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Izumi-Lab
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GPIF Finance Awards for Students田口
RESEARCH
Artificial Market Simulation
Financial Text Mining
MEMBERS
Staffs
Kiyoshi Izumi
Takashi Shimada
Hiroki Sakaji
Hiroyasu Matsushima
Taisei Mukai
Yuka Yamamoto
Hitomi Sano
Students
Hiroyuki Kobayashi
Ryo Wakasugi
Masahiro Suzuki
Iwao Maeda
Yoshiyuki Suimon
Masanori Hirano
Tao Xu
Yuta Niki
Fuyuki Matsubata
Yingying Lan
Cong Liu
Kiyoshi Ono
Masaru Harumi
Kazuhiro Komura
Rinakira Fujie
Sizhe Chen
Zaige Wang
Lang Ren
Rei Taguchi
Sugawara Kohei
Takayanagi Takehiro
Graduates
Tomoki Ito
Hiroaki Igarashi
Ryo Hamawaki
Wataru Takamine
Zhouhao Wang
Toshiya Katagi
Ryota Kuramoto
Taihei Sone
Hitoshi Terao
Kyoto Yono
Izuru Matsuura
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Izumi-Lab
HOME
News
GPIF Finance Awards for Students田口
RESEARCH
Artificial Market Simulation
Financial Text Mining
MEMBERS
Staffs
Kiyoshi Izumi
Takashi Shimada
Hiroki Sakaji
Hiroyasu Matsushima
Taisei Mukai
Yuka Yamamoto
Hitomi Sano
Students
Hiroyuki Kobayashi
Ryo Wakasugi
Masahiro Suzuki
Iwao Maeda
Yoshiyuki Suimon
Masanori Hirano
Tao Xu
Yuta Niki
Fuyuki Matsubata
Yingying Lan
Cong Liu
Kiyoshi Ono
Masaru Harumi
Kazuhiro Komura
Rinakira Fujie
Sizhe Chen
Zaige Wang
Lang Ren
Rei Taguchi
Sugawara Kohei
Takayanagi Takehiro
Graduates
Tomoki Ito
Hiroaki Igarashi
Ryo Hamawaki
Wataru Takamine
Zhouhao Wang
Toshiya Katagi
Ryota Kuramoto
Taihei Sone
Hitoshi Terao
Kyoto Yono
Izuru Matsuura
PUBLICATIONS
Papers
Oral Presentations
Proceedings
Books
Tools
CONTACT
Access
Admission
General
More
HOME
News
GPIF Finance Awards for Students田口
RESEARCH
Artificial Market Simulation
Financial Text Mining
MEMBERS
Staffs
Kiyoshi Izumi
Takashi Shimada
Hiroki Sakaji
Hiroyasu Matsushima
Taisei Mukai
Yuka Yamamoto
Hitomi Sano
Students
Hiroyuki Kobayashi
Ryo Wakasugi
Masahiro Suzuki
Iwao Maeda
Yoshiyuki Suimon
Masanori Hirano
Tao Xu
Yuta Niki
Fuyuki Matsubata
Yingying Lan
Cong Liu
Kiyoshi Ono
Masaru Harumi
Kazuhiro Komura
Rinakira Fujie
Sizhe Chen
Zaige Wang
Lang Ren
Rei Taguchi
Sugawara Kohei
Takayanagi Takehiro
Graduates
Tomoki Ito
Hiroaki Igarashi
Ryo Hamawaki
Wataru Takamine
Zhouhao Wang
Toshiya Katagi
Ryota Kuramoto
Taihei Sone
Hitoshi Terao
Kyoto Yono
Izuru Matsuura
PUBLICATIONS
Papers
Oral Presentations
Proceedings
Books
Tools
CONTACT
Access
Admission
General
Causal Chain Search
The causal chain search service is based on causal extraction from the financial report.
[Workshop] Kiyoshi Izumi, Shintaro Suda, Hiroki Sakaji, "
Economic News Impact Analysis Using Causal-Chain Search from Textural Data
",
Knowledge Discovery from Unstructured Data in Financial Services (KDF)
, The AAAI-20 Workshop, pp., 2020.
[Workshop] Kiyoshi Izumi, Hiroki Sakaji, "
Economic Causal-Chain Search using Text Mining Technology
",
The First Workshop on Financial Technology and Natural Language Processing (FinNLP)
IJCAI-Workshop, pp.61-65, Aug. 2019. (
FinNLP 2019 Best Paper Award !!
)
[Conference] Kiyoshi Izumi, Hiroki Sakaji, "
Economic Causal Chain Search System and its Application
",
The 33rd Annual Conference of the Japanese Society for Artificial Intelligence
, 4Rin1-28, Jun. 2019.(
JSAI Annual Conference Award, Interactive session
)
Demonstration of Causal Chain Search
*Please note that the above systems may be stopped at any time without prior notice.
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