| Presentation | 2005/3/8 One-day Customer-go-around Model in a Retail Store, Based on Ubiquitous Data Ichiro TOYOSHIMA, Takashi KOISO, Takufumi YOSHIDA, Kanako HATTORI, Naoki IMASAKI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Customer behavior models are considered to be useful for the analysis and improvement of the management of commercial spaces. Various models, e.g. cellular automation model or probabilistic utility maximization model, have been proposed so far. They are, however, not feasible enough to handle the whole activities of customers through their stay. This paper proposes a customer behavior model based on ubiquitous data for large scale retail stores. The model, consisting of several sub-models that are identified by real data, is expected to predict a day of a retail store by simulating each customer's behavior from the entrance to the exit. Challenges of the model are also discussed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | customer behavior / one-day customer-go-around model in a large scale retail store / accelerated failure time model / multinominal logit model / hidden markov model |
| Paper # | AI2004-90 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2005/3/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | One-day Customer-go-around Model in a Retail Store, Based on Ubiquitous Data |
| Sub Title (in English) | |
| Keyword(1) | customer behavior |
| Keyword(2) | one-day customer-go-around model in a large scale retail store |
| Keyword(3) | accelerated failure time model |
| Keyword(4) | multinominal logit model |
| Keyword(5) | hidden markov model |
| 1st Author's Name | Ichiro TOYOSHIMA |
| 1st Author's Affiliation | Toshiba Corporation() |
| 2nd Author's Name | Takashi KOISO |
| 2nd Author's Affiliation | Toshiba Corporation |
| 3rd Author's Name | Takufumi YOSHIDA |
| 3rd Author's Affiliation | Toshiba Corporation |
| 4th Author's Name | Kanako HATTORI |
| 4th Author's Affiliation | Toshiba Corporation |
| 5th Author's Name | Naoki IMASAKI |
| 5th Author's Affiliation | Toshiba Corporation |
| Date | 2005/3/8 |
| Paper # | AI2004-90 |
| Volume (vol) | vol.104 |
| Number (no) | 727 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |