Commentary
Towards JSAI 2022 ……………………………………………………………………………………………………………………………… Hiroyuki Toda 671
Special Issue: “ Future Prediction for 2050 by Young Researchers ～ From Moonshot Research & Development Millennia Program ～”
Editorsʼ Introduction to “ Future Prediction for 2050 by Young Researchers
～ From Moonshot Research & Development Millennia Program ～” ……………………………………………………… Koji Inoue and Shogo Okada 672
Research on Technological and Social Issues Related to Social Implementation of Embedded Cyborg Technology
……………………………………………………………… Koichi Fujiwara, Takanori Fujita, Toshitaka Yamakawa, Takatomi Kubo, Chie Hieida,
Yoko Kiriyama, Hirotaka Kawashima, Tetsuma Kawaji, Hayato Noda and Jun Tabata 674
Concept of Psyche Navigation System ……………………………………………… Seiji Kumagai, Noriyuki Miura, Hiromitsu Awano and Yoshiyuki Ueda 684
Prospects for a New Technology to Read the Mind and Understand the Human
……………………………………………… Shima Okada, Yoko Nishihara, Kazuho Yamaura, Tianyi Wang, Naruhiro Shiozawa and Ryohei Tsuji 695
Investigation Research on Science and Technology to Overcome the Division of Human Society and Achieve Harmony
………………………………………………………………………………………………………………………… Hiroshi Sakuma and Koji Inoue 702
Special Issue: “The 35th Annual Conference of the Japanese Society for Artificial Intelligence”
Editorʼs Introduction to “The 35th Annual Conference of the Japanese Society for Artificial Intelligence” …………………………………… Takeo Hosomi 710
Program Organization and General Sessions …………………………………………………………………………………………… Mitsunori Matsushita 711
Keynote and Invited Talks ……………………………………………………………………………………………………Yuki Ogawa and Tatsuya Otoshi 712
International Session ……………………………………………………………………………………………………………………… Naohiro Matsumura 713
Special Session KS-1: Advanced Reasoning Support for Judicial Judgment by Artificial Intelligence
………………………………… Ken Satoh, Yoshinobu Kano, Yoichi Motomura, Kota Takaoka, Kazuko Takahashi, Shozo Ota and Katsumi Nitta 714
Special Session KS-2: Symbiotic Interaction and IoT for Society 5.0 ………………………………………………………………………… Satoshi Kurihara 715
Special Session KS-3: Quantum × AI ～ Quantum-Accelerated AI and AI-Accelerated Quantum Information Science ～
……………………………………………………Yoshiaki Shimada, Akinori Tanaka, Toshikazu Fukushima, Keisuke Fujii and Nobuyuki Yoshioka 716
Special Session KS-4: AI&Math. ─ Powers of Math. ─ ………………………………………………………………………………… Michio Yoshiwaki 717
Special Session KS-5: Measurement, Training, and Therapy of Socio-Emotional Interactions
……………………………………………………………………………… Hiroki Tanaka, Satoshi Nakamura, Takashi Kudo and Hidemi Iwasaka 718
Special Session KS-6: JSAI Town Hall Meeting 2021 ………………… Itsuki Noda, Koji Morikawa, Ryutaro Ichise, Toshihiro Sonoda and Kosuke Haruki 719
Special Session KS-7: Toward AI Map β 3.0 …………………………………………………………………………… Yasuhiro Taniguchi and Yutaka Matsuo 720
Special Session KS-8: Introduction to Emerging International Standards Related to AI
…………………………………… Toshihiro Kujirai, Ryo Sugimura, Takashi Egawa, Shizuo Sakamoto, Fumihiro Maruyama, Yoshihiko Enomoto,
Nobuhiro Hosokawa, Yuchang Chen, Hiroyuki Ogura, Yonosuke Harada and Kyoung-sook Kim 721
Special Session KS-9: How Can AI Research Contribute to the Value of Housing Stock?
