridho Faridho Fauzana Zafira Febrizka Ananda Fifi Febriandiela Fikra Fikra Fitri Juita Fitria Rahmona Frisca Fawzyah Friska Imania Fyrsty Ashra Nisa Ghrandiaz, Valerian Gioferi, Gilfen Gita Ramadhani Gustika Yonanda Hamdi Hamdi Hamdi Rifai Hani Dewi Ariessanti Hanifah Hanifah Hannah Patricia Harman Amir Hendri Gunawan Heriyanti Heriyanti Heriyanti Herwanto, Agus Hidayah, Taufika Hijratul Husna Hikmil Kumala Holder Simorangkir Holder Simorangkir Holder Simorangkir Ibtihal Hidayah Ichwani, arief Ihsania Ikrima Kinanti Imtihan Imtihan Imtihan Imtihan Imtihan, Imtihan Insan, Ranggi Rahimul Irawan, Bambang Irma Irma Isma Elisa Jefry Sunupurwa Asri Juman Kundang K Junita Karnila Kartini Kartini Kartini Kartini Kartini Kartini Kartini Kartini kartini, kartini Kheng, Tek Komaini, Anton Kundang Karsono Juman Kundang Karsono Juman Kundang Karsono Juman Kurniawan, Akbar Anggi Kus Hendrawan Muiz Kusuma, Mahesa Adi Lasmaida Gurning Latifannisa, Nuri Lince Mageiasti Lince Magriasti Lince Magriasti Lisa Mayasari Lisa Mayasari Luh Gede Mirah Semarandhanu Lukman Hakim Luqman Hakim Maharani Aulia R Malabay Malabay ., Malabay Malabay Malabay Malabay Malabay Malabay, Malabay Mardhotillah, Nurul Izzah Mardiah Mardiah Marna, Jean Elikal Mayasari, Lisa Mela Rosiana Dewi Melati, Inaya Sari Menik Kurnia Siwi Mentari Ritonga Meza Yulia Astuti Mir Atun Shalihah Muhamad Bahrul Ulum Muhammad Afif Muhammad Hilmyansyah Muhammad Ilham Muhammad Rizki E Muhammad Rizki Prima Sakti Mulyadi Mulyadi Mulyo Wiharto Munawar Munawar Mustika, Sari Najmatul Haya Zen Neneng Ayu Komala Formi Niko Prasetyawan Aji Nina Nurhasanah Nita Sofia Nixon Erzed Nizirwan Anwar Nofriansyah, Nofriansyah Nora Susanti Nur Fadhila Arivino Nur Rizka Sari Nurlela, Ida Nurul Ihsan Nurul Izzah Mardhotillah Oknaryana, Oknaryana Oktaviani, Wiltri Prayuda, Robby Primaranti, Jenyta Purasani, Hana Netti Purwano SK Putri Maya Putri, Elvita Weni Rafi Farizki Rahman, Bayu Kurnia Rahmi, Yuri Raihana, Rima Ratnawati Susanto Ratnawati Susanto Retna Junia Rhama Fadilla Zainal Rian Adi Pamungkas Rifi Wasrika Rino Rino Riri Jonuarti Ritonga, Mentari Riya Widayanti Roesfiansjah Rasjidin Ronny Mardhino Rose Rahmidani Rosi Avrisa Safitri, Delvia Salsabila, Salsabila Santika, Wilda Selvi Jenifer Ezenwune Setiani, Amalia Alifah Setianingsih Setiawati, Popong Setiowati, Dewi Setyowardhani, Aulia Faradilla Seulalae, Anggos Habil Sherina Agvara Rizal Simorangkir, Sahat T Siti Nur Kholifah Softazia, Weni Sofya, Rani Sri Arita Sri Arita Sri Oktavani Stevani Stevani Sudarman, Haris Sugiharto, Amo Supriyanto Supriyanto Susanto Susanto, Ratnawati Susanto, Yudi Susi Evanita Syafni Anita Putri Syafriandi Syafriandi Syair Nandi Syawirda Syawirda Syifa Maulida Akmalia Tarigan, Masmur Teddy Pratama Tjahjono Tjahjono B Tri Kurniawati Tri Kurniawati, Tri Tri Wijayanti Ummanah Ummanah, Ummanah Vitri Tundjungsari Wahyu, Sawali Wardiman, Jery Wibowo, Pahul Tri Widia Ningsih Widodo, Agung Mulyo Widya Endrina Willi Kornellius Winda Octaviani Wiwik Gurnita Wyanet Putri Alisha Yenni Darvina Yohandri Yudhi, Muhammad Febri Yuliati Yuliati Zul Fahmi