Commentary
2020, Summer, Kumamoto ……………………………………………………………………………………………………………………………………………… Akisato Kimura 757
Special Issue:“The Next-Generation AI That Enables Mutual Understanding with Humans, Part 1: Basic Technologies”
Editors’ Introduction to“ The Next-Generation AI That Enables Mutual Understanding with Humans, Part 1: Basic Technologies” …………………Hideki Asoh and Ryutaro Ichise 758
Approach in the Research and Development Project for the Next-Generation Artificial Intelligence Technologies to Realize the Mutual Understanding with Human Beings
……………………………………………………………………………………………………………………………………………………………… Tsunefumi Watanabe 761
Automatic Crowd Control for Large-scale Events ……………………………………………………………………… Masaki Onishi, Shusuke Shigenaka and Tomohisa Yamashita 768
Human Life Phenomenon Modeling in Artificial Intelligence ………………………………………………………………Yoichi Motomura, Yoshifumi Nishida and Takashi Omori 774
Understanding Everyday Actions ……………………………………………………………………………… Akikazu Takeuchi, Yuya Yoshikawa, Yutaro Shigeto and Jiaqing Lin 779
Facilitation of Science/Technology by AI …………………… Nozomi Nagano, Masami Ikeda, Makoto Miwa, Ichiro Sakata, Kimitaka Asatani, Masanao Ochi and Ryutaro Ichise 783
ABCI as the Next Generation Artificial Intelligence Testbed …………………………………………………………………………………………………………… Hirotaka Ogawa 790
A GeoAI Data Platform for Next-generation Smart Mobility Applications ……………………………………………Kyoung-Sook Kim, Akiyoshi Matono and Ryosuke Nakamura 798
Advancing Machine Learning and Probabilistic Modeling ………………………………………………………………………… Hideki Asoh, Yutaka Matsuo and Hiroki Nakahara 804
Technologies for Bridging Diverse Data and Natural Language …………………………………………………………………………………………………………… Yusuke Miyao 811
Developments of Brain-Inspired Artificial Intelligence Technologies
……………………………………………………………Shin Ishii, Masato Okada, Yasuko Sugase, Shigeyuki Oba, Tadashi Yamazaki, Takashi Morie and Yasuo Kuniyoshi 817
Special Issue:“The 33rd Annual Conference of the Japanese Society for Artificial Intelligence”
Editor’s Introduction to“The 33rd Annual Conference of the Japanese Society for Artificial Intelligence” …………………………………………………… Takafumi Koshinaka 826
Program Organization and General Sessions（International and Domestic） ………………………………………………………………………………………………Yukio Ohsawa 828
Keynote Talk and Invited Talks ……………………………………………………………………………………………………………… Yoko Nishihara and Masakazu Hirokawa 829
Special Session KS-1: AI Ethics Committee: Is There Freedom for AI Research? ～ What Is the First Step Based on the Global Trend in AI Ethics? ～
………………………………………………………………………………………………………………………………… Hideaki Takeda and Arisa Ema 831
Special Session KS-2: Quest for the 22nd Century …………………………………………………………………………… Naoko Hayashida, Hiromi Narimatsu and Yukio Ohsawa 833
Special Session KS-3: Gastronomy and AI: AI Creates a Future of Society ……………………………………………………………………… Tomomi Nonaka and Nobutada Fujii 834
Special Session KS-4: How Fiction and Technology Modify People: Report for“ Intelligence, Fiction and Reality of the Future Society” Session ………………… Hirotaka Osawa 835
Special Session KS-5: Principles and Techniques for Accountability, Fairness and Safety in Machine Learning Applications
…………………………… Toshikazu Fukushima, Takahiro Kawamura, Toshihiro Kamishima, Toshihiro Nakae, Hiroshi Kuwajima and Fuyuki Ishikawa 839
Special Session KS-6: Dialogue with Physics 2 ─ Contact Point Between Science and AI ─ ……………………………………………………Ikuko Eguchi Yairi and Hiroshi Sawa 840
Special Session KS-7: Future Prototyping Methodology for Value Co-creation Aiming for Well-being
…………………………………………………………………… Miwa Nishinaka, Yusuke Kishita, Kunio Shirahada, Hisashi Masuda and Hideaki Takeda 841
Special Session KS-8: Practical Modeling of Human Mental Process ……………………………………………………………………………………………………Takashi Omori 842
Special Session KS-9: Invitation to the International Standardization Activities on Artificial Intelligence ………………………………………………………… Ryoichi Sugimura 843
