[論文] | [書籍] | [会議録] | [口頭発表] | [その他の文献] | [公開特許出願]
論文 TSV
2023
- Luca Foppiano, Pedro Baptista Castro, Pedro Ortiz Suarez, Kensei Terashima, Yoshihiko Takano, Masashi Ishii. Automatic extraction of materials and properties from superconductors scientific literature. Science and Technology of Advanced Materials: Methods. 3 [1] (2023) 2153633 10.1080/27660400.2022.2153633 Open Access
- Luca Foppiano, Tomoya Mato, Kensei Terashima, Pedro Ortiz Suarez, Taku Tou, Chikako Sakai, Wei-Sheng Wang, Toshiyuki Amagasa, Yoshihiko Takano, Masashi Ishii. Semi-automatic staging area for high-quality structured data extraction from scientific literature. Science and Technology of Advanced Materials: Methods. 3 [1] (2023) 2286219 10.1080/27660400.2023.2286219 Open Access
2021
- Luca Foppiano, Sae Dieb, Akira Suzuki, Pedro Baptista de Castro, Suguru Iwasaki, Azusa Uzuki, Miren Garbine Esparza Echevarria, Yan Meng, Kensei Terashima, Laurent Romary, Yoshihiko Takano, Masashi Ishii. SuperMat: construction of a linked annotated dataset from superconductors-related publications. Science and Technology of Advanced Materials: Methods. 1 [1] (2021) 34-44 10.1080/27660400.2021.1918396 Open Access
書籍 TSV
会議録 TSV
2019
- Luca Foppiano, Laurent Romary, Masashi Ishii, Mikiko Tanifuji. Automatic Identification and Normalisation of Physical Measurements in Scientific Literature. DocEng '19 Proceedings of the ACM Symposium on Document Engineering 2019 . (2019) 24 10.1145/3342558.3345411
口頭発表 TSV
2023
- FOPPIANO, Luca, ISHII, Masashi. Hybrid system for complex data extraction from scientific literature in Magnetic Materials using Large Language Models. MRM 2023/IUMRS-ICA2023. 2023
- DIEB, Sae, FOPPIANO, Luca, SODEYAMA, Keitaro, Tanifuji Mikiko. Creating a Visual Topic Map for Battery Researchers using a Large Global Open Dataset. 244 ECS meeting. 2023
- FOPPIANO, Luca, LAMBARD, Guillaume, AMAGASA Toshiyuki, ISHII, Masashi. Question-answering-based approach for mining information from documents using Large Language Models. JSAP Fall Meeting (第84回応用物理学会秋季学術講演会). 2023
- DIEB, Sae, FOPPIANO, Luca, SODEYAMA, Keitaro, Tanifuji Mikiko. Visual Topic Mapping for Battery Related Research using a Global Open Catalog. The 84th JSAP fall meeting 2023 2023年第84回応用物理学会秋季学術講演会. 2023
- FOPPIANO, Luca, ISHII, Masashi. Discussing domain adaptation in TDM: from superconductors to large magnets research. JSAP Spring Meeting. 2023
2022
- 酒井 智香子, 寺嶋 健成, フォピアノ ルカ, バプティスタ デ カストロ ペドロ, 董 拓, 松本 凌, 東後 篤史, 石井 真史, 高野 義彦. テキストデータマイニングによる超伝導データベースの構築と機械学習Ⅱ. 2022年 第83回 応用物理学会秋季学術講演会. 2022
- FOPPIANO, Luca, ORTIZ SUAREZ Pedro, ISHII, Masashi. Improving the language understanding in materials science: challenges and prospects. 2022年 第83回 応用物理学会秋季学術講演会. 2022
- DIEB, Sae, FOPPIANO, Luca, TERASHIMA, Kensei, BAPTISTA DE CASTRO Pedro, TAKANO, Yoshihiko, ISHII, Masashi. Superconductor Research Papers Clustering using Weighted Annotated Information. The 36th Annual Conference of the Japanese Society for Artificial Intelligence https://www.ai-gakkai.or.jp/jsai2022/en. 2022
- FOPPIANO, Luca, MATO, Tomoya, BAPTISTA DE CASTRO Pedro, TERASHIMA, Kensei, TAKANO, Yoshihiko, ISHII, Masashi. Integrated system for large-scale harvesting and data curation: challenges and prospects . 電子情報通信学会 サービスコンピューティング研究会. 2022
- 酒井 智香子, 寺嶋 健成, フォピアノ ルカ, バプティスタ デ カストロ ペドロ, 董 拓, 松本 凌, 東後 篤史, 石井 真史, 高野 義彦. テキストデータマイニングによる超伝導データベースの構築と機械学習. 2022年第69回応用物理学会春季学術講演会. 2022
