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Suparni Suparni
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Journal : JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI

 1 
Analisis Opini Masyarakat Terhadap Pemberlakuan ERP Di Jalan Ibu Kota Jakarta Kaafi, Ahmad Al; Suparni, Suparni; Rachmi, Hilda
JATISI Vol 11 No 1 (2024): JATISI (Jurnal Teknik Informatika dan Sistem Informasi)
Publisher : Universitas Multi Data Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35957/jatisi.v11i1.4790

Abstract

The high density of population in Jakarta increases mobility and community activity, causing various problems such as housing, garbage, traffic congestion and the lack of public facilities that make urban areas more and more dense. Various efforts have been made by the DKI Jakarta City Government to reduce congestion and air pollution, one of which will implement the Electronic Road Pricing system. (ERP). This leads to the pros and cons of the general public, especially on social media. Therefore, appropriate techniques are required to evaluate such opinions, so that the opinions are automatically classified into positive and negative categories. To do this, an analysis of the opinion about the ERP treatment in the Jakarta Capital Street using the Support Vector Machine algorithm was carried out. (SVM). The aim of this study is to be able to help governments in the decision-making process in ERP-related policy-making by knowing the level of public opinion, which can be seen from the sample of Twitter comment data as well as know the degree of accuracy, recall, and precision and display the emotional classification of tweets obtained. This phase begins with crawling 1000 Indonesian-language tweet data, pre-processing, labelling, implementation, validation and evaluation. Based on this study, it was concluded that the SVM algorithm had good accuracy results with a value of 87.63%, recall 98.32% and precision of 81.10%.
Co-Authors Abdilah, M Yusuf ABDUL GANI Achmad Baroqah Pohan Adinda, Anita Aditya Mardani, Danis Adriantoni, Adriantoni Afidayani, Mery Agung Raharjo Ahmad Al Kaafi Ahmad MAULANA Ahmad Nizar Rangkuti Almira Amir Anggita Cahya Widyaningrum Anis Wahidah Rahmah Anjelina Lubis, Aminah Annastiar, Sabrina Ariyanto, Januar Aslam Fatkhudin Aslam Fatkhudin ASTUTI, LAILY WIDYA Awaliah, Fira Nur Ayu Susilawati, Ayu Azis, Mochammad Abdul Azis Bagus Alif Sukoco, Muhammad Batubara, Hamdani BRM Suryo Triono Chandra, Fabira Darmawan, Wanda Dewi Setiyawati Dian Kartikasari Dian Pratiwi Digna Renny Panduwati Djunaedi, Edi Dony Oscar Eka Budiarto, Eka Emi Nurlaela Faizah, Hilmy Farahul Jannah Farayanti, Dana Farhan Satria, Trinda Febriani Zein, Rani Firmansyah, Icel Fitriyani Fitriyani Hadiyansyah, Hadiyansyah Hajri Rabbani1, Nur Halomoan, Adil Harahap, Holija Harahap, Holizah Harahap, Lenni Yunita Harahap, Sinar Devi Hardani, Sri Hasibuan, Adil Halomoan HAYATI, SITI RAHMATUN Hendriantiningtyas, Besti Hilda Rachmi Husnul Khotimah Hutapea, Helmut Irwansyah, Budi Islamiyah, Aris Mislikhatun Istianto, Joko Jarot Santosa Junus, Bryan Khasanah, Sabtun Ismi Khusnul, Khusnul Komalaningsih, Sri Kumening, Ayu Sulistya Larasati, Dwi Sekar Leliyanah Leliyanah, Leliyanah Lelya Hilda Lia Dwi Prafitri Lilyani Asri Utami, Lilyani Asri Lutiyatmi Lutiyatmi, Lutiyatmi Mabruroh, Siti Maheswari, Sasikirana Zahra Margono, Tantyo Martua, Saut Masyihtoh S, Reski Maulida Setiawan, Meutia Muhakimah, Ihtiyatul Muhammad Abdillah Muhammad Munadi Muna, Khozainul Mutia, Liza Muzaiyanah, Ufiq Nasution, Enni Sumanti Nasution, Mariam Nasyahtadila, Venada Naufal Rifqi Rismawan, Muhammad Nina Zuhana Nina Zuhana NINGSIH, SRI WIDIA Nirma Wahyuni Nur Wahid, Nur Nurazizah, Shahnaz Nurdin, Akhmad Nursawalina Harahap Nurtriani, Ririn Nurul Arfinanti Pahlevi, Alfian Novan Pamungkas, Motris Pribadi, Ananda Bagus Priskilla, Raisa Priyastiwi, Risdiana Putra, Rizky Anugrah Putri Puspitasari Rachmani, Ferlinda Ainur Raekha Azka, Raekha Rahayu, Shilviani Rahmi Sari Kasoema Rejeki, Yunita Fitri Rendi Setiawan Ridwan Hidayat, Muhammad Rietoni, Ahmad Temmy Risqi Dewi Aisyah Roni, Efrita Sabtun Ismi Khasanah Safitri, Alfia Salsabila, Zahrina Sari Harahap, Maya Selamat Riadi Selviana, Elsa Dwi Setianto, Gigih Sidiq, Rustam Siregar, Torang Situmeang, Suryani M F Sofia, Endang Sofian Wira Hadi Subowo, Edi Supriawan, Supriawan Supriyadi, Nur Wahid Surbakti, Karolina Br Suryani M.F Situmeang Sutiyoko Suzana, Yenny Syahir, Raffi Syamsuddin Syamsuddin syamsuddin, syamsuddin syamsuddin Tri Daryanto Tri Nurhayati Asih Triyono, BRM Suryo Tugiman Tugiman Usman Pakaya Utami Helisarah, Desi Wahyu Ersila Wardani, Icha Windha Widyastuti Wulan, Anggraeni Yuliana, Terry Zikri Niamillah, Muhammad ZULHIMMA ZULHIMMA