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All Journal Jurnal Kesehatan Holistic Jurnal Keperawatan Suaka Insan Viva Medika: Jurnal Kesehatan, Kebidanan dan Keperawatan Jurnal Ilmu dan Teknologi Kesehatan Journal Of Bionursing Jurnal Bakti Masyarakat Indonesia Jurnal Ilmiah Keperawatan Altruistik Jurnal Mitra Kesehatan Community Empowerment Journal of Community Mental Health and Public Policy Jurnal Mitra Masyarakat (JMM) Buletin Kesehatan: Publikasi Ilmiah Bidang Kesehatan Jurnal Ilmiah Keperawatan Altruistik
Sianturi, Renta
Unknown Affiliation
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemistry Education Electrical & Electronics Engineering Health Professions Immunology & microbiology Medicine & Pharmacology Nursing Public Health Social Sciences Other

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Journal : Journal Of Bionursing

 1 
Teknologi Informasi Efektif Mendeteksi Cyberbullying Ajeng Ayu Kustianti; Renta Sianturi; Ameliya Sarwani; Anggita Putri Siswadi; Delia Nurmalita; Elisa Puspitasari
Journal of Bionursing Vol 4 No 2 (2022): Journal of Bionursing
Publisher : Fakultas Ilmu-ilmu Kesehatan Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (266.115 KB) | DOI: 10.20884/1.bion.2022.4.2.134

Abstract

Social media users are at risk for mental health disorders. Mental health problems can occur with cyberbullying. Cyberbullying that occurs on social media is in the form of rude comments, threats, insults, slander and even harassment given by netizens. Cyberbullying can shake a person's mental health condition and even have an impact on suicide. Cyberbullying will be very detrimental both mentally and productively. Cyberbullying must be detected early to prevent adverse effects on social media users. With advances in technology, it can be used to detect cyberbullying that occurs on social media. This article uses a literature review method approach, namely narrative literature review of 10 articles on the use of technology for cyberbullying detection in the period 2011 - 2021 with the aim of finding out cyberbullying comments on someone's account/post. Therefore, cyberbullying detection tries to collect global datasets on social media (Facebook, Instagram, Twitter, etc.), by classifying the Machine Learning method. Each algorithm method is evaluated using accuracy, precision, recall, and F1 score to determine the performance of the classification level
Co-Authors Ade Fitri Fauziah Ade Nabila Rosda H Adela Dwi Rizki D Adelia Dwi Rizki Adelia Yasmin Adila Anbar Syafitri Afrinia Ekasari Agra Asmaldha Aisyah Latifa Amalia Ajeng Ayu Kustianti Ameliana Safitri Ameliya Sarwani Anggi Indah Partiwi Anggi Zulaeha Anggita Putri Siswadi Anisa Noviana Herlambang Anshori, Rika Oktaviani Anung Ahadi Pradana Anung Ahadi Pradana Apri Dwi Putri Sitompul Aprilia, Neta Eka Arindra Dwi Angraini Arliana Ardani Aryanti, Khofifah Atikah Rizky Amalia Ayuanita, Della Putri Carolin, Wafa Nabiilah Chaerunisa, Mifta Chintya Marethania Putri DAMAYANTI, DIAN Darmawan Wibisana Delia Nurmalita Dewi Ayu Tri Cahyani Dianatika Azmi Dinda Zulyarnis Dinita Anggun Prasetyati Dunna Izafira Dwi Yuniarahmah Dwintya Saffira Tulangow Elda Mariyani Elisa Puspitasari Elsi Sopiyatul Fuadah Erika Dayanti Eza Wahyuriyani Fadiyah Hurryos Fadiyah, Dea Putri Fahriza Srihartantri Fardilla Rochman Utami Faricha Ramadhania Farida Aeni Farida, Reica Vina Fathya Khadijah Laleno Fatmawati Felis May Safitri Fitri Amalia Fitria Alda Safira Fitriani, Astrida Fransiska Oktaviani Friska Nur Anggreini, Nola Guntari Prasetya Hanna Nurul Irbah Hasan, Laila Azmila Hendrita, Noni Hilmayasari, Rizma Ice Yulia Wardhani Indah Ambarwati Iraningrum Indana Zulva Nikmah Indriani Indriani Intannia Ani Sagita Jelytha Renova Siringoringo Jihan Julianti, Ade Joelita Tri Hardani Khalisah Amalia Khasanah, Widya Nur Kutianti, Ajeng Ayu Lala Lestari, Prita Marta, Adista Fitria Maulani, Zulviana Nurahma Mustikasari Nazhifah, Hana Najla Ni'mah Amran, Seylin Nurfadilah, Adzqya Rizqi Nurmalita, Delia Pardede, Lisbeth Prasetiyani, Denissa Safara Prasetyo, Muhammad Ricky Puspitasari, Elisa Putri Kharisma, Cut Nophyalin Putri, Ameliya Sarwani Putri, Hanifia Susantrisna Rafifah, Zalfa Kamila Ramdhania, Desti Risdhana, Sillvy Robiatul Adawiyah Rohayati Rohayati Rohayati, Rohayati Rohmawati Rohmawati Salsabilla, Putri Sernovita, Lasmaria Setyanti, Shinta Dewi Shabrrina, Sitti Noer Siti Nurlaela Sunari, Tia Bella Veranita, Aprilia Veranita, Aprillia Verdyan, Nesya Pradini Vina Farida, Reica Wasliyah, Dina Nopita Wicaksana, Ridha Annisa Wijaya, Darsita Wulan Sari, Wulan Yulianti Yulianti Zul Pratywie, Sovy