{"id":1009140,"date":"2021-11-01T09:31:44","date_gmt":"2021-11-01T00:31:44","guid":{"rendered":"https:\/\/www.ai-gakkai.or.jp\/en\/?page_id=1009140"},"modified":"2022-01-05T09:48:46","modified_gmt":"2022-01-05T00:48:46","slug":"vol36_no6","status":"publish","type":"page","link":"https:\/\/www.ai-gakkai.or.jp\/en\/published_books\/journals_of_jsai\/past_journals\/in2021\/vol36_no6\/","title":{"rendered":"[Journal]Artificial Intelligence Vol.36 No.6 (Nov. 2021)"},"content":{"rendered":"<p><strong>Commentary<\/strong><br \/>\nTowards JSAI 2022 \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\u2026\u2026\u2026\u2026 Hiroyuki Toda 671<\/p>\n<p><strong>Special Issue: \u201c Future Prediction for 2050 by Young Researchers \uff5e From Moonshot Research &#038; Development Millennia Program \uff5e\u201d<\/strong><br \/>\nEditors\u02bc Introduction to \u201c Future Prediction for 2050 by Young Researchers<br \/>\n\u3000\uff5e From Moonshot Research &#038; Development Millennia Program \uff5e\u201d \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Koji Inoue and Shogo Okada 672<br \/>\nResearch on Technological and Social Issues Related to Social Implementation of Embedded Cyborg Technology<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Koichi Fujiwara, Takanori Fujita, Toshitaka Yamakawa, Takatomi Kubo, Chie Hieida,<br \/>\nYoko Kiriyama, Hirotaka Kawashima, Tetsuma Kawaji, Hayato Noda and Jun Tabata 674<br \/>\nConcept of Psyche Navigation System \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Seiji Kumagai, Noriyuki Miura, Hiromitsu Awano and Yoshiyuki Ueda 684<br \/>\nProspects for a New Technology to Read the Mind and Understand the Human<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Shima Okada, Yoko Nishihara, Kazuho Yamaura, Tianyi Wang, Naruhiro Shiozawa and Ryohei Tsuji 695<br \/>\nInvestigation Research on Science and Technology to Overcome the Division of Human Society and Achieve Harmony<br \/>\n\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\u2026\u2026 Hiroshi Sakuma and Koji Inoue 702<\/p>\n<p><strong>Special Issue: \u201cThe 35th Annual Conference of the Japanese Society for Artificial Intelligence\u201d<\/strong><br \/>\nEditor\u02bcs Introduction to \u201cThe 35th Annual Conference of the Japanese Society for Artificial Intelligence\u201d \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Takeo Hosomi 710<br \/>\nProgram Organization and General Sessions \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 Mitsunori Matsushita 711<br \/>\nKeynote and Invited Talks \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\u2026Yuki Ogawa and Tatsuya Otoshi 712<br \/>\nInternational Session \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\u2026 Naohiro Matsumura 713<br \/>\nSpecial Session KS-1: Advanced Reasoning Support for Judicial Judgment by Artificial Intelligence<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Ken Satoh, Yoshinobu Kano, Yoichi Motomura, Kota Takaoka, Kazuko Takahashi, Shozo Ota and Katsumi Nitta 714<br \/>\nSpecial Session KS-2: Symbiotic Interaction and IoT for Society 5.0 \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 Satoshi Kurihara 715<br \/>\nSpecial Session KS-3: Quantum \u00d7 AI \uff5e Quantum-Accelerated AI and AI-Accelerated Quantum Information Science \uff5e<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026Yoshiaki Shimada, Akinori Tanaka, Toshikazu Fukushima, Keisuke Fujii and Nobuyuki Yoshioka 716<br \/>\nSpecial Session KS-4: AI&#038;Math. \u2500 Powers of Math. \u2500 \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 Michio Yoshiwaki 717<br \/>\nSpecial Session KS-5: Measurement, Training, and Therapy of Socio-Emotional Interactions<br \/>\n\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 Hiroki Tanaka, Satoshi Nakamura, Takashi Kudo and Hidemi Iwasaka 718<br \/>\nSpecial Session KS-6: JSAI Town Hall Meeting 2021 \u2026\u2026\u2026\u2026\u2026\u2026\u2026 Itsuki Noda, Koji Morikawa, Ryutaro