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Journal : POSITIF

Persepsi Publik Terhadap Perpindahan Ibu Kota Ke IKN Berdasarkan Analisis Sentimen X Menggunakan Naïve Bayes Classifier Fauzan; Wiwik Kusrini; Fathurrahmani
POSITIF : Jurnal Sistem dan Teknologi Informasi Vol 11 No 1 (2025): Positif : Jurnal Sistem dan Teknologi Informasi
Publisher : P3M Politeknik Negeri Banjarmasin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31961/positif.v11i1.15154

Abstract

The relocation of Indonesia’s capital city from Jakarta to Nusantara (IKN) has become a topic that generates various public reactions. These opinions are largely expressed through the social media platform X (formerly Twitter), making it an important data source for analyzing public sentiment. This study aims to apply the Naïve Bayes Classifier method to analyze public sentiment toward the relocation of IKN and to evaluate its accuracy using a Confusion Matrix. The data were collected through a web crawling process on the X platform using the keyword "ikn", resulting in 1,002 relevant tweets. The data were then processed through preprocessing stages using Python, including lowercasing, punctuation removal, tokenizing, stopword removal, stemming, and TF-IDF value calculation to form features. After augmentation, the number of data increased to 1,324, which was divided into 75% training data and 25% testing data. Sentiment classification was performed using the Naïve Bayes Classifier algorithm, and testing was conducted using the black-box method to ensure system functionality according to the design. Model performance evaluation using a Confusion Matrix produced an accuracy of 92.47%, precision of 93.03%, recall of 92.47%, and F1-score of 92.45%. The web-based system developed in this study is expected to help the government understand public opinion and develop more effective communication strategies related to the IKN relocation policy.
Co-Authors A Fahira Nur Abd Rahman Abdul Hakam Abdul Pandi Abdul Rahman Maulana Siregar Ade Kusmana Adhar Arifuddin Adi Susilo Jahja Adi Wijaya, M. Ridwan ADITYA KURNIAWAN Affanil Yoga H Afrahun Naziah Agung Saputra Agus Endro Suwarno Ahmad Fathor Rosyid Ahmad Irfan Aisyah Akbar Adi Prasetyo Akbar Rizqullah Alim, Muhammad Taqdirul Amalia Harmin AMAS, MUHAMAD HAMASY RABWAL MAANI Ambia Nurdin Andi Mariani Andriani Andriani Anggraini , Roviatul Anis Dwi Winarsih Anton Sudrajat anugra eka pertiwi Aprisal Argunaini, Sri Ayatullah Ali H Ayu Wulandari, Bunga Azhar AR Azizah, Fatiya Nur Azzahra, Retno Badariati Badariati Bagus Swi Endrayana Bahrissalim Bambang Harianto Bambang Istijono, Bambang Basar, Abdul Rohmad Brata, Joko Tri Bukhari Bukhari Bukhari Bustomi Daroe Iswatiningsih Dewi Dewi , Dwi Kartika Sari Dewi Ratnawati Elvia Kholida Fauziyati Erma Setiawati Fadya Almira Fahmi, Agmi Rahayu Faisal Faris Ahmad Mizanus Sabri Fathor Rakhman Fathurrahmani Fauzan Prasetyo FAUZI, ANAS Fauzi, Sudar Ferdika, Ferdika Fida Pangesti