Paper Abstract and Keywords |
Presentation |
2012-03-08 13:10
Purchase estimation by analyzing actual customer's behavior in a retail shop Koya Sugimoto, Masayuki Kanbara (Naist), Tetsushi Ikeda, Koji Kamei, Kazuhiko Shinozawa (ATR), Norihiro Hagita (ATR/Naist) LOIS2011-81 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper describes purchase estimation method by analyzing actual customer's behavior in a retail shop.Recently,item reecommendation service has been applied to e-commerce web sites which input profile of customer interest to generate a list of recommended items.To realize the recommendation service in a real shop,it is critical issue to make a profile of customer's interest in the shop.Since previous work estimates a customer's interests profile from stop point history of the customer,
the profile can not precisely represent degree of interests.This paper proposes a novel profiling technique for customer's intrests to represent a degree of interset.we propose the method that recognize using supervised learning as input physical features of trajectory and purchase/not purchase behavior label was obtained manually to look at the video in the store.We measures the trajectories of actual shoppers in a store for the experiment and show behavior estimation results by applying the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
item recommendation / trajectory / interest estimation / human behavior recognition / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 470, LOIS2011-81, pp. 49-54, March 2012. |
Paper # |
LOIS2011-81 |
Date of Issue |
2012-03-01 (LOIS) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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LOIS2011-81 |
Conference Information |
Committee |
LOIS |
Conference Date |
2012-03-08 - 2012-03-09 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Meio Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Practical Use of Lifelog, Office Information System, LifeInteligence, etc. |
Paper Information |
Registration To |
LOIS |
Conference Code |
2012-03-LOIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Purchase estimation by analyzing actual customer's behavior in a retail shop |
Sub Title (in English) |
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Keyword(1) |
item recommendation |
Keyword(2) |
trajectory |
Keyword(3) |
interest estimation |
Keyword(4) |
human behavior recognition |
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1st Author's Name |
Koya Sugimoto |
1st Author's Affiliation |
e And Technology (Naist) |
2nd Author's Name |
Masayuki Kanbara |
2nd Author's Affiliation |
e And Technology (Naist) |
3rd Author's Name |
Tetsushi Ikeda |
3rd Author's Affiliation |
ATR Intelligent Robotics Laboratories (ATR) |
4th Author's Name |
Koji Kamei |
4th Author's Affiliation |
ATR Intelligent Robotics Laboratories (ATR) |
5th Author's Name |
Kazuhiko Shinozawa |
5th Author's Affiliation |
ATR Intelligent Robotics Laboratories (ATR) |
6th Author's Name |
Norihiro Hagita |
6th Author's Affiliation |
ATR Intelligent Robotics Laboratories/e And Technology (ATR/Naist) |
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Speaker |
Author-1 |
Date Time |
2012-03-08 13:10:00 |
Presentation Time |
20 minutes |
Registration for |
LOIS |
Paper # |
LOIS2011-81 |
Volume (vol) |
vol.111 |
Number (no) |
no.470 |
Page |
pp.49-54 |
#Pages |
6 |
Date of Issue |
2012-03-01 (LOIS) |
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