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All Journal Seminar Nasional Informatika (SEMNASIF) JOIV : International Journal on Informatics Visualization Jurnal Matematika: MANTIK Seminar Nasional Teknologi Informasi Komunikasi dan Industri Communications in Science and Technology Jurnal INFOTEL
Wawan Yunanto
Politeknik Caltex Riau
Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Mathematics

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Journal : Jurnal Matematika: MANTIK

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Penambangan pola non-zero-rare sekuensial pada pengenalan aktifitas Mohammad Iqbal; Chandrawati Putri Wulandari; Wawan Yunanto; Ghaluh Indah Permata Sari
Jurnal Matematika MANTIK Vol. 5 No. 1 (2019): Mathematics and Applied Mathematics
Publisher : Mathematics Department, Faculty of Science and Technology, UIN Sunan Ampel Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (434.717 KB) | DOI: 10.15642/mantik.2019.5.1.1-9

Abstract

Discovering rare human activity patterns—from triggered motion sensors deliver peculiar information to notify people about hazard situations. This study aims to recognize rare human activities using mining non-zero-rare sequential patterns technique. In particular, this study mines the triggered motion sensor sequences to obtain non-zero-rare human activity patterns—the patterns which most occur in the motion sensor sequences and the occurrence numbers are less than the pre-defined occurrence threshold. This study proposes an algorithm to mine non-zero-rare pattern on human activity recognition called Mining Multi-class Non-Zero-Rare Sequential Patterns (MMRSP). The experimental result showed that non-zero-rare human activity patterns succeed to capture the unusual activity. Furthermore, the MMRSP performed well according to the precision value of rare activities.
Co-Authors Chandrawati Putri Wulandari Delfi Angela Delfi Angela, Delfi Ghaluh Indah Permata Sari Jacky Efendi Juni Nurma Sari Kartina Diah K. W. Mohammad Iqbal Muhammad Ihsan Zul Yohana Dewi Lulu Widyasari