Paper Abstract and Keywords |
Presentation |
2017-02-18 10:45
Experimental Study on Data Utilization Process Using Analysis Scenarios in the Practical Market of Data Teruaki Hayashi, Yukio Ohsawa (UT) AI2016-25 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Although the potential expectation about generating innovative businesses and creating values by combining data stored in different domains has been increased, all the actions such as obtaining and utilizing data cost the expense. Therefore, it is important to create and evaluate scenarios about what kind of data to obtain and what kind of hypothesis can be verified by what kind of analysis in advance. In this paper, we extend the framework of the experimental Market of Data of Innovators Marketplace on Data Jackets, and analyze the process in the practical Market of Data including actual data acquisitions, data analyses, evaluations and feedback, including interactions with the real world. Actual data analysis is a process to obtain results by various trial and error, and there is a gap between analysis scenarios and actual data analyses. Even in the practical Market of Data, we found the gaps, e.g., participants have to revise their hypotheses or change the datasets because they cannot get the expected analysis results through their processes. The results suggest that enough discussions of the analysis scenarios before the data acquisitions and analyses may affect the analysis results of evaluations. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
/ / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 460, AI2016-25, pp. 7-12, Feb. 2017. |
Paper # |
AI2016-25 |
Date of Issue |
2017-02-11 (AI) |
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) |
Download PDF |
AI2016-25 |
Conference Information |
Committee |
AI |
Conference Date |
2017-02-18 - 2017-02-18 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
AI |
Conference Code |
2017-02-AI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Experimental Study on Data Utilization Process Using Analysis Scenarios in the Practical Market of Data |
Sub Title (in English) |
|
Keyword(1) |
|
Keyword(2) |
|
Keyword(3) |
|
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Teruaki Hayashi |
1st Author's Affiliation |
The University of Tokyo (UT) |
2nd Author's Name |
Yukio Ohsawa |
2nd Author's Affiliation |
The University of Tokyo (UT) |
3rd Author's Name |
|
3rd Author's Affiliation |
() |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2017-02-18 10:45:00 |
Presentation Time |
30 minutes |
Registration for |
AI |
Paper # |
AI2016-25 |
Volume (vol) |
vol.116 |
Number (no) |
no.460 |
Page |
pp.7-12 |
#Pages |
6 |
Date of Issue |
2017-02-11 (AI) |
|