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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

Ethical Analysis of Online Media Journalistic Photos Worth Publishing Based on Images Using the Convolutional Neural Network Method Rijal, Syamsul; Mardin, Aslam; Anas, Anas; Sharif, Tirta Chiantalia; Sunardi, Sunardi
Journal of Applied Informatics and Computing Vol. 9 No. 6 (2025): December 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i6.11349

Abstract

This study aims to develop and test a Convolutional Neural Network (CNN)-based artificial intelligence model to analyze and classify online media journalistic photos based on ethical criteria for publication suitability (suitable or unsuitable). In the context of digital journalism, the process of filtering sensitive visual content that potentially violates the code of ethics is often time-consuming and prone to subjectivity. Therefore, a CNN model is proposed as an automated solution to identify images containing visual elements deemed unethical. An annotated image dataset was used to train and test the CNN model. The model test results showed effective and robust performance in classifying the ethical suitability of photos. The model achieved a weighted average accuracy of 0.86 (86%) and a weighted average F1 - score of 0.86. Specifically, the model performed very well in identifying "suitable" photos with precision, recall, and F1- score values ranging from 0.88 to 0.89. Performance in the "Unsuitable" class was also relatively strong with an F1 - score of 0.81. Overall, these results confirm that the CNN method has great potential as an efficient and objective decision support system in the visual content editing process. Implementing this model not only speeds up the editorial process but also improves online media's adherence to journalistic ethical standards by minimizing the risk of publishing potentially unethical photos.
Co-Authors A., Sainal Abd Haris, Abd Abd. Rahim Arsyad Abdul Mugni Abubakar Iskandar Adrianus, Nopli Adung, Narsela Afif Alfiyanto Afif Muamar Afrianto, Afrianto Afrizal, Yogi Hadi Akbar, Andi Makkulai Al Faqih, Shofwan Al Walid, Kholid Alfian Rokhmansyah Alfira, Jihan Alhabsyi, Musa Alkadzim Ali Abdurahman Simangunsong Alim, Arham Nur Amiruddin Amiruddin Amrah, Rosita Anas Anas, Anas Anhar Januar Malik Annisa Akhlak, Annisa Annur, Ash shifa AR, Muh. Sabri Aras, Rezty Amalia Ardhana, Muhammad Reza Ardhiansyah, Hanif Arifin Sahaka, Arifin Arifin, M Bahri Arifin, Syaiful Arimbi Armiah Armiah Arsyad, Abd. Rahim Arsyad, Huzaefah Aryzona, Chandika Aspikal, Aspikal Asriati Asriati, Asriati Astuti, Risna Dwi Aulia Rahmawati AYU LESTARI Ayu Purnamasari Bachtiar, Fauziah Badaru, Benny Bahrullah, Bahrullah Bako, Arpaini Basir @ Ahmad, Aminudin Bayu, Gede Krisna Beverly Thaver Cipta Bakti Gama Darwis, Analta Daud Yusuf Dawati, Sri Dedi Wahyudi Diana Safitri DINAR PRATAMA Dinar Pratama Djaharuddin, Dharmawaty Doahir, Abdul Elyana, Kukuh Endang Dwi Sulistyowati Farhan, Ach Faridzi, Tities Savira Fatroyah Asr Himsyah, Fatroyah Asr Firdaus M. Yunus