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Journal : IJAIT (International Journal of Applied Information Technology)

Dissemination Application for Early Warning in a Community Fahrudin, Tora; Kastaman, Kastaman
IJAIT (International Journal of Applied Information Technology) Vol 3 No 02 (2019)
Publisher : School of Applied Science, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/ijait.v3i02.2684

Abstract

The development of sensor technology for early warning at an affordable price makes it possible to be implemented in the community. Therefore, an application is needed to send this early warning information to community members and warning response centers in real-time by considering the distance from the location of the incident. So, in this research, we proposed a dissemination application for early warning in a community (DissApps). The application was build using Code Igniter Framework, MySQL database, Mapquests, and Wablas API. This application can be used for disseminating emergency response situations such as thievery, a natural disaster such as earthquake, flood, forest fire.
Dissemination Application for Early Warning in a Community Tora Fahrudin; Kastaman Kastaman
IJAIT (International Journal of Applied Information Technology) Vol 03 No 02 (November 2019)
Publisher : School of Applied Science, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/ijait.v3i02.2684

Abstract

The development of sensor technology for early warning at an affordable price makes it possible to be implemented in the community. Therefore, an application is needed to send this early warning information to community members and warning response centers in real-time by considering the distance from the location of the incident. So, in this research, we proposed a dissemination application for early warning in a community (DissApps). The application was build using Code Igniter Framework, MySQL database, Mapquests, and Wablas API. This application can be used for disseminating emergency response situations such as thievery, a natural disaster such as earthquake, flood, forest fire.
Simple Machine Learning Architecture as a Service Tora Fahrudin; Dedy Rahman Wijaya
IJAIT (International Journal of Applied Information Technology) Vol 07 No 01 (May 2023)
Publisher : School of Applied Science, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/ijait.v7i01.5991

Abstract

Machine learning (ML) development starting in the 1950s, has shown significant progress. Various fields have used machine learning as an information system element that is useful in assisting data processing, personalization, prediction, and performing anomaly detection of occurring transactions. Along with developments, cloud-based machine learning technology is becoming the choice for ease of implementation and connectivity with various other technology platforms. This paper proposes a machine learning architecture as a service (MLaaS) implemented in a case study of a gender prediction model based on height and weight. The results show that the MLaaS architecture is straightforward to implement and fits the needs of various access environments and the ease of updating models centrally. Our gender prediction model achieved 91.78% in the precision, recall, and F1-score, 91.8% in specificity and NPV, and 91.79% in accuracy.
Co-Authors Alya Ghaitsa Rizky Pertiwi ANGGUNMEKA LUHUR PRASASTI Ardiansyah, Fajri Ashri Dinimaharawati Asniar Asniar Bisono, Eva Firdayanti Buliali, Joko Lianto Dawam Dwi Jatmiko Suwawi Dedy Rahman Wijaya Denny Meilika Setiawati Fenty Alia Fityanul Akhyar Gunawan, Tedi Hakim, Dinda Aulia Hardiansyah, Hendri Hariza, Reisy Heru Nugroho Ibnu Asror Istiqomah, Risma Nur Jefri, Mardi Kastaman, Kastaman Katjoprayudi, Raswyshnoe Boing Laksitowening, Kusuma Ayu Ledya Novamizanti Lisna, Shafira Aulia Putri Maharaja, Mahardika Lutvia Maria Ulfah Maria Ulfah Marlindia Ike Sari Mohamad Alfaj’ri Muhammad Galang Fathirkina Muhammad Hablul Barri Muhammad Rayhan Muhammad Rizqy Alfarisi Nabila Setya Utami Nada, Hitna Qotrun Nanda, Aulia Nelsi Wisna Nur Fadila, Egita Nurlatifah, Eva Nurul Asnia, Halida Padma Edhitya Chairunnisafa Priyono Panjaitan, Amanda Ardita Paramita Mayadewi Prajna Deshanta Ibnugraha Pramuko Aji Pratama, Mrupy Agung Purba, Happy Angeliani Putri, Hermalia Putu Harry Gunawan Rahmadi Rahmadi Raswyshnoe Boing Katjoprayudi Raswyshnoe Boing Kotjoprayudi Razendra Zahran Firdaus Renny Sukawati Risma Nur Istiqomah Rita Purnamasari Rizal, Mochammad Fahru ROCHMAWATI Rochmawati Rochmawati, Rochmawati Rokhmatul Insani Ryan Sebastian Forlandito Salmania Putri Salwa Afralia Hevit Samira Samira Saragih, Gigano Nehemia Agra Satria Mandala Sherin Nadya Meideni Silalahi, Eka Kristi Siska Komala Sari Sri Astuti Umar, Ubaidilah Wicaksono, Muhammad Rievnuansyah Widayanti, Asti Yanuar Firdaus Arie Wibowo Zahrani, Syifa Aulia