Proposal of shoplifting prevention service using image analysis and ERP check
In this paper, we propose a software‐as‐a‐service application that prevents shoplifting using image analysis and enterprise resource planning (ERP). In Japan, the total damage due to shoplifting has reached ¥450 billion per year, and each year more than 1000 small book stores give up their business...
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| Veröffentlicht in: | IEEJ transactions on electrical and electronic engineering 2017-06, Vol.12 (S1), p.S141-S145 |
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| container_title | IEEJ transactions on electrical and electronic engineering |
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| creator | Yamato, Yoji Fukumoto, Yoshifumi Kumazaki, Hiroki |
| description | In this paper, we propose a software‐as‐a‐service application that prevents shoplifting using image analysis and enterprise resource planning (ERP). In Japan, the total damage due to shoplifting has reached ¥450 billion per year, and each year more than 1000 small book stores give up their business because of shoplifting damage. Based on the recent advancement in cloud technology and data analysis technology, we propose a shoplifting prevention service with the image analysis of security camera movie and ERP data check for small shops. We also confirm the precision ratio of security camera stream movie analysis using the online machine learning framework Jubatus. © 2017 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc. |
| doi_str_mv | 10.1002/tee.22427 |
| format | Article |
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In Japan, the total damage due to shoplifting has reached ¥450 billion per year, and each year more than 1000 small book stores give up their business because of shoplifting damage. Based on the recent advancement in cloud technology and data analysis technology, we propose a shoplifting prevention service with the image analysis of security camera movie and ERP data check for small shops. We also confirm the precision ratio of security camera stream movie analysis using the online machine learning framework Jubatus. © 2017 Institute of Electrical Engineers of Japan. 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| identifier | ISSN: 1931-4973 |
| ispartof | IEEJ transactions on electrical and electronic engineering, 2017-06, Vol.12 (S1), p.S141-S145 |
| issn | 1931-4973 1931-4981 |
| language | eng |
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| source | Access via Wiley Online Library |
| subjects | Business Business machines Cameras cloud computing Cybersecurity Damage Data analysis Distance learning Engineers Enterprise resource planning ERP Image analysis Internet resources Jubatus Machine learning Machine shops shoplifting prevention Software-as-a-service Stores Technology assessment |
| title | Proposal of shoplifting prevention service using image analysis and ERP check |
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