| Item type |
SIG Technical Reports(1) |
| 公開日 |
2019-12-19 |
| タイトル |
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タイトル |
A Flexible Method of Customer Activities Recognition in Retail Store |
| タイトル |
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言語 |
en |
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タイトル |
A Flexible Method of Customer Activities Recognition in Retail Store |
| 言語 |
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言語 |
eng |
| キーワード |
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主題Scheme |
Other |
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主題 |
行動認識 |
| 資源タイプ |
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資源タイプ識別子 |
http://purl.org/coar/resource_type/c_18gh |
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資源タイプ |
technical report |
| 著者所属 |
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Graduate School of Information Sciences, Tohoku University |
| 著者所属 |
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Research Institute of Electrical Communication, Tohoku University |
| 著者所属 |
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Graduate School of Information Sciences, Tohoku University／Cyberscience Center, Tohoku University |
| 著者所属 |
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Graduate School of Information Sciences, Tohoku University／Cyberscience Center, Tohoku University |
| 著者所属(英) |
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en |
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Graduate School of Information Sciences, Tohoku University |
| 著者所属(英) |
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en |
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Research Institute of Electrical Communication, Tohoku University |
| 著者所属(英) |
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en |
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Graduate School of Information Sciences, Tohoku University / Cyberscience Center, Tohoku University |
| 著者所属(英) |
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en |
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Graduate School of Information Sciences, Tohoku University / Cyberscience Center, Tohoku University |
| 著者名 |
Jiahao, Wen
Muhammad, Alfian Amrizal
Toru, Abe
Takuo, Suganuma
|
| 著者名(英) |
Jiahao, Wen
Muhammad, Alfian Amrizal
Toru, Abe
Takuo, Suganuma
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| 論文抄録 |
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内容記述タイプ |
Other |
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内容記述 |
Customer Activities (CA) are customers' interaction with products and services in retail stores. CA Recognition (CAR) provides valuable information for marketing. Existing methods mainly use the end-to-end (e2e) model to realize the CAR. Due to the properties of the e2e model, its deployment is not too efficient because numerous amounts of e2e models are needed to get different information for the marketing purpose. In addition, it is difficult to modify the CAR output. We propose a flexible CAR method where CAR is separated into a hierarchy of several independent recognition levels, each of which uses different e2e model. Each model can be independently updated because recognition levels are separated. Output data of each level consists of the output data from the lower level, which provides a simple way to modify the output of each level. Furthermore, outputs from different levels offer different kinds of information. |
| 論文抄録(英) |
|
|
内容記述タイプ |
Other |
|
内容記述 |
Customer Activities (CA) are customers' interaction with products and services in retail stores. CA Recognition (CAR) provides valuable information for marketing. Existing methods mainly use the end-to-end (e2e) model to realize the CAR. Due to the properties of the e2e model, its deployment is not too efficient because numerous amounts of e2e models are needed to get different information for the marketing purpose. In addition, it is difficult to modify the CAR output. We propose a flexible CAR method where CAR is separated into a hierarchy of several independent recognition levels, each of which uses different e2e model. Each model can be independently updated because recognition levels are separated. Output data of each level consists of the output data from the lower level, which provides a simple way to modify the output of each level. Furthermore, outputs from different levels offer different kinds of information. |
| 書誌レコードID |
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収録物識別子タイプ |
NCID |
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収録物識別子 |
AN10116224 |
| 書誌情報 |
研究報告マルチメディア通信と分散処理（DPS）
巻 2019-DPS-181,
号 9,
p. 1-8,
発行日 2019-12-19
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| ISSN |
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収録物識別子タイプ |
ISSN |
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収録物識別子 |
2188-8906 |
| Notice |
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SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc. |
| 出版者 |
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言語 |
ja |
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出版者 |
情報処理学会 |
IPSJ-DPS19181009.pdf (543.3 kB)