Fikriman, Fikriman Firli Fangestu, Indra Wahyuni Geby Aryo Agista Ghaffar Ramdi Hafidurrahman, Moh Hamdi Abdul Karim Hanapia, Cepi Hanif Bima Hanggara Haqqiquddin Rokhmatulloh, Muhammad Raisa Hariati, Anisa Hartini Haryono, Merda Budi Haryu Hasanah, Norsyifa Hasnidar Hasnidar Hasnidar Hatta Hayati Palesa Hendra, Robi Hendro Wahyudiono, Pratiwi Herlindah Hermawanto Hilma Rahmatillah Ichsan Achmad Fauzi Ifan Iskandar Indah Isnaini, Marini Ishak Fadlurrohim Isra, Muhammad Ita Noviana Ita Purnama, Ita Iwan Budiherwanto Iwan Ghufroni Jaenab Jannah, Taifatul Jasmienti Jaya, Alfin Firman Julie Ekasari Kantum , Eveline M.A. Kasihiuw, Meylisa Angelicha M. Keumala, Cut Muftia Khairiyah, Mursyidah Khairuddin Khamdan Rifa’i Krisnaldy Leiliyanti , Eva M. Faiz Nashrullah M. Noor Armi M. Silvan Qoriy Maharani, Safira Amelia Mahyuddin Maisyaroh Maisyuri Marini Bravikawati Markoni Marwiah Masdaf, Nofra Masharya Eko Putra Masrizal Masrizal Masruchin Maulana Bagus Rahmat Mauliyah, Nur Ika Mawardi Melianis Yuli Purmalita Miftaqhul Yusuf saffingi MINTARSIH Miswar MMSI Irfan ,S. Kom Mohd Isa T.Ibrahim Muh Sabir Muh. Cendekiawan Ainul Haq Muhamad Bahtiar Muhammad MUHAMMAD AGUS SUPRAYUDI Muhammad Isra Muhammad Nuzan Rizki muhammad rasyid Muhammad Reyhan Muhammad Syahidan Muhammad Syahril Mulia Sari Muliadi MULYADI Mulyani , Wiwiek Murison Mursidi, Moh Murtadhahadi Muzayyin Nadia Rahmati Nashar, Abdul Nasrullah Neni Triana Neni Triana, Neni Ni Wayan Sridani Noer Laily, Raviqa Nofrizal Nofrizal Nugraini, Erika Ajeng Nur Asiyah, Binti Nur Iksan Nur Indang Nur Rohmah, Tri Nuraini, Alief Nurfitria Nurhasnah Nursaban Rommy Nurul Nurul huda Nurul Ittaqullah Nurul Widyawati Islami Rahayu Nuryadin Nuryanasari, Erin Prima Octavia Rosa Indriana Oftafiana, Triya Okka Aditio Putra Olva, Maria Pamungkas, Akbar Ilham Parmin Paulus Sukusno Pitriani Pitriani Purwadhi Purwati Zisca Diana, Purwati Zisca Putri Aulia Faradila Putri, Indah Rahmana Rachmawati, Mirza Shafira Rahmadi, Gandung Rahman , Ibnu Hadi Rahman , Muhammad Faisal Nor Rahman, Haolia Ramadhani, Anisa Ratna Devi Raudatul Jannah Renggo Bawani Wijayaningrum Reva Rizky Silvana Revalin Herdianto Risdawati, Irsyam Rita Syntia Rizami , Ahmad Rizky Aprilia Rokhmat Subagiyo, Rokhmat Roman Destian Pahrori Rosi L. Vini Siregar Rosianti Said, Mukti Saputra, Muhammad Yudha Sarah Niaci Sari Sayed Shadli Seventeen, Winny Lian sinergilp, Andreas Henfri Situngkir Siti Marpuah Siti Nurjannah Sitinjak, Rouli Green Kezia Slamet Riyadi SOBIRIN Suci Reza Syafira Sukrang Sukrang, Sukrang Sulaiman Suliyah Sumarna, Andri Suryani, Izza Luthfi Syahran Jailani Syirofi Tjut Rizqi Maysyarah Hadi Tusholinah, Rizka Ubaid Aisyul Hana Wahid, Durrohman Wardah Wartoyo Wartoyo Wati, Patnah Wijaya, Mochamad Ridwan Adi Wilda Febriani Wirda Wisnuwardhani, Diah Aju Wiwik Kusrini Wiyani, Silva Yani Restiani Widjaja, Yani Restiani Yani, Achmad Yasmirah Mandasari Saragih Yokota, Atsushi Yundi Fitrah Yuni Septiana Zahrul Fuadi Zainal zamzami Zev Al Jauhari