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| Paper Abstract and Keywords | ||
| Presentation | 2016-03-01 16:25 Estimation models of user's skills by using logs in Web search -- Elderly people using tablet PC in online shopping -- Asuka Miyake, Yuji Morinishi (NTT)  HCS2015-88 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In spite of increasing Internet users especially elderly people, many conventional Web sites are not easy to use for them. One of the effective ways to consider the usability of Web sites for elderly people is adaptive user interface that depends on variety of user's skills such as experience and cognitive ability. The purpose of this study was to build the estimation models of elderly user's levels of skills from logs of operations in online shopping with tablet PC. First, 6 types of skills that are necessary for Web search were investigated and selected, then skill evaluation tests which can evaluate on tablet PC were created. Second, an experiment was conducted by using Web browser that can collect logs of operations such as touch behaviors on screen, displayed pages, and menu button interactions. Finally, estimation models of 6 types of skills were developed by using decision tree. From the results, we confirmed that some of the models including models of experience and processing speed could estimate levels of skills in a high accuracy. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | skill / logs of operations / tablet PC / decision tree / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 471, HCS2015-88, pp. 35-40, March 2016. | |
| Paper # | HCS2015-88 | |
| Date of Issue | 2016-02-23 (HCS) | |
| 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 | HCS2015-88 |
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| Conference Information | |
| Committee | HCS |
| Conference Date | 2016-03-01 - 2016-03-02 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Rurikoh (Yamashiro Onsen) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Design of Products/Services and Communication, etc. |
| Paper Information | |
| Registration To | HCS |
| Conference Code | 2016-03-HCS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimation models of user's skills by using logs in Web search |
| Sub Title (in English) | Elderly people using tablet PC in online shopping |
| Keyword(1) | skill |
| Keyword(2) | logs of operations |
| Keyword(3) | tablet PC |
| Keyword(4) | decision tree |
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| 1st Author's Name | Asuka Miyake |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
| 2nd Author's Name | Yuji Morinishi |
| 2nd Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
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| Speaker | Author-1 |
| Date Time | 2016-03-01 16:25:00 |
| Presentation Time | 25 minutes |
| Registration for | HCS |
| Paper # | HCS2015-88 |
| Volume (vol) | vol.115 |
| Number (no) | no.471 |
| Page | pp.35-40 |
| #Pages | 6 |
| Date of Issue | 2016-02-23 (HCS) |
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