| Paper Abstract and Keywords |
| Presentation |
2012-08-31 11:00
Extracting and Alerting Several Informations from Time Depemdent Public Text Data Tomoya Tsukahara, Katsutoshi Takanashi, Hideaki Miyauchi, Shunya Sato (Hitachi-TO) NLC2012-19 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Time dependent documents (daily reports, papers/magazines, user generated web contents etc.) contain topics; some are sustained through several time-span and the others appear suddenly. We report a method to analyze both gradual transition of topics and upcoming topics. The time dependent clustering method weights not only keywords in existing clusters, but also timely keywords and encourages creating new clusters. Adopting the method to test data showed performance to visualize topic transition and discover new topics. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Document Clustering / Constrained Clustering / Temporal Information / Alert Information / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 112, no. 196, NLC2012-19, pp. 49-53, Aug. 2012. |
| Paper # |
NLC2012-19 |
| Date of Issue |
2012-08-23 (NLC) |
| 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 |
NLC2012-19 |
| Conference Information |
| Committee |
NLC |
| Conference Date |
2012-08-30 - 2012-08-31 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Fuji Xerox |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
The Second Symposium on Text Mining |
| Paper Information |
| Registration To |
NLC |
| Conference Code |
2012-08-NLC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Extracting and Alerting Several Informations from Time Depemdent Public Text Data |
| Sub Title (in English) |
|
| Keyword(1) |
Document Clustering |
| Keyword(2) |
Constrained Clustering |
| Keyword(3) |
Temporal Information |
| Keyword(4) |
Alert Information |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Tomoya Tsukahara |
| 1st Author's Affiliation |
Hitachi East Japan Solutions, Ltd. (Hitachi-TO) |
| 2nd Author's Name |
Katsutoshi Takanashi |
| 2nd Author's Affiliation |
Hitachi East Japan Solutions, Ltd. (Hitachi-TO) |
| 3rd Author's Name |
Hideaki Miyauchi |
| 3rd Author's Affiliation |
Hitachi East Japan Solutions, Ltd. (Hitachi-TO) |
| 4th Author's Name |
Shunya Sato |
| 4th Author's Affiliation |
Hitachi East Japan Solutions, Ltd. (Hitachi-TO) |
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| Speaker |
Author-1 |
| Date Time |
2012-08-31 11:00:00 |
| Presentation Time |
30 minutes |
| Registration for |
NLC |
| Paper # |
NLC2012-19 |
| Volume (vol) |
vol.112 |
| Number (no) |
no.196 |
| Page |
pp.49-53 |
| #Pages |
5 |
| Date of Issue |
2012-08-23 (NLC) |