- FOPPIANO, Luca, BAPTISTA DE CASTRO Pedro, MATO, Tomoya, SAKAI, Chikako, TERASHIMA, Kensei, TAKANO, Yoshihiko, ISHII, Masashi. From automatically-extracted database toward semi-supervised curation. 2022年第69回応用物理学会春季学術講演会. 2022
2021
- フォピアノ ルカ, バプティスタ デ カストロ ペドロ, 寺嶋 健成, 高野 義彦, 石井 真史. Automatic extraction of materials and properties from superconductors scientific literature. MATERIALS RESEARCH MEETING 2021 https://mrm2021.jmru.org/. 2021
- FOPPIANO Luca, BAPTISTA DE CASTRO Pedro, TERASHIMA Kensei, TAKANO Yoshihiko, ISHII Masashi. Efficient workflow for automatic database creation from large scientific articles. 第82回応用物理学会秋季学術講演会. 2021
- 岡 博之, 鈴木 晃, フォピアノ ルカ, 坂本 浩一, 石井 真史, 船津 公人. 高分子論文コーパスの研究開発とAIツールの高度化に向けた教師データ作成技術の開発. 第70回高分子討論会. 2021 招待講演
- FOPPIANO Luca, DIEB Sae, BAPTISTA DE CASTRO Pedro, MENG Yan, TERASHIMA Kensei, TAKANO Yoshihiko, ISHII Masashi. Machine readable extraction of chemically modified materials name. 2021年第68回応用物理学会春季学術講演会. 2021
- DIEB Sae, FOPPIANO Luca, TERASHIMA Kensei, BAPTISTA DE CASTRO Pedro, Yoshioka Masaharu, TAKANO Yoshihiko, ISHII Masashi. Superconductor Research Papers Clustering using Annotated Information. 2021年 第68回応用物理学会春季学術講演会. 2021
2020
- FOPPIANO, Luca, ISHII, Masashi. Supercuration: A machine-assisted data curation tool for rapid database construction for materials informatics. JSAP 2020 Autumn. 2020
- FOPPIANO, Luca, DIEB, Sae, SUZUKI, Akira, BAPTISTA DE CASTRO Pedro, MENG Yan, TERASHIMA, Kensei, TAKANO, Yoshihiko, ISHII, Masashi. Toward full automatic identification of superconducting materials and their properties in original papers: ambitious scope and current status. 第81回応用物理学会秋季学術講演会. 2020
- FOPPIANO, Luca, DIEB, Sae, SUZUKI, Akira, BAPTISTA DE CASTRO Pedro, IWASAKI Suguru, MENG Yan, TERASHIMA, Kensei, TAKANO, Yoshihiko, ISHII, Masashi. Automatic construction of an accessible linked dataset from scientific literature for superconducting materials discovery. CONFERENCE ON A FAIR DATA INFRASTRUCTURE FOR MATERIALS GENOMICS. 2020
- FOPPIANO, Luca, DIEB, Sae, SUZUKI, Akira, TERASHIMA, Kensei, BAPTISTA DE CASTRO Pedro, IWASAKI, Suguru, TAKANO, Yoshihiko, ISHII, Masashi. SuperMat: Corpus for Extraction of Superconductor Materials Data. JSAP Spring 2020. 2020
- FOPPIANO, Luca, DIEB, Sae, SUZUKI, Akira, ISHII, Masashi. Linkable Data Extraction from Scientific Literature for Superconductor Database Construction. AMDS 2020. 2020
2019
- FOPPIANO, Luca, ROMARY Laurent, ISHII, Masashi, TANIFUJI, Mikiko. Automatic Identification and Normalisation of Physical Measurements in Scientific Literature. DocEng 2019. 2019
- FOPPIANO, Luca, MATSUDA, Asahiko, TANABE, Kosuke, ISHII, Masashi. Collaborative vocabulary service for FAIR materials data. DCMI 2019 Seoul. 2019
- DIEB, Sae, SUZUKI, Akira, FOPPIANO, Luca, ISHII, Masashi. Automatic Collection of Critical Temperature Related Expressions from Tables in Superconductors Development Publications. 80th JSAP fall meeting. 2019
- FOPPIANO, Luca, SUZUKI, Akira, DIEB, Sae, ISHII, Masashi, TANIFUJI, Mikiko. Leveraging Segmentation of Physical Units through a Newly Open Source Corpus. JSAP Autumn 2019. 2019
- FOPPIANO, Luca, DIEB, Sae, SUZUKI, Akira, ISHII, Masashi. Proposal of Automatic Extraction Framework of Superconductors Related Information from Scientific Literature. IEICE. 2019
その他の文献 TSV
2019
- FOPPIANO, Luca, DIEB, Sae, SUZUKI, Akira, ISHII, Masashi. Proposal for Automatic Extraction Framework of Superconductors Related Information from Scientific Literature. IEICE technical report. (2019) 1-5