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| Presentation | 2022-05-27 15:13 [Poster Presentation] Integrated system for large-scale harvesting and data curation: challenges and prospects Luca Foppiano, Tomoya Mato (MDG, MaDIS, NIMS), Pedro Baptista de Castro, Kensei Terashima, Yoshihiko Takano (NFMG, MANA, NIMS), Masashi Ishii (MDG, MaDIS, NIMS)  SC2022-9 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We are working to create an automatically extracted database of superconductors materials and properties as evolution of SuperCon (http://supercon.nims.go.jp): SuperCon 2. SuperCon 2 is created by automatically harvesting data from scientific articles, and offers a richer structure and extended number of information and properties, including applied pressure, measurement methods, and crystal structure. In this presentation we illustrate the different components and their workflow. We aim to create an integrated system for generating high quality material data combining machine learning and data correction for efficient re-training. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | tdm / machine learning / superconductors / nlp / materials informatics / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 50, SC2022-9, pp. 54-54, May 2022. | |
| Paper # | SC2022-9 | |
| Date of Issue | 2022-05-20 (SC) | |
| 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 | SC2022-9 |
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| Conference Information | |
| Committee | SC |
| Conference Date | 2022-05-27 - 2022-05-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | AI Service and Digital Transformation, and general topics |
| Paper Information | |
| Registration To | SC |
| Conference Code | 2022-05-SC |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Integrated system for large-scale harvesting and data curation: challenges and prospects |
| Sub Title (in English) | |
| Keyword(1) | tdm |
| Keyword(2) | machine learning |
| Keyword(3) | superconductors |
| Keyword(4) | nlp |
| Keyword(5) | materials informatics |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Luca Foppiano |
| 1st Author's Affiliation | Material Database Group, MaDIS, NIMS (MDG, MaDIS, NIMS) |
| 2nd Author's Name | Tomoya Mato |
| 2nd Author's Affiliation | Material Database Group, MaDIS, NIMS (MDG, MaDIS, NIMS) |
| 3rd Author's Name | Pedro Baptista de Castro |
| 3rd Author's Affiliation | Nano Frontier Superconducting Materials Group, MANA, NIMS (NFMG, MANA, NIMS) |
| 4th Author's Name | Kensei Terashima |
| 4th Author's Affiliation | Nano Frontier Superconducting Materials Group, MANA, NIMS (NFMG, MANA, NIMS) |
| 5th Author's Name | Yoshihiko Takano |
| 5th Author's Affiliation | Nano Frontier Superconducting Materials Group, MANA, NIMS (NFMG, MANA, NIMS) |
| 6th Author's Name | Masashi Ishii |
| 6th Author's Affiliation | Material Database Group, MaDIS, NIMS (MDG, MaDIS, NIMS) |
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| Speaker | Author-1 |
| Date Time | 2022-05-27 15:13:00 |
| Presentation Time | 3 minutes |
| Registration for | SC |
| Paper # | SC2022-9 |
| Volume (vol) | vol.122 |
| Number (no) | no.50 |
| Page | p.54 |
| #Pages | 1 |
| Date of Issue | 2022-05-20 (SC) |
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