Fitriana Fitriana Fitriansyah, Fitriansyah Fitriyah, Husnatul Gani, Mustafa Gunawan, Aden Hakim, Lukman Al- Hamzah, M. Nasir Hanafi, Yusuf Maulana Hanum, Irma Surayya Harjoni Harjoni Hasanuddin Remmang, Hasanuddin Hasbi, Hartas Herawati . Ingan, Heroyani Iskandar Arifin Iskandar Iskandar Islamiati, Widya Ismuhul Fadhil Iswary, Ery Jamiliya Susantin Jannah, Sofiatul Jayawarsa, A.A. Ketut Juhri, Juhri Julia, Ade Jurianto Jurianto Juwaini Juwaini Kaharuddin khusnul khotimah Lailatul Qadariyah Langoday, Yohanes Redan Lukman Hakim M. Agus Wahyudi M. Agus Wahyudi M. Ikhwan M. Rusydi Ahmad, M. Rusydi M. Wahyuddin Abdullah, M. Wahyuddin Macshury, Ajeng Irma Mahdi Mahdi Mahfudin Mahfudin, Mahfudin Majid, Dharmawati Makmun, Armanto Malika, Irhamni Maliki, Imyal Al Mallapiang, A.Indrawati Mallapiang, Andi Indrawati Mappaware, Nasrudin Andi Mardin, Aslam Marzuki, M Fathin Shafly Masyita, Sitti Maulana Maulana Iban Salda Maulana Iban Salda Miri, Mohsen Moh. Mabruri Faozi, Moh. Mabruri Mohd. Nasir Mokhtar, Sulhana Muhammad Habiburrahman, Muhammad Muhammad Hasyim, Muhammad Muhammad Luthfi Muhammad Massyat, Muhammad Muhammad Qadaruddin Muhammad Sarjan Muhammad, Rasyidin Mukhtar Galib Mursalim Mursalim Mursidin, Muthmainnah Murtadlo, Akhmad Murtadlo, Akhmad Musanna, Syarifah Muslimin Kara Mutmainna, A. Indah Naimah Naimah Nasrullah Nasrullah NATALIA KRISTIANI Nina Farliana Norman, Nurul Ain Nur Alim, Arham Nur Arisah Nur Falikhah, Nur Nur Rahman, Wildian Fajrin Nurjannah, Sitti Nuroddin, Handrian Nursyam, Aisyah Nurul Ihksan Purwanda, Hendra PURWANTI PURWANTI Rahmini Hustim, Rahmini Ramadhany, Muhammad Alief Ramdhani Sucipto, Kiki Reski Ramli Ramli Ramli Ramli, Misran Randi Muhammad Gumilang Rasyidin Muhammad Rasyidin Muhammad Ratnah Ratnah Resky Ramdhani, Kiki Ria Wulansarie, Ria Rimakka, Al Isra Denk Rozali, Ermy Azziaty Rujina, Rujina Rurum, Dasrum Safira, Cut Siska Said, Miah Saifuddin Dhuhri Salsabila, Cindy Aulia Sangga Buana, Basudiwa Supraja Sari, Aulia Permata Seliana, Seliana Septiana, Dwiani Septiawan, Faisal Setiadi, Jesicca Ananty Nurul Setiowati, Indah Sharif, Tirta Chiantalia Silahuddin Silahuddin Silahuddin Silahuddin Sirwanti Sirwanti, Sirwanti Siti Helmyati Siti Muthmainah Sofyan Hadi Stevani, Liana Sinta Sucipto, Kiki Resky Ramdhani Suhaimi Suhaimi Sulaiman, Edi Saputra Sunardi Sunardi Suraiya IT Surya, Reni Syahfitri, Novi Syaiful Arifin Syamsiar, Syamsiar Syamsuddin, Muhammad Bachtiar Syamsul, Racmat Faisal Syarli, Syarli Syatria Adymas Pranajaya Syibran Mulasi Tadampali, Andi Caezar To Tafsir, Muhammad Tamaulina Br Sembiring Tamtowi, Moh Taslim H.M. Yasin Taufan Asfar, A. M. Irfan Taufik, Egi Tanadi Thaver, Beverly Tohayudin, Tohayudin Tri Indrahastuti Ulandari, Tri Umiarso Umiarso Wahyono, Sapto Wahyudi, M. Agus Wahyuni, Teti Walid, Kholid Al Wardanengsih, Ery Wati, Usnia Widyatmike Gede Mulawarman Wildan, Raina Wiwik Handayani Yana Fajriah Yani, Siti Nurindah Yansah, Devi Yogi Hady Afrizal Yulianti, Andi Indah Yuni Kartika, Yuni Yusak Hudiyono, Yusak Zacky Khairul Umam, Zacky Khairul Zaenuddin Hudi Prasojo Zain, Hikmah Widya