| Paper Abstract and Keywords |
| Presentation |
2007-01-26 14:50
The applications of Data Mining to human behavior analysis,on the point of view of arranging supervised data
Ichiro Toyoshima, Kanako Hattori, Takufumi Yoshida, Toyokazu Itakura, Ryohei Orihara (TOSHIBA) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In recent years,various sensing technologies(e.g. RFID,Image Processing)allow us to get the data of human behavior in real world. We have studied a behavior classification system by data mining methods,using the
humen behavior data. Data mining is a generic term of knowledge discovery methods in data base,based on some theories such as machine learning,data base ,statistics. Auto classification is a subdomain of supervised learning in machine learning. Its result depends on quality of supervised data. We applied some data mining methods to human behavior classificasion.
In this paper,we report their results(analysis of customers behavior in retail store,analysys of workers’ behavior in manufacyory plant ,detection of abnormal behaviors) on the point of view of arranging
supervised data. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
behavior classification / analysis of customers behavior in retail store / analysys of workers’ behavior / detection of abnormal behaviors / machine learning / supervised data / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, Jan. 2007. |
| Paper # |
|
| Date of Issue |
2007-01-19 (CST) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
MSS |
| Conference Date |
2007-01-26 - 2007-01-26 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Concurrent systems, etc. |
| Paper Information |
| Registration To |
MSS |
| Conference Code |
2007-01-CST |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
The applications of Data Mining to human behavior analysis,on the point of view of arranging supervised data |
| Sub Title (in English) |
|
| Keyword(1) |
behavior classification |
| Keyword(2) |
analysis of customers behavior in retail store |
| Keyword(3) |
analysys of workers’ behavior |
| Keyword(4) |
detection of abnormal behaviors |
| Keyword(5) |
machine learning |
| Keyword(6) |
supervised data |
| Keyword(7) |
|
| Keyword(8) |
|
| 1st Author's Name |
Ichiro Toyoshima |
| 1st Author's Affiliation |
TOSHIBA Corporation (TOSHIBA) |
| 2nd Author's Name |
Kanako Hattori |
| 2nd Author's Affiliation |
TOSHIBA Corporation (TOSHIBA) |
| 3rd Author's Name |
Takufumi Yoshida |
| 3rd Author's Affiliation |
TOSHIBA Corporation (TOSHIBA) |
| 4th Author's Name |
Toyokazu Itakura |
| 4th Author's Affiliation |
TOSHIBA Corporation (TOSHIBA) |
| 5th Author's Name |
Ryohei Orihara |
| 5th Author's Affiliation |
TOSHIBA Corporation (TOSHIBA) |
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| Speaker |
Author-1 |
| Date Time |
2007-01-26 14:50:00 |
| Presentation Time |
25 minutes |
| Registration for |
MSS |
| Paper # |
CST2006-42 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.502 |
| Page |
pp.25-30 |
| #Pages |
6 |
| Date of Issue |
2007-01-19 (CST) |