Ichise, Toshihiro Sonoda and Kosuke Haruki 719<br \/>\nSpecial Session KS-7: Toward AI Map \u03b2 3.0 \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 Yasuhiro Taniguchi and Yutaka Matsuo 720<br \/>\nSpecial Session KS-8: Introduction to Emerging International Standards Related to AI<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Toshihiro Kujirai, Ryo Sugimura, Takashi Egawa, Shizuo Sakamoto, Fumihiro Maruyama, Yoshihiko Enomoto,<br \/>\nNobuhiro Hosokawa, Yuchang Chen, Hiroyuki Ogura, Yonosuke Harada and Kyoung-sook Kim 721<br \/>\nSpecial Session KS-9: How Can AI Research Contribute to the Value of Housing Stock?<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Yoji Kiyota, Toshihiko Yamasaki, Hirohiko Suwa, Chihiro Shimizu and Takehiko Hashimoto 722<br \/>\nSpecial Session KS-10: An Interdisciplinary Approach to the Forgetting Web<br \/>\n\u3000\u3000\u3000\u2500 Toward a Harmonious Future for Individuals, Society, and Technology<br \/>\n\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 Junya Morita, Yusuke Yamamoto, Teppei Koguchi and Hiroyasu Yuhashi 723<br \/>\nSpecial Session KS-11: The Form of AI Desired by our Society: Toward a Sustainable AI Society \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Hideaki Takeda and Arisa Ema 724<br \/>\nSpecial Session KS-12: Linguistic Consideration (Politeness) and Dialogue System Research \u2026\u2026\u2026\u2026\u2026\u2026 Daisuke Katagami and Ryuichiro Higashinaka 726<br \/>\nOrganized Sessions \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 Kazuya Narita, Dai Hasegawa, Yo Ehara and Junichi Ochiai 727<br \/>\n\u3000OS-1: Popularization and Automation of Data Science<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Organizer: Wataru Sunayama, Tatsunori Mori, Tsuneaki Kato, Yoko Nishihara and Yasufumi Takama 728<br \/>\n\u3000OS-2: Cognitive Bias, Polysemy, and Artificial Intelligence \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Organizer: Shohei Hidaka, Kohske Takahashi and Takuma Torii 729<br \/>\n\u3000OS-3: Data Science for News Media \u2026 Organizer: Masanori Takano, Yuki Ogawa, Takahisa Suzuki, Atom Sonoda, Fumiaki Taka and Takayuki Hotaka 730<br \/>\n\u3000OS-4: Affective Computing \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 Organizer: Shiro Kumano, Kazunori Terada and Kenji Suzuki 732<br \/>\n\u3000OS-5: AI for Group Interaction \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Organizer: Motoki Sakai, Masahide Yuasa, Shogo Okada and Masaki Shuzo 733<br \/>\n\u3000OS-6: Data Mining and Machine Learning for Movement Sequences<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Organizer: Keisuke Fujii, Koh Takeuchi, Ichiro Takeuchi, Yasuo Tabei, Ken Yoda and Takuya Maekawa 734<br \/>\n\u3000OS-7: Advertisement and Artificial Intelligence \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Organizer: Yoshifumi Seki, Shota Yasui, Hiroyuki Fukuda and Yusuke Kumagae 735<br \/>\n\u3000OS-8: AI Society Design and Ethical Issues with Unexplored Data \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Organizer: Teruaki Hayashi, Kai Ishikawa and Yukio Ohsawa 736<br \/>\n\u3000OS-9: Interdisciplinary Approach for Privacy, Fairness, Accountability, and Transparency in Artificial Intelligence<br \/>\n\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 Organizer: Kazuto Fukuchi, Hiromi Arai and Fumiko Kudo 737<br \/>\n\u3000OS-11: Symbiosis between humans and communicative intelligence \u2026\u2026\u2026 Organizer: Ryuichiro Higashinaka, Yuichiro Yoshikawa and Fumio Shimpo 739<br \/>\n\u3000OS-12: Creative Future Will Be Created by Contents Creators and Artificial Intelligence \u2026\u2026\u2026 Organizer: Miki Ueno, Naoki Mori and Taichi Hatanaka 740<br \/>\n\u3000OS-13: AI and Constraint Programming \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 Organizer: Takehide Soh and Tenda Okimoto 741<br \/>\nInteractive Session \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 