人工知能学会第二種研究会資料
Online ISSN : 2436-5556
第28回金融情報学研究会
脱炭素トピック毎における相対的な進捗度合いの可視化
毛利 研春日 剛成宮 仁大場 久永関本 和穂
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研究報告書・技術報告書 フリー

2022 年 2022 巻 FIN-028 号 p. 156-

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Regarding ESG investments, which is one of the investment methods to evaluates cooperate environmental efforts, are becoming the minimum requirement for business. Information disclosure regarding Carbon Net-Zero society has led to the trust of the market and has begun to be directly linked to corporate value. Therefore, in this study, we visualized the relative progress of each decarbonized topic in each country. Specifically, we extracted articles related to decarbonization from about 40 million articles over the past three years, clustered BERT embedding vectors for those articles, and extracted characteristic words for each cluster by using c-TF-IDF. From this study, we found that decarbonization efforts are contrasting in Europe, the United States, China, and Japan. In Japan, we found that although the fields of "fuel ammonia" and "carbon dioxide capture and storage (CCS)" are attracting attention internationally and are leading in technology, they are inferior to other countries in terms of policy and regulation.

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