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Journal : SINTECH (Science and Information Technology) Journal

CASE-BASED REASONING PEMBERIAN REKOMENDASI PROFESI BERDASARKAN MINAT DAN BAKAT SISWA MENGGUNAKAN SIMPLE MATCHING COEFFICIENT SIMILARITY Made Hanindia Prami Swari; Rahel Widya Arianti; Faisal Muttaqin
SINTECH (Science and Information Technology) Journal Vol 3 No 1 (2020): SINTECH Journal Edition April 2020
Publisher : LPPM STMIK STIKOM Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (404.307 KB) | DOI: 10.31598/sintechjournal.v3i1.505

Abstract

One of the applications of technology in psychology is a system for determination of interest and talent systems. The system of determining interests and talents in this case can be applied in determining professional recommendations based on the interests and talents of a high school student who will continue to lectures or jobs in accordance with their fields. A person's interests and talents can be known from habits, preferences and hobbies. The Case-based Reasoning system created in this study uses cases from respondents which is collected using a questionnaire containing some questions about a person's interest in. To match new cases with old cases stored on a case basis, the authors use the Simple Matching Coefficient similarity method. The system will recommend a suitable work after the user inputs his preferences and habits. based on the results of the tests conducted, it was found that the system had produced the same calculation between the values generated by the system and manual calculations. While based on testing that conducted on data test, it was found that the system was able to provide an accuracy value of 83.33%.
CASE-BASED REASONING PEMBERIAN REKOMENDASI PROFESI BERDASARKAN MINAT DAN BAKAT SISWA MENGGUNAKAN SIMPLE MATCHING COEFFICIENT SIMILARITY Made Hanindia Prami Swari; Rahel Widya Arianti; Faisal Muttaqin
SINTECH (Science and Information Technology) Journal Vol. 3 No. 1 (2020): SINTECH Journal Edition April 2020
Publisher : LPPM STMIK STIKOM Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31598/sintechjournal.v3i1.505

Abstract

One of the applications of technology in psychology is a system for determination of interest and talent systems. The system of determining interests and talents in this case can be applied in determining professional recommendations based on the interests and talents of a high school student who will continue to lectures or jobs in accordance with their fields. A person's interests and talents can be known from habits, preferences and hobbies. The Case-based Reasoning system created in this study uses cases from respondents which is collected using a questionnaire containing some questions about a person's interest in. To match new cases with old cases stored on a case basis, the authors use the Simple Matching Coefficient similarity method. The system will recommend a suitable work after the user inputs his preferences and habits. based on the results of the tests conducted, it was found that the system had produced the same calculation between the values generated by the system and manual calculations. While based on testing that conducted on data test, it was found that the system was able to provide an accuracy value of 83.33%.
Co-Authors Agung Mustika Rizki Agung Mustika Rizki, Agung Mustika Aileena Solicitor Costa Rica El Chidtian Akbar, Fawwaz Ali Andreas Nugroho Sihananto Andreas Nugroho Sihanto Anggraini Puspita Sari Ani Dijah Rahajoe Arifan, Miftakhul Askara Raditya Aurora Prameswaty, Almira Azhari SN Basuki Rahmat Damayanti, Alfina Diyasa, I Gede Susrama Mas Dwi Wahyuningtyas Eva Yulia Puspaningrum Faisal Muttaqin Faisal Muttaqin Fetty Tri Anggraeny Firmansyah Firdaus Anhar Firza Prima Aditiawan Gilang Gema Ramadhan Handika, I Putu Susila Henni Endah Wahanani Hindrayani, Kartika Maulida Hutagaol, LeonHoss I Gede Winaya I Gusti Ngurah Agung Mahendra I Kadek Susila Satwika I Kadek Susila Satwika I Nyoman Sujana I Putu Susila Handika I Putu Susila Handika I WAYAN SUDIARSA Ika Nur Habibah Jannatul Firdaus Joni Bastian Joni Bastian Julastri, Bregsi Atingsari Kevin Santosa, Mochammad Lintang Perdana Rochmat Sugiharto Mandyartha, Eka Prakarsa Martoni Martoni Maulana, Hendra Muhammad Farhan Maulana Muhammad Hakam Fardana Muhammad Rifki Bahrul Ulum Muhammad Syafril Hidayat Muttaqin, Faisal Muttaqin, Faisal Nabila Rizky Amali Putri Ngurah Agus Sanjaya ER Nine Alvariqati Varqa Ansori Nugroho Sihananto, Anderas Permana, Eriko Indra Phitria, Shaum Pratama Wirya Atmaja Pratiwi, Nisa Prismahardi Aji Riyantoko Putra, Chrystia Aji Rabbani, Rafi Rahel Widya Arianti Rahel Widya Arianti Rahmadsyach, Mochammad Taufiq Retno Mumpuni Risnaldy Novendra Irawan Satria, Vinza Hedi Satwika, I Kadek Susila Sugiarto Sukandar, Ivan Christopher Syaifullah Jauharis Saputra, Wahyu Tasya Ardhian Nisaa' Tentra Olivia Tresna Maulana Fahrudin Tresna Maulana Fahrudin Ulummuddin, Ikhya Wahyu Syaifullah Jauharis Saputra Wariyanti Nugroho Putri Wayan Gede Suka Parwita Welda Wirya Atmaja, Pratama Yuniar Purbasari, Intan