{"id":1009232,"date":"2023-03-02T09:30:56","date_gmt":"2023-03-02T00:30:56","guid":{"rendered":"https:\/\/www.ai-gakkai.or.jp\/en\/?page_id=1009232"},"modified":"2024-01-05T09:51:12","modified_gmt":"2024-01-05T00:51:12","slug":"vol38_no2","status":"publish","type":"page","link":"https:\/\/www.ai-gakkai.or.jp\/en\/published_books\/journals_of_jsai\/past_journals\/in2023\/vol38_no2\/","title":{"rendered":"[Journal]Artificial Intelligence Vol.38 No.2 (Mar. 2023)"},"content":{"rendered":"

Commentary<\/strong>
\nHope and Challenges in ICT Education \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Yasufumi Takama 97<\/p>\n

Article<\/strong>
\nReminiscence of Professor Saburo Tsuji \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Seiji Yamada 98<\/p>\n

Special Issue: \u201cFinding Linkages in the Network and Graph\u201d<\/strong>
\nEditors\u2019 Introduction to \u201cFinding Linkages in the Network and Graph\u201d \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Takayuki Mizuno and Hiroko Yamano 99
\nDevelop an Artificial Intelligence F.R.I.D.A.Y. to Guarantee Security in the Economic Networks
\n\u3000\u3000\u3000\u3000\u3000\u3000\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Takayuki Mizuno, Shohei Doi and Shuhei Kurizaki 101
\nSupply-Chain Simulation to Shape Policies for Pandemic \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Hiroyasu Inoue 109
\nDynamics of the Mesoscopic Structures of Inter-Firm Networks \u2026\u2026\u2026\u2026\u2026 Hiroko Yamano, Hiroshi Okamoto and Ichiro Sakata 117
\nNetwork Analysis of Money Flow among Firms\u02bc Accounts in a Regional Bank
\n\u3000\u3000\u3000\u3000\u3000\u3000\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Takuma Tanaka, Yoshi Fujiwara and Takayuki Yamaguchi 125
\nAnalysis of Bank Transfer Networks focusing on Inherent Structures and Changes
\n\u3000\u3000\u3000\u3000\u3000\u3000\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Ryohei Hisano, Tatsuya Nagasawa, Shu Takahashi, Ryoma Kondo and Takaaki Ohnishi 131
\nExpanding Application Domains for Graph Neural Networks \u2026\u2026\u2026 Toyotaro Suzumura, Hiroki Kanezashi and Masatoshi Hanai 139
\nOver-Smoothing of Graph Neural Networks \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Kenta Oono 149
\nGraph Structured Data Analysis using Machine Learning \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Koh Takeuchi 158
\nVertex Ordering Problems in Graphs \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Tatsuro Kawamoto and Teruyoshi Kobayashi 165
\nParameterized Graph Algorithms \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Tesshu Hanaka 172<\/p>\n

Special Issue: \u201cResearch Directions in AI Security\u201d<\/strong>
\nEditors\u2019 Introduction to \u201cResearch Directions in AI Security\u201d \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Akira Otsuka and Kouichi Sakurai 178
\nPlanner\u02bcs Introduction to \u201cResearch Directions in AI Security\u201d \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Chako Takahashi 180
\nResearch Topics in AI Security \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Akira Otsuka 181
\nFrontiers of Overcoming Fake Media in the Age of Infodemics \u2026\u2026\u2026\u2026 Isao Echizen, Noboru Babaguchi and Kazutoshi Sasahara 189
\nStatus and Issues of Research on Machine Unlearning \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Haibo Zhang and Kouichi Sakurai 197
\nAI and Disinformation: Trends of Regulation \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Harumichi Yuasa 206
\nTrends on AI Safety in Automotive Industry \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Toshihiro Nakae and Hiroshi Kuwajima 210
\nSecurity and Fairness of Machine Learning \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Masashi Une and Kazutoshi Kan 221
\nTrends in Malware Development Environment Identification \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Yuhei Otsubo 229
\nMachine Learning System Security Guidelines for AI Developers \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Jun Yajima and Nobukazu Yoshioka 237<\/p>\n

Article<\/strong>
\nAI Philosophy Map General Discussion Part \u2161 : AI-Philosophy Correspondence Map
\n\u3000\u3000\u3000\u3000\u3000\u3000\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Youichiro Miyake, Takako Ouchi and Yoji Kiyota 245<\/p>\n

Lecture Series: \u201cFuture of AI, Society, and Human Being \u2500 Colliding, Blending, and Unifying \u2500\u201d\uff082\uff09<\/strong>
\nThe \u201cLife Revolution\u201d Scenario, Aims to Transition to the Most Sustainable Life Society \u2026 Hiroshi Yamakawa and Yutaka Matsuo 254<\/p>\n

