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All Journal EMITTER International Journal of Engineering Technology Seminar Nasional Ilmu Terapan
Mohammad Nur Shodiq, Mohammad Nur
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Civil Engineering, Building, Construction & Architecture Computer Science & IT Economics, Econometrics & Finance Electrical & Electronics Engineering Languange, Linguistic, Communication & Media

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Cluster Oriented Spatio Temporal Multidimensional Data Visualization of Earthquakes in Indonesia Shodiq, Mohammad Nur; Barakbah, Ali Ridho; Harsono, Tri
EMITTER International Journal of Engineering Technology Vol 3, No 1 (2015)
Publisher : Politeknik Elektronika Negeri Surabaya (PENS)

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Abstract

Spatio temporal data clustering is challenge task. The result of clustering data are utilized to investigate the seismic parameters. Seismic parameters are used to describe the characteristics of earthquake behavior. One of the effective technique to study multidimensional spatio temporal data is visualization. But, visualization of multidimensional data is complicated problem. Because, this analysis consists of observed data cluster and seismic parameters. In this paper, we propose a visualization system, called as IES (Indonesia Earthquake System), for cluster analysis, spatio temporal analysis, and visualize the multidimensional data of seismic parameters. We analyze the cluster analysis by using automatic clustering, that consists of get optimal number of cluster and Hierarchical K-means clustering. We explore the visual cluster and multidimensional data in low dimensional space visualization. We made experiment with observed data, that consists of seismic data around Indonesian archipelago during 2004 to 2014.Keywords: Clustering, visualization, multidimensional data, seismic parameters.
Cluster Oriented Spatio Temporal Multidimensional Data Visualization of Earthquakes in Indonesia Shodiq, Mohammad Nur; Barakbah, Ali Ridho; Harsono, Tri
EMITTER International Journal of Engineering Technology Vol 3, No 1 (2015)
Publisher : Politeknik Elektronika Negeri Surabaya (PENS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24003/emitter.v3i1.34

Abstract

Spatio temporal data clustering is challenge task. The result of clustering data are utilized to investigate the seismic parameters. Seismic parameters are used to describe the characteristics of earthquake behavior. One of the effective technique to study multidimensional spatio temporal data is visualization. But, visualization of multidimensional data is complicated problem. Because, this analysis consists of observed data cluster and seismic parameters. In this paper, we propose a visualization system, called as IES (Indonesia Earthquake System), for cluster analysis, spatio temporal analysis, and visualize the multidimensional data of seismic parameters. We analyze the cluster analysis by using automatic clustering, that consists of get optimal number of cluster and Hierarchical K-means clustering. We explore the visual cluster and multidimensional data in low dimensional space visualization. We made experiment with observed data, that consists of seismic data around Indonesian archipelago during 2004 to 2014.Keywords: Clustering, visualization, multidimensional data, seismic parameters.
APLIKASI PRESENTASI CERDAS MENGGUNAKAN GERAK TANGAN DENGAN MYO ARMBAND Kusuma, Dedy Hidayat; Shodiq, Mohammad Nur
Seminar Nasional Ilmu Terapan Vol 1 No 1 (2017): Seminar Nasional Ilmu Terapan (SNITER) 2017
Publisher : Universitas Widya Kartika Surabaya

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Abstract

Perkembangan teknologi untuk mendukung sistem pembelajaran saat ini berlangsung sangat cepat sehingga muncul teknologi inovasi yang interaktif untuk dunia pendidikan. Salah satu teknologi yang diimplementasikan adalah aplikasi presentasi interaktif dalam kelas multimedia atau sistem presentasi cerdas. Teknologi ini memungkinkan untuk mengontrol pergerakan dan penekanan tombol mouse dengan cara alami menggunakan gerak tangan (hand gestures). Kemampuan ini dapat menggantikan peran dan fungsi mouse yang konvensional, dan memfasilitasi kinerja guru dalam menerapkan teknologi interaktif di dalam kelas. Dalam penelitian ini, untuk membangun sistem presentasi cerdas dibagi menjadi 2 tahapan yaitu: 1) Pengenalan gerak tangan; 2) Pembuatan aplikasi pengontrol presentasi. Sensor Myo armband yang terpasang pada lengan penyaji digunakan untuk membaca gerak tangan. Sinyal electromyography yang dikirimkan sensor Myo armband melalui koneksi bluetooth ke komputer untuk dikenali sesuai dengan pola yang telah ditetapkan sebelumnya. Hasil pengenalan pola selanjutnya diolah oleh aplikasi pengontrol yang dibangun dan dipergunakan untuk mengendalikan presentasi Microsoft Power Point. Dengan adanya aplikasi ini diharapkan dapat membuat presentasi lebih efisien, menarik dan juga membuat pembelajaran lebih interaktif serta dapat membantu penyaji dalam memaparkan materi presentasinya.
Co-Authors Ali Ridho Barakbah Kusuma, Dedy Hidayat Tri Harsono