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Journal : Journal of Intelligent Decision Support System (IDSS)

Analysis of student sentiment towards the quality of final project guidance using the Support Vector Machine Algorithm Wijaya, Andi; Anan, M. Rifqi; Maulidi, Minan Fikri; Maulana, M. Farhan; Purnomo, Hadi; Arifin, Zainal
Journal of Intelligent Decision Support System (IDSS) Vol 7 No 4 (2024): December: Intelligent Decision Support System
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/idss.v7i4.280

Abstract

This research aims to analyze student sentiment towards thesis guidance services at Nurul Jadid University (UNUJA) using sentiment analysis methods with the Support Vector Machine algorithm. Thesis guidance services play a crucial role in shaping high-quality and competitive human resources within the university environment. However, students' sentiment assessments of these services are often complex and may differ from the perspectives of their advisors. The research approach used is quantitative analysis by collecting student feedback data through questionnaires and interviews. The text data from student responses is then processed to clean and format the data before being implemented with the Support Vector Machine algorithm. This algorithm will classify the sentiment into positive, negative, or neutral groups based on the information contained in the text responses. Based on the results of the conducted study, using the Support Vector Machine (SVM) method for sentiment analysis of thesis guidance quality at Nurul Jadid University, this study achieved an accuracy of 87%, precision of 88%, recall of 87%, and an F1 score of 86%.
Co-Authors , Susantidiana AA Sudharmawan, AA Abdul Rahman Adi, Nuri P. AGUS PRIYANTO Ahmad Faried Aidifitri, Siti Nurul Albar, Muh. Alwi Amarilisa Kusuma, Amarilisa Anan, M. Rifqi Andi Asadul, Andi Andi Nur Cahyo Andi Tira, Andi Andri Hidayat, Andri Andrianti, Sarah Andy Rachman Angelina, Devita Anggrainy, Veriana Angliana Chouw, Angliana Anna Meiliana Apriadi, Ferra Arief Rachmawan, Arief Arif Sugiono Asmawati Asmawati Astuti Kurnianingsih Astuti, Harti As’ad, Suryani Ayu Wulandari Aziz, Vijay Abdul Bachtiar Murtala Bahtiar, Akhmad Seruji Baso Madiong Benyamin Lakitan Bertha Pangaribuan Budiman, Bellinda Candra Ninghayu Chen, David Christopher Christopher Cuaca, Jeffrey Prasetya Cynthia R. Sartika Cynthia Retna Sartika, Cynthia Retna Danang Yulianto Deroes, Kartini M. Djoko Widodo Dwi Putro Priadi Dwiyanto, Muhammad Alvin Edrick, Jon Eka Armas Pailis Eko Purnomo Erizal Sodikin Erma Yunita, Erma Erna Siaga, Erna Ertyastono, Adrian Fadilah, Lya Nailatul Fathur Rizal Firdaus Sulaiman, Firdaus Fitra Gustiar, Fitra Gan, Lady Gatot Lawrence, Gatot Gatot S. Lawrence Haifa, Rima Haniatin, Maimanatin Haniatin Hasyim, Fuadz Herman Ruslim Heryanto, Jacky Hidayat, kemas Muhammad Wahyu Himmah, Hanim Faiqotul Ida P. Sormin Irawan Yusuf Irma Ruslina Defi Irmawati Irmawati Irwan Suhendry, Irwan Jane, Jennie Jennie Jane Johan, Livia Junaidi Junaidi Kadir, Sabaruddin Kartika Kartika Kevin, Nicholas Khairi, Ahmad Khairunnisa Kuncoro, Setyo Kurniawan, Adeline Putri L. Meily Kurniawidjaja Laela Hayu Nurani Laily Ilman Widuri, Laily Ilman LEVIA, SHERLY NUR lhamjaya Patellongi Liviani, Liviani Lubapepita Triananda, Aurellia Lucia Herminawati, Lucia Lukman H Makmun Lukman Samboteng & Rulinawaty Kasmad M. Rial Andrika Mansyur Arief, Mansyur Marshela Maulana, M. Farhan Maulidi, Minan Fikri Mega, Sri Wulan Meihana, Mei Melisa Intan Barliana, Melisa Intan Memen Surahman Mery Hasmeda Mili Purbaya, Mili Moch Arif Maulana Mochlisin Andriyanto, Mochlisin Moh. Roby Trio Darmawanto Ikhsan Muafi Muchtaruddin Mansyur Muda, Strayker Ali Mudita, Natalia Ratna MUHAMAD UMAR HARUN Mulyadi, Jonathan Taniel Mulyana Mulyana Nurkhasa Nurkhasa, Nurkhasa Nurrani Mustika Dewi, Nurrani Mustika Nurshanti, Dora Fatma Octafilia, Yusnita Octariana Sofyan Parlindungan, Effendy Sagala Prajnamitra, Thomas Pranata, Dina Eka Pratami, Vani N. Purnama Asri Adinda, Gita Kinanthi Purwanto, Gilbert Imanuel Putri, Angely Olivia Qiantori, Adziqa Ammara Rahman, Waqi’ Rahmani Rahmani Rahmat Hidayat Rahmawaty, Dwi Renli, Aeron Ria, Rofiqoh Purnama Rianti, Dian Ratna Ridwan, Ridwan Rimawan, M. Rini Setiawati Risal Ardika Rizar, Fitra Fadhilah Ronaldo Michael Go Rosdianto, Aziiz Mardanarian Rujito A. Suwignyo, Rujito A. Rujito Agus Suwignyo Samboteng, Lukman Samuel Oetoro Sanjaya, Nanda Sarifa Aini Sarwana, Atin Sayurandi Sayurandi, Sayurandi Sherly Hanifarianty, Sherly Sholehah, Ari Fatus Shudiq, Wali Ja'far Silaban, Jeffry Frans Rinaldo SITI HERLINDA Siti Masreah Bernas Siti Nurhaliza Siti Nurul Aidil Fitri Steven Delon Herjana Sulaiman Sulaiman Sulistyowati Sulistyowati Suryani As’ad Suryani As’ad SUSANTI DIANA Susilawati, Susilawati Sutardi, Edi Suwandi . SYAIFUL BAHRI Syarifah Aini Tahir, Tahir Teguh A.S. Ranakusuma Terawan Agus Putranto, Terawan Agus Toti Indrawati Treisna, Novita Tri Brata, Joko Tumbelaka, William Stefanus Turangan, Joyce A. Umi Rojiati Widjaja Lukito Wijaya, Carissa Vienna Wijaya, Marvella Wijaya, Septihani Michella Winata, Farrel Ernesto Yani Lina Yazidat, Izatul Yenny Surjawan Yukianti, Chiara Rizka Yuni Elsa Hadisaputri Zainal Arifin Zainul Muttaqin