……………………………………………………… Yoji Kiyota, Toshihiko Yamasaki, Hirohiko Suwa, Chihiro Shimizu and Takehiko Hashimoto 722
Special Session KS-10: An Interdisciplinary Approach to the Forgetting Web
─ Toward a Harmonious Future for Individuals, Society, and Technology
……………………………………………………………………… Junya Morita, Yusuke Yamamoto, Teppei Koguchi and Hiroyasu Yuhashi 723
Special Session KS-11: The Form of AI Desired by our Society: Toward a Sustainable AI Society ………………………… Hideaki Takeda and Arisa Ema 724
Special Session KS-12: Linguistic Consideration (Politeness) and Dialogue System Research ……………… Daisuke Katagami and Ryuichiro Higashinaka 726
Organized Sessions …………………………………………………………………………… Kazuya Narita, Dai Hasegawa, Yo Ehara and Junichi Ochiai 727
OS-1: Popularization and Automation of Data Science
……………………………………………… Organizer: Wataru Sunayama, Tatsunori Mori, Tsuneaki Kato, Yoko Nishihara and Yasufumi Takama 728
OS-2: Cognitive Bias, Polysemy, and Artificial Intelligence …………………………… Organizer: Shohei Hidaka, Kohske Takahashi and Takuma Torii 729
OS-3: Data Science for News Media … Organizer: Masanori Takano, Yuki Ogawa, Takahisa Suzuki, Atom Sonoda, Fumiaki Taka and Takayuki Hotaka 730
OS-4: Affective Computing ………………………………………………………………… Organizer: Shiro Kumano, Kazunori Terada and Kenji Suzuki 732
OS-5: AI for Group Interaction ……………………………………………… Organizer: Motoki Sakai, Masahide Yuasa, Shogo Okada and Masaki Shuzo 733
OS-6: Data Mining and Machine Learning for Movement Sequences
…………………………………………… Organizer: Keisuke Fujii, Koh Takeuchi, Ichiro Takeuchi, Yasuo Tabei, Ken Yoda and Takuya Maekawa 734
OS-7: Advertisement and Artificial Intelligence ……………………… Organizer: Yoshifumi Seki, Shota Yasui, Hiroyuki Fukuda and Yusuke Kumagae 735
OS-8: AI Society Design and Ethical Issues with Unexplored Data ……………………… Organizer: Teruaki Hayashi, Kai Ishikawa and Yukio Ohsawa 736
OS-9: Interdisciplinary Approach for Privacy, Fairness, Accountability, and Transparency in Artificial Intelligence
…………………………………………………………………………………………… Organizer: Kazuto Fukuchi, Hiromi Arai and Fumiko Kudo 737
OS-11: Symbiosis between humans and communicative intelligence ……… Organizer: Ryuichiro Higashinaka, Yuichiro Yoshikawa and Fumio Shimpo 739
OS-12: Creative Future Will Be Created by Contents Creators and Artificial Intelligence ……… Organizer: Miki Ueno, Naoki Mori and Taichi Hatanaka 740
OS-13: AI and Constraint Programming …………………………………………………………………… Organizer: Takehide Soh and Tenda Okimoto 741
Interactive Session ………………………………………………………………………… Masashi Okada, Shun Tanaka, Koichi Ota and Miho Matsunagi 742
Sponsorship, Exhibition and Industry Participation ………………………… Tomohiro Harada, Satoshi Yoshida, Munehiko Sasajima and Eiichi Sunagawa 743
Subjective and Objective: Perspective-based Research Design ………………………………………………………………… Kento Koike and Yotaro Fuse 744
Article
Data Mining and Copyright: Japan as “Paradise for Machine Learning” ……………………………………………………………………… Tatsuhiro Ueno 745
Technical Papers
Abstract …………………………………………………………………………………………………………………………………………………………… 750
Lecture Series: “AI Philosophy Map”（5）
The Research Field of “Artificial Intelligence” in the History of Computing
…………………………………… Hitoshi Matsubara, Mai Sugimoto and Yoji Kiyota, Moderator: Youichiro Miyake, Composition: Takako Ouchi 775
My Bookmark
Dialogue System and Conversation Analysis ………………………………………………………………………………………………… Ryoko Tokuhisa 789
Students Forum（108）
Career Development of Young Researchers Explored through Student Forums
……………………………………………… Takahiro Tsumura , Hiroshi Sakuma, Yusuke Nishimura, Kotaro Fukushima and Tatsuya Matsushima 794
Conference Reports
IEEE/CVF International Conference on Computer Vision and Pattern Recognition（CVPR 2021） ……………………… Hirokatsu Kataoka, Kensho Hara,
Ryota Suzuki, Yoshihiro Fukuhara, Hideki Tsunashima, Kodai Nakashima, Ryo Nakamura, Ryosuke Yamada and Umi Watabe 798
The 38th International Conference on Machine Learning（ICML 2021） ………………………………………………………………………Hiroshi Kajino 805
Book Review
Akio Tomiya: Understanding Machine Learning from Scratch, pp.256, Kodansha Ltd.（2021） ……………………………………………Chako Takahashi 807
Toshio Inui and Yutaka Sakaguchi: A Unified Theory of the Brain: What Is the Free Energy Principle?,
pp.150, Iwanami Shoten, Publishers（2020） …………………………………………………………………………………………… Manabu Shikauchi 808
Kiyoshi Izumi, Hiroki Sakaji and Hiroyasu Matsushima: Text Mining for Financial and Economic Analysis,
pp.172, Iwanami Shoten, Publishers（2021） …………………………………………………………………………………………… Youichiro Miyake 809
Article
Cover Comment: The Millennia Program ～ A Roundtable for the Future ～ ……………………………………………………………… Takeshi Sakaki 811