Masashi Okada, Shun Tanaka, Koichi Ota and Miho Matsunagi 742<br \/>\nSponsorship, Exhibition and Industry Participation \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Tomohiro Harada, Satoshi Yoshida, Munehiko Sasajima and Eiichi Sunagawa 743<br \/>\nSubjective and Objective: Perspective-based Research Design \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 Kento Koike and Yotaro Fuse 744<\/p>\n<p><strong>Article<\/strong><br \/>\nData Mining and Copyright: Japan as \u201cParadise for Machine Learning\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 Tatsuhiro Ueno 745<\/p>\n<p><strong>Technical Papers<\/strong><br \/>\nAbstract \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\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 750<\/p>\n<p><strong>Lecture Series: \u201cAI Philosophy Map\u201d\uff085\uff09<\/strong><br \/>\nThe Research Field of \u201cArtificial Intelligence\u201d in the History of Computing<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Hitoshi Matsubara, Mai Sugimoto and Yoji Kiyota, Moderator: Youichiro Miyake, Composition: Takako Ouchi 775<\/p>\n<p><strong>My Bookmark<\/strong><br \/>\nDialogue System and Conversation Analysis \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 Ryoko Tokuhisa 789<\/p>\n<p><strong>Students Forum\uff08108\uff09<\/strong><br \/>\nCareer Development of Young Researchers Explored through Student Forums<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Takahiro Tsumura , Hiroshi Sakuma, Yusuke Nishimura, Kotaro Fukushima and Tatsuya Matsushima 794<\/p>\n<p><strong>Conference Reports<\/strong><br \/>\nIEEE\/CVF International Conference on Computer Vision and Pattern Recognition\uff08CVPR 2021\uff09 \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Hirokatsu Kataoka, Kensho Hara,<br \/>\nRyota Suzuki, Yoshihiro Fukuhara, Hideki Tsunashima, Kodai Nakashima, Ryo Nakamura, Ryosuke Yamada and Umi Watabe 798<br \/>\nThe 38th International Conference on Machine Learning\uff08ICML 2021\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\u2026Hiroshi Kajino 805<\/p>\n<p><strong>Book Review<\/strong><br \/>\nAkio Tomiya: Understanding Machine Learning from Scratch, pp.256, Kodansha Ltd.\uff082021\uff09 \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026Chako Takahashi 807<br \/>\nToshio Inui and Yutaka Sakaguchi: A Unified Theory of the Brain: What Is the Free Energy Principle?,<br \/>\n\u3000pp.150, Iwanami Shoten, Publishers\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\u2026 Manabu Shikauchi 808<br \/>\nKiyoshi Izumi, Hiroki Sakaji and Hiroyasu Matsushima: Text Mining for Financial and Economic Analysis,<br \/>\n\u3000pp.172, Iwanami Shoten, Publishers\uff082021\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\u2026 Youichiro Miyake 809<\/p>\n<p><strong>Article<\/strong><br \/>\nCover Comment: The Millennia Program \uff5e A Roundtable for the Future \uff5e \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Takeshi Sakaki 811<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Commentary Towards JSAI 2022 \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\u2026\u2026\u2026\u2026 Hiroyuki Toda 671 Special Issue: \u201c Future Prediction for 2050 by Young Researchers \uff5e From Moonshot Research &#038; Development Millennia Program \uff5e\u201d Editors\u02bc Introduction to \u201c Future Prediction for 2050 by Young Researchers \u3000\uff5e From Moonshot Research &#038; Development Millennia Program \uff5e\u201d \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Koji Inoue and Shogo Okada 672 Research on Technological and Social Issues Related to Social Implementation of Embedded Cyborg Technology \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 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 \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Seiji Kumagai, Noriyuki Miura, Hiromitsu Awano and Yoshiyuki Ueda 684 Prospects for a 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