Commentary
Invitation to JSAI 2019 in Niigata ………………………………………………………………………………………………………………………………… Takafumi Koshinaka 697
Special Issue:“AI, Art and Aesthetics”
Editors’ Introduction to“AI, Art and Aesthetics” …………………………………………………………………………… Koichi Takahashi, Mika Kusakari and Hideki Nakazawa 698
Talk on“ Artificial Intelligence Art and Aesthetics Exhibition” …………………………………………………………Hideki Nakazawa and Mika Kusakari, Column: Kenji Doya 700
Artificial Intelligence, Art and Aesthetics
─ Artificial Intelligence with Truly Autonomous Creation and Judgement Will Transform Human Art and Aesthetics ─ ……………………………………… Hideki Nakazawa 711
Significance of Artificial Intelligence Art and Aesthetics Exhibition …………………………………………………………………………………………………… Fuminori Akiba 721
A Challenge on Automated Generation of Abstract Images by Computational Aesthetics Measures ……………………………………………………………………… Tatsuo Unemi 727
Artificial Intelligence and Music: Development of a Sound/Music Generation System“ Soundroid”
……………………………………………………………………… Kiyoshi Furukawa, Hidefumi Ohmura, Takayuki Hamano, Tsuyoshi Kawamura and Takuro Shibayama 735
After the Concert“ AI Composition and Computational Creativity” …………………………………………………………………………………………………… Tsubasa Tanaka 744
Evolutional Origin of the Arts ……………………………………………………………………………………………………………………………………………………Aya Saito 754
Challenges for Quantitative Interpretation and Evaluation of Works: From Criticism towards Creation ………………………………………………………………… Hajime Murai 762
What Artificial Intelligence Reveals about Creative Cognition
─ A Study from the Standpoint of Duality and Rationality of Thinking ─ ……………………………………………………………………………………………Masasi Hattori 771
Autonomous Meaning Creation
─ Science and Art ─ ……………………………………………………………………………………………………………………………Michael Spranger and Stephane Noël 780
Special Issue:“The 32nd Annual Conference of the Japanese Society for Artificial Intelligence”
Editor’s Introduction to“The 32nd Annual Conference of the Japanese Society for Artificial Intelligence” ………………………………………………… Ryuichiro Higashinaka 788
Organization of Program and General Sessions ………………………………………………………………………………………………………………………Takashi Onoda 789
Keynote Talk and Invited Talks ………………………………………………………………………………………………………………… Takamasa Iio and Yoko Nishihara 790
Open Lecture: The World Trend over AI-Related Security Technology / The Ethics Committee of the JSAI ……Arisa Ema, Katsue Nagakura, Yutaka Matsuo, Hideaki Takeda 792
Special Session KS-1: Machine Learning Systems Engineering
─ Engineering Issues in Building Machine Learning-based Systems ……………………………………………………………………… Hiroshi Maruyama and Takeo Imai 795
Special Session KS-2: JSAI Cup 2018 ……………………………………………………………………………………………………………… Hisashi Kashima, Yukino Baba 799
SpecialSessionKS-3:Our Consortium rocks the world by AI Technorogy ……………………………………………………………………………………………… Akihito Ito 800
Special Session KS-4: Incentive Design Science ……………………………………………………………………………………………………… Taiki Todo and Yuko Sakurai 801
Special Session KS-5: Innovation Acceleration by Artificial Intelligence Technologies ……………………………………………………………………… Toshikazu Fukushima 802
Special Session KS-6: Exploring Future Society Utilizing Al: Challenges in the Field of Gastronomy ……………………………………… Tomomi Nonaka and Nobutada Fujii 803
Special Session KS-7: Understanding of Machine Intelligence via the History of Physics ……………………………………………………………………… Masanori Yamada 804
Special Session KS-8: Industry Expectation to“ AI Talents” and the Reality of Educational Environment …………………………………………………………Satomi Nagata 807
Special Session KS-9: NEDO’s Challenges in Developing Artificial Intelligence Technologies
─ Towards Early Social Implementation of AI ─ ………………………… Naruki Tsujimoto, Hiroshi Katsurauma, Hideki Asoh, Akikazu Takeuchi and Koichi Hagishima 808
