Paper Abstract and Keywords |
Presentation |
2018-09-07 13:35
Investigation of Features focusing on Interpretation for Metrical Analysis of Literary Text Shun Watanabe, Takeru Yokoi (TMCIT) NLC2018-21 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Various features are used for metrical analysis of literary text, which are depending on the task. In tasks aim at interpreting texts, there are two issues such as: 1) making it easy to interpret the analysis results, 2) grasping the multifaceted nature of the text. However, it is difficult to make those issues compatible. In this research, we compare several features and their combination features, and examined ways to solve above‐mentioned difficulty by combining features.We evaluated Stylometry-based features, thesaurus-based features, modalities-based features, and their combination features on author identification task using Linear Discriminant Analysis, and then demonstrated the effectiveness of this approach. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Text mining / Features / Stylometry / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 210, NLC2018-21, pp. 79-84, Sept. 2018. |
Paper # |
NLC2018-21 |
Date of Issue |
2018-08-30 (NLC) |
ISSN |
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 |
NLC2018-21 |
Conference Information |
Committee |
NLC IPSJ-DC |
Conference Date |
2018-09-06 - 2018-09-07 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Seikei University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
The Thirteenth Text Analytics Symposium |
Paper Information |
Registration To |
NLC |
Conference Code |
2018-09-NLC-DC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Investigation of Features focusing on Interpretation for Metrical Analysis of Literary Text |
Sub Title (in English) |
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Text mining |
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Features |
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Stylometry |
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1st Author's Name |
Shun Watanabe |
1st Author's Affiliation |
Tokyo Metropolitan College of Industrial Technology (TMCIT) |
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Takeru Yokoi |
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Tokyo Metropolitan College of Industrial Technology (TMCIT) |
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Speaker |
Author-1 |
Date Time |
2018-09-07 13:35:00 |
Presentation Time |
25 minutes |
Registration for |
NLC |
Paper # |
NLC2018-21 |
Volume (vol) |
vol.118 |
Number (no) |
no.210 |
Page |
pp.79-84 |
#Pages |
6 |
Date of Issue |
2018-08-30 (NLC) |
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