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Journal : Proceeding of the Electrical Engineering Computer Science and Informatics

Opinion Detection of Public Sector Financial Statements Using K-Nearest Neighbors Ahmad Dwi Arianto; Achmad Affandi; Supeno Mardi Susiki Nugroho
Proceeding of the Electrical Engineering Computer Science and Informatics Vol 4: EECSI 2017
Publisher : IAES Indonesia Section

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (248.178 KB) | DOI: 10.11591/eecsi.v4.1113

Abstract

The identification of ethical violations committedby the auditor is very difficult to do. Artificial intelligence offersanomaly detection as an alternative method for detecting theopinion anomaly which can be an early indicator of the opiniontrading occurrence. This paper proposes the use of originalfeatures from public sector rather than the use of modifiedfeatures from the private sector to be applied in opinion detectionin public sector. By using 60% Holdout validation, 1-NNclassification showed that original featured from the public sectoroutperformed the modified featured from the private sector by5.82% through 13.10% under F-Measure Criterion and by4.22% through 9.56% under AUC criterion.
Co-Authors Achmad Sirojuddin Affressia, Ricca Ahmad Dwi Arianto Ahmad Dwi Arianto Ahmad Khoiri Ahmad Sirojuddin Ahmad Sirojuddin Ahmad Sirojuddin, Ahmad Amalia, Siska Aprilia, Rennanti Lunnadiyah Arianto, Ahmad Dwi Arief Rahman Arifin, Imam Asriadi N Atik Choirul Hidajah Ayu Saputri, Ayu Bagus Wahyu Nugraha Bambang Setiawan Bawazir, Hilda Retno Asih Boedinoegroho, Hany Candra Ahmadi Candra Ahmadi Candra Ahmadi, Candra Devy Kuswidiastuti Diana Purwitasari Dika Setiawan Dimas Anton Asfani Djoko Suprajitno Djoko Suprajitno Rahardjo Dwi Budi Martono Eka Handriani Eko Priyanto Endang Widjiati Endroyono Endroyono Endroyono, E Eni Karsiningsih Farid Andhika Fatmawati Fatmawati Fatmawati, Fatmawati Firmansyah, Indra Firmansyah, Mohammad Rifqi Gamantyo Hendrantoro Gamantyo Hendrantoro Gatot Kusrahardjo Gatot Kusrahardjo Gatot Kusrohardjo Guspul, Ahmad Guspul, Ahmad Harno Pratomo Heniasari, Salsabila Heru Irianto Hono Sejati, Hono I Gusti Ngurah Satriyadi Hernanda I Made Yulistya Negara Indraswati, Badzlina Putri Istas Pratomo, Istas Jatmoko B. Santoso, Jatmoko B. Kalvein Rantelobo Khoirul Fahmi Kuncoro, Dony Yudy Kurniawati Mutmainah Livian Tjandra Lubis, Donal Fernado M. Fajar Adityo Machfud, Yusqi Maemunah, Titi Mahfud, Yusqi Michael Ardita Muazam Nugroho Muhammad Afif Muhammad Asrofi Murti, Handoko Wisnu Nixson Jeheskial Meok Nurlaili Dina Hafni Nurma Khusna Khanifa Nurmanto, Eddy Prasetiyono Hari Mukti Prawoto, Eko Puji Handayani Puspandam Katias Putra, Dwiki Indriansyah Putra, Guntur Dharma Radityo Prasetianto Wibowo Rahmat, Saiful Randi Eriko Hariyadi Reza Fuad Rachmad Reza Pradikta Risdianto Hermawan Riyanto, Dhany Rizki Aris Yunianto Sakinah Sakinah Sakinah Sakinah Saputra, Yoga Dwiki Satibi, Imam Setijadi, Eko Sirajuddin Sirajuddin SRI RAHAYU Sukawi, Zaenal Sun'anul Huda Supeno Mardi Susiki Nugroho, Supeno Mardi Surya Sumpeno Sutomo Sutomo Sutresno Tata Tanjung Tamara Tiffany Maliati Khumairoh Afandi Titiek Suryani Tri Arie Bowo Tri Fidrian Arya Tri Hasti Wulandari Trika Pitana Varisa Rahmawati Widyawan Wirawan Wirawan Wirawan Wirawan Wismanu Susetyo Wulandari, Tri Hasti Yogi Ageng Sri Legowo Yoyon Kusnendar Suprapto Yuhana, Umi Laili Yunianto, Rizki Aris Yuwono Yuwono