[Jounal]Artificial Intelligence Vol. 33 No.5 (Sep. 2018)


Commentary
Expectations for Ethics Committee of JSAI ………………………………………………………………………………………………… Yutaka Matsuo 543

Special Issue:“Intelligent Information Processing based on Mathematical and Physical Architecture in Nature”
Editors’ Introduction to“Intelligent Information Processing based on Mathematical and Physical Architecture in Nature”
…………………………………………………………………………………………………Hirokazu Hori, Makoto Naruse and Ryutaro Ichise 544
Natural Intelligence: Concepts and Constructions ………………………………………………………………………………………… Hirokazu Hori 545
Natural Intelligence and Category Theory ………………………………………………………………………………………………… Hayato Saigo 553
Amoeba-inspired Computing Paradigm for Bridging the Gap between Cyber and Physical Spaces ……Masashi Aono, Yusei Kujirai and Hiroki Nozaki 561
Exploiting the Dynamics of Soft Materials as Information Processing Device ………………………………………………………… Kohei Nakajima 570
Progress in Optical Reservoir Computing ………………………………………………………………………… Kazutaka Kanno and Atsushi Uchida 577
Combinatorial Optimization with a Network of Optical Oscillators …………………………………………………………………… Takahiro Inagaki 586
Decision Making by Photonics
 ─ Solving Multi-armed Bandit Problems by Photons ─ ………………………………………… Makoto Naruse, Atsushi Uchida and Serge Huant 592
Physical Implementation of Natural Intelligence in Colloidal Particle Systems ……………………………………………………………Toshiharu Saiki 600

Special Issue:“Introduction to Special Issue on JSAI Incentive Award 2017”
Editors’ Introduction to“Introduction to Special Issue on JSAI Incentive Award 2017” ………………………… Haruyasu Ueda and Ichiro Kobayashi 608
FPAI: Efficient Construction of Decision Diagrams Representing the Set of All Parse Trees of a Context-free Grammar
……………………………………………………………………………………………… Kei Amii, Masaaki Nishino and Akihiro Yamamoto 609
FPAI: Tensor Decomposition via Legendre Transformation …………………………………… Mahito Sugiyama, Hiroyuki Nakahara and Koji Tsuda 610
KBS: Fast Extraction of Minimal Generators from Closed Itemsets to Improve Negative Association Rule Mining
…………………………………………………………………………………………… Kento Yajima, Koji Iwanuma and Yoshitaka Yamamoto 612
SLUD: Real-time Engagement Recognition by a Latent Character Model
………………………………………………………… Koji Inoue, Divesh Lala, Pierrick Milhorat, Katsuya Takanashi and Tatsuya Kawahara 614
SLUD: Potential of Incomplete Utterance: Attracting Hearer in Human-Robot Interaction ……………………… Yusaku Nishiwaki and Michio Okada 616
ALST: Integrated Platform to Support CSCL Systems Life-cycle ……………………………………… Aoi Sugimoto, Yuki Hayashi and Kazuhisa Seta 617
Challenge: DNN Based Pitch Estimation Using Microphone Array …………………………… Jani Even, Carlos Toshinori Ishi and Hiroshi Ishiguro 619
FIN: BOJ Monetary Policy Analysis Based on the Facial Expression Analysis of the BOJ Governor …………… Yoshiyuki Suimon and Daichi Isami 620
KST: Visualization of Workers’ Actual Achievements by Using IoT and End-user Development ……………………………………Yoshiyuki Furukawa 621
SWO: Building Wikipedia Ontology with Semi-Structured Information Resources ……… Tokio Kawakami, Takeshi Morita and Takahira Yamaguchi 622
DOCMAS: A Model for Selection of Attractions in Theme Park and Estimation of Model Parameters
………………………………………………………………………Hitoshi Shimizu, Tatsushi Matsubayashi, Futoshi Naya and Hiroshi Sawada 623
BI: Evaluation of Signage Systems Considering Pedestrian Agents’ View in Large- Scale Facilities Such as Airport Passenger Terminals
………………………………………………………… Eriko Shimada, Shohei Yamane, Kotaro Ohori, Hiroaki Yamada and Shingo Takahashi 625
AGI: Code Division Multiple Acquisition ……………………………………………………………… Katsuto Sato, Hiroaki Akutsu and Yuki Kondoh 627

Special Issue:“Top Conference Reports: NIPS and AI Trends”
Overview of the NIPS 2017 Conference ………………………………………………………… Junpei Komiyama, Yohei Kikuta and Norisada Masui 628
Recent Progress in Deep Learning Interesting Topics in NIPS 2017 …………………………………………………………………………Yohei Kikuta 632
Machine Learning for Decision Making …………………………………………………………………………………………………Junpei Komiyama 637
Interpretability of Machine Learning …………………………………………………………………………………………………… Norisada Masui 641

Lecture Series:“Singularity and AI”(6)
AI and Otherness in Science Fiction Films: A.I. Artificial Intelligence, CHAPPiE, Her, and Ex Machina ………………………… Kumiko Mizobuchi 645

Series:“First-Person’s View”(7)
How Is Science to be in the Study of One and Only Expert?(1) ……………… Shinsuke Shimojo, Hitoshi Matsubara, Takeshi Ito and Masaki Suwa 653

My Bookmark
Real Estate and Artificial Intelligence ………………………………………………………………………………………………………… Yoji Kiyota 662

Global Eye(42)
A Short-term Research Visit at UMass Amherst ………………………………………………………………………………………… Kyohei Atarashi 669

Students Forum
JIZAI Body, a Guideline for Young Scientists, and the Future of Information Processing ……………………… Hiroshi Sakuma and Yusuke Nishimura 672

Book Review
Satoshi Kurihara, et al., AIX Supervised: AI and Society: Forsee the Future in 2025, pp. 256, Ohmsha, Ltd.(2018)
……………………………………………………………………………………………………………………………………Youichiro Miyake 677

Article
How Engineers and Society Utilize Imagination of Science Fiction?
 ─ Report of Hal-con 2018 AI and SF Session ─ ………Satoshi Hase, Shingo Fujisaki, Hiroshi Yamakawa, Dohjin Miyamoto and Hirotaka Osawa 679
Cover Comment : Amadeus in STEINS;GATE ……………………………………………………………… Chiyomaru Shikura and Youichiro Miyake 691
Experiential Entertainment Predicts the Future(4)
 —Message from 2069— ……………………………………………………………………………………………………………… Yusuke Takeuchi 693