Organized Sessions …………………………………………………………………………………… Keiichi Zempo, Noriyuki Okumura, Yuzu Uchida and Tomoya Mizumoto 809
Interactive Session …………………………………………………………………………………… Tomoko Kojiri, Kugatsu Sadamitsu, Yoshikuni Sato and Chiaki Miyazaki 810
How Can the Latest AI Technologies Solve the Classical AI Problems? ……………………………………………………………………… Kense Todo and Mamoru Yoshizoe 811
Sponsorship, Exhibition and Industry Participation ………………………………………… Yuichi Miyamura, Hiroyasu Matsushima, Shohei Higashiyama and Masayuki Otani 812
Challenge for Realizing Early Profits …………………………………………………………………………………………………… Naoko Hayashida and Hiromi Narimatsu 813
NFC-1: Cloud Based Robot Service Platform …………………………………………………… Masahiko Narita, Yosuke Tsuchiya, Yuka Kato and Yoshihiko Murakawa 814
NFC-2: Development of Fundamental Technology for Understanding Emotions of People with Dementia and
Its Applications to Communication Support ……………………………………………………………………………………………Yoichi Takebayashi and Hideki Ueno 815
NFC-3: Product and Activity Design Support based on Event Database … Takuichi Nishimura, Kentarou Watanabe, Ken Fukuda, Satoshi Nishimura and Yoichi Motomura 816
NFC-4: 5C: Comprehending Consumers: Computing Complexity of Cultures …………………………………………………………………Yasuo Tanida and Fumiko Kano 817
Editorial for Special Issue: Evolution of AI in JSAI 2018 Organized Sessions ………………………………………………………………… Takashi Onoda and Yukio Ohsawa 818
OS-2 Comic Computing and AI ………………………………………………………………………………… Ryosuke Yamanishi, Mitsunori Matsushita and Miki Ueno 819
OS-3 Shitsukan and Kansei ……………………………………………………………………………………………………………… Maki Sakamoto and Junji Watanabe 826
OS-5 A New Ecosystem Interwoven between Human and AIs ………………………………………………………………… Hiroshi Nakagawa and Hiroshi Yamakawa 831
OS-8 Market of Data and Data Design for Cross-disciplinary Data Collaboration
─ Foundation and Application Viewed from the Organized Session ─ …………………………………………………………… Teruaki Hayashi and Yukio Ohsawa 836
OS-27 Medical Applications of Artificial Intelligence ……………………………………… Kouji Kozaki, Hiromasa Horiguchi, Takashi Okumura and Shusaku Tsumoto 843
Technical Papers
Abstract …………………………………………………………………………………………………………………………………………………………………………………… 849
Lecture Series:“Singularity and AI”（7）
Scenarios and Branch Points to Future Machine Intelligence ……………………………………………………………………………………………………………Koichi Takahashi 867
How Can Machine Intelligence Society Go Beyond Technological Singularity? …………………………………………………………………………………… Hiroshi Yamakawa 873
Series:“First-Person’s View”（8）
How Is Science to be in the Study of One and Only Expert?（2） ……………………………………………… Shinsuke Shimojo, Hitoshi Matsubara, Takeshi Ito and Masaki Suwa 880
My Bookmark
Grammatical Error Correction based on NLP ………………………………………………………………………………………………………………………… Tomoya Mizumoto 893
Global Eye（43）
Seeking Scientific Rigour in Oxford ……………………………………………………………………………………………………………………………………Rikiya Takahashi 901
Students Forum
Smart Precision Forestry; Towards the Forestry as a Highly Productive Industry ………………………………………………………………………… Kotone Tadaki, Atom Sonoda 905
Conference Reports
The 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining（KDD 2018） ……………………………………………………………… Toshihiro Kamishima 909
2018 the Joint Multi-Conference on Human-Level Artificial Intelligence（ HLAI 2018） ……………… Shoya Matsumori, Takuma Seno, Masahiko Osawa and Hiroshi Yamakawa 911
Book Review
Masaki Suwa: The Body Shapes Creative Thinking and Behaviors, pp. 240, Chikumashobo Ltd. ………………………………………………………………… Youichiro Miyake 913
Article
Cover Comment : Deep Rembrandt Dream 2 ………………………………………………………………………………………………………………………………Mika Kusakari 914
Experiential Entertainment Predicts the Future（5）
—Message from 2069— ………………………………………………………………………………………………………………………………………………Yusuke Takeuchi 916