Kin Meitetsu

キンメイテツ | Kin Meitetsu

Affiliation and department：
Job title： Specially Appointed Professors

Research field (4)： Library/information science, humanistic/social informatics , Linguistics , Applied mathematics and statistics , Statistical science

Research keywords (5)： data science , statistical science , text analytics , stylometric , テキストマイニング(text mining)

Research theme for competitive and other funds (10)：

2022 - 2025 Integrated Ensemble Learning with Embedded Vectors in Authorship Attribution
2019 - 2023 言説を動かす情動とファシズムの変貌:テキストマイニングによる独伊仏日の資料分析
2018 - 2021 A Study of Stylistic Change in Japanese Based on Data Science and Modeling of its Structure
2016 - 2020 International Field Linguistic Survey of the Tibeto-Burman Link-languages
2015 - 2019 Expansion of corpus by annotating speaker's information to conversation sentences

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Papers (74)：

Taisei KANDA, Mingzhe JIN. An Empirical Comparison and Ensemble Learning Methods of BERT Models on Authorship Attribution. Journal of Japan Society of Information and Knowledge. 2024. 34. 3. 244-255
Wataru Zaitsu, Mingzhe Jin, Shunichi Ishihara, Satoru Tsuge, Mitsuyuki Inaba. Can we spot fake public comments generated by ChatGPT(-3.5, -4)?: Japanese stylometric analysis expose emulation created by one-shot learning. PLOS ONE. 2024. 19. 3. e0299031-e0299031
Guangwei LI, Mingzhe JIN, Yasuko NAKAMURA. DID THE NOVELIST MINAE MIZUMURA ACHIEVE HER LITERARY GOAL: A CORPUS-BASED STYLISTIC ANALYSIS. PSYCHOLOGIA. 2024. 65. 2. 273-283
Tetsuya YAMAMOTO, Yasuko NAKAMURA, Hideki OHIRA, Mingzhe JIN. QUANTITATIVE ANALYSIS OF THE CHARACTERISTICS AND HISTORICAL TRANSITION OF EDOGAWA RAMPO’S WORKS. PSYCHOLOGIA. 2024. 65. 2. 284-295
金阳李, 明哲金, 久洋宿. 基于预训练语言模型的股市变动预测的分析(Analysis of stock market movement prediction with pre-trained language model). 人工智能研究. 2023. 1. 2. 26-39

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MISC (100)：

文学・文献の計量分析. 文化情報学事典. 2019. 1-9
金明哲. データ解析ソフト. 文化情報学事典. 2019. 785-790
金明哲. 多言語テキスト統計分析ツールMTMineR. 文化情報学事典. 2019. 799-805
Mingzhe JIN. Enjoy Data Processing[III]: R Language. 2019. 102. 8. 822-828
Quantitative Analyses of Koji Uno's Works before and after the Illness. 2017. 31. 2. 128-143

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Books (47)：

Bayesian Networks: With Examples in R
2022
文学と言語コーパスのマイニング
岩波書店 2021
テキストアナリティクスの基礎と実践
岩波書店 2021
金融・経済分析のためのテキストマイニング
岩波書店 2021 ISBN:9784000299015
テキストマイニングの基礎技術と応用 (テキストアナリティクス)
2020

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Lectures and oral presentations (153)：

Analysis of stock price movement prediction with financial news on pre-trained language model
(2023)
著者推定における事前学習済みBERTを用いたアンサンブル学習法の提案
(信学技報, vol. 122, no. 180, NLC2022-6, pp. 9-12. 2022)
会話コーパスを用いた性別による発話特徴の分析,
(日本行動計量学会第50回大会抄録集, 251-252 2022)
テキストアナリティクスに基づく小説『明暗』の続編に関する比較分析
(日本行動計量学会第50回大会抄録集, 317-318 2022)
著者推定における異なる事前学習データを持つ日本語版BERTの性能比較分析
(日本行動計量学会第50回大会抄録集, 315-316. 2022)

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Education (2)：

- 1994 The Graduate University for Advanced Studies
- 1978 Northeast Normal University of China, Mathematics

Professional career (1)：

Doctor of Philosophy (The Graduate University for Advanced Studies)

Work history (3)：

2005/04 - 2023/03 Doshisha University Faculty of Culture and Information Science
1998/04 - 2004/03 Sapporo Gakuin University Faculty of Social Information
1995/04 - 1997/03 Sapporo Gakuin University Faculty of Social Information

Awards (2)：

2015 - 日本統計学会第8回出版賞(2015)
2013 - 日本行動計量学会第28回林知己夫賞(優秀賞,2013)

Association Membership(s) (5)：

日本計量国語学会 , 日本行動計量学会 , 日本統計学会 , 日本情報知識学会 , 日本分類学会

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