Special Interest Group Reports<\/strong>
\nReport of JSAI SigConf 2022
\n\u3000\u3000\u3000\u3000\u2026\u2026\u2026\u2026\u2026\u2026Wataru Sunayama, Hiromitsu Hattori, Kouzou Ohara, Hiroshi Murata, Masahiro Hamasaki and Kouji Kozaki 266
\nSIG-AGI WS Reports \u201cThird Wave of AGI Research\u201d \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Mirei Takahashi 275<\/p>\n

My Bookmark<\/strong>
\nWhat Artificial Intelligence can Learn from First Language Acquisition \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Naho Orita 282<\/p>\n

Global Eye\uff0863\uff09<\/strong>
\nStudying for Ph.D. at Darmstadt, Germany \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Hikaru Shindo 287<\/p>\n

Students Forum\uff08116\uff09<\/strong>
\nInterview with Prof. Hideaki Kuzuoka \u201cDual thinking broadens your path\u201d \u2026\u2026\u2026\u2026\u2026\u2026\u2026 Saya Kashiwakura and Chisa Kondo 289<\/p>\n

Conference Reports<\/strong>
\nConference on Neural Information Processing Systems\uff08NeurIPS\uff09 \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Shinsaku Sakaue 293<\/p>\n

Book Review<\/strong>
\nYoshinori Hijikata: Social Media Studies
\n\u3000\u2500 Analysis of Behavioral Data to Understand Human Society and Psychology \u2500\uff0c
\n\u3000pp.224, SAIENSU-SHA Co.,Ltd\uff082020\uff09 \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Hiroshi Sakuma 295
\nSatoshi Hase: Protocol of Humanity, pp. 296, Hayakawa Publishing Corporation\uff082022\uff09 \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Youichiro Miyake 296
\nTadahiro Taniguchi: Boku to Arisu no Natsumonogatari\u3000Jinkou Chinou no Sono Saki e,
\n\u3000pp. 206, Iwanami Shoten, Publishers\uff082022\uff09 \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Keiko Saito 297<\/p>\n

Article<\/strong>
\nCover Project \u201cThe Scroll of AI History: Road to Future AI, Chapter 2\u201d \u2500 From the First Winter to the Second Boom \u2500
\n\u3000\u3000\u3000\u3000\u3000\u3000\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Planner\uff1aKoji Inoue, Hiroko Yamano and Takeshi Sakaki,
\n\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000Illustrator\uff1aShun Iwasawa, Supervisor\uff1aHitoshi Matsubara, Mai Sugimoto and Tadahiro Taniguchi 298<\/p>\n","protected":false},"excerpt":{"rendered":"

Commentary Hope and Challenges in ICT Education \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Yasufumi Takama 97 Article Reminiscence of Professor Saburo Tsuji \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Seiji Yamada 98 Special Issue: \u201cFinding Linkages in the Network and Graph\u201d Editors\u2019 Introduction to \u201cFinding Linkages in the Network and Graph\u201d \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Takayuki Mizuno and Hiroko Yamano 99 Develop an Artificial Intelligence F.R.I.D.A.Y. to Guarantee Security in the Economic Networks \u3000\u3000\u3000\u3000\u3000\u3000\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Takayuki Mizuno, Shohei Doi and Shuhei Kurizaki 101 Supply-Chain Simulation to Shape Policies for Pandemic \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Hiroyasu Inoue 109 Dynamics of the Mesoscopic Structures of Inter-Firm Networks \u2026\u2026\u2026\u2026\u2026 Hiroko Yamano, Hiroshi Okamoto and Ichiro Sakata 117 Network Analysis of Money Flow among Firms\u02bc Accounts in a Regional Bank \u3000\u3000\u3000\u3000\u3000\u3000\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Takuma […]<\/p>\n","protected":false},"author":17,"featured_media":0,"parent":1009293,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"categories":[16,11],"_links":{"self":[{"href":"https:\/\/www.ai-gakkai.or.jp\/en\/wp-json\/wp\/v2\/pages\/1009232"}],"collection":[{"href":"https:\/\/www.ai-gakkai.or.jp\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ai-gakkai.or.jp\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ai-gakkai.or.jp\/en\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ai-gakkai.or.jp\/en\/wp-json\/wp\/v2\/comments?post=1009232"}],"version-history":[{"count":1,"href":"https:\/\/www.ai-gakkai.or.jp\/en\/wp-json\/wp\/v2\/pages\/1009232\/revisions"}],"predecessor-version":[{"id":1009233,"href":"https:\/\/www.ai-gakkai.or.jp\/en\/wp-json\/wp\/v2\/pages\/1009232\/revisions\/1009233"}],"up":[{"embeddable":true,"href":"https:\/\/www.ai-gakkai.or.jp\/en\/wp-json\/wp\/v2\/pages\/1009293"}],"wp:attachment":[{"href":"https:\/\/www.ai-gakkai.or.jp\/en\/wp-json\/wp\/v2\/media?parent=1009232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ai-gakkai.or.jp\/en\/wp-json\/wp\/v2\/categories?post=1009232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}