Special Session KS-10: Activities of AI Map Task Force ─ Overview of AI Research for Beginners and Interdisciplinary Researchers ─
…………………………………………………………………………………………………Fujio Tsutsumi, Koji Morikawa, Ryutaro Ichise and Ken Ueno 844
Special Session KS-11: Towards Human Centric AI Creation and Social Implementation for Empowering Self Reliance and
Mutual Cooperation Utilizing Human Interaction Technology ……………………………………………………………Shinya Kiriyama and Ko Ishiyama 845
Special Session KS-12: NEDO: Core Technologies for Next-Generation Artificial Intelligence ─ Realization of the AI that Assists and Collaborates with Human ─
………………………………………… Tsunefumi Watanabe, Hideki Asoh, Yoichi Motomura, Akikazu Takeuchi, Tetsuya Ogata and Manabu Hashimoto 847
Organized Sessions …………………………………………………………………………………………… Tomoya Mizumoto, Yuzu Uchida, Junpei Tsuji and Tomoyuki Kajiwara 848
Interactive Session ………………………………………………………………………………………… Kugatsu Sadamitsu, Yoshikuni Sato, Megumi Kurayama and Jun Sugiura 849
“Scientific Value” of AI Research: Do AI Scientists Still Care? ……………………………………………………………………………… Tomoki Aburatani and Mamoru Yoshizoe 850
Sponsorship, Exhibition and Industry Participation ……………………………………………………… Masayuki Otani, Shohei Higashiyama, Masahiro Ito and Hiroto Yonenoh 852
Challenge for Realizing Early Profits ………………………………………………………………………………………………………… Hiromi Narimatsu and Naoko Hayashida 853
NFC-1: Comprehending Consumers: Computing Complexity of Cultures ……………………………………………………………… Yasuo Tanida and Fumiko Kano Glückstad 854
Editorial for Special Issue: Evolution of AI in JSAI 2019 Organized Sessions ………………………………………………………………… Yukio Ohsawa and Daisuke Katagami 855
OS-02: Cross-disciplinary Collaboration and Technical Basis in Data Trading Society
─ Foundation and Application Viewed from the Organized Session ─ ………………………………………………………… Teruaki Hayashi and Yukio Ohsawa 856
OS-05: Artificial Intelligence Technologies for Decision-making and Consensusbuilding in a Complex Society
…………………………………………………………………………… Naoki Fukuta, Toshikazu Fukushima, Takayuki Ito, Tadahiro Taniguchi and Makoto Yokoo 863
OS-07: Application of Artificial Intelligence to Law
─ Background and Summary ……………………………………………………………………………………………………………… Katsumi Nitta and Ken Satoh 870
OS-14: AI Werewolf and Incomplete Information Games ………………………………………………Michimasa Inaba, Daisuke Katagami, Yoshinobu Kano and Takashi Otsuki 876
OS-18: Emotion and AI ……………………………………………………………………………………………………………… Chie Hieida, Takato Horii and Takayuki Nagai 881
Technical Papers
Abstract …………………………………………………………………………………………………………………………………………………………………………………… 888
Lecture Series:“The Current State of Artificial Intelligence”（5）
AI Now: Machine Learning ………………………………………………………………………………………………………………… Toshihiro Kamishima and Hisashi Kashima 905
Series:“AI for the Liberal Arts”（3）
AI in Video Games ………………………………………………………………………………………………………………………………… Sho Sakurai and Youichiro Miyake 916
My Bookmark
Medical Informatics ………………………………………………………………………………………………………………………………………………………… Rina Kagawa 928
Students Forum（100）
Special Interviews of Top AI Researchers（The 100th Anniversary of the Student Forum） ……………………………………………………………………………………………… 935
Hiroshi Ishiguro（Yusuke Nishimura）／ Michita Imai（Masahiko Osawa）／ Jun Sakuma（Hiroshi Sakuma）／ Hiromitsu Hattori（Mamoru Yoshizoe）／
Yutaka Matsuo（Tatsuya Matsushima）／ Masayuki Yamamura（Kense Todo）／ Hiroshi Yokoi（Yuki Kuroda）
Conference Reports
The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining（KDD 2019） ……………………………………………………………… Toshihiro Kamishima 946
Book Review
Author: Terrence J. Sejnowski, Translation Supervisor: Kenji Doya: The Deep Learning Revolution, 400 pp., Newton Press（2019） ……………………………… Hirotaka Osawa 948
Article
Cover Comment: A Future Design of AI and AI Society from a View of the World the Creators Made
………………………………………………………………………………………………… Hirotaka Osawa, Interviewer: Youichiro Miyake, Composition: Takako Ouchi 950
Erratum ……………………………………………………………………………………………………………………………………………………………………………………… 968