{"id":1008829,"date":"2018-09-03T10:37:40","date_gmt":"2018-09-03T01:37:40","guid":{"rendered":"http:\/\/www.ai-gakkai.or.jp\/en\/?p=1008829"},"modified":"2021-05-18T17:50:59","modified_gmt":"2021-05-18T08:50:59","slug":"vol33_no5","status":"publish","type":"page","link":"https:\/\/www.ai-gakkai.or.jp\/en\/published_books\/journals_of_jsai\/past_journals\/in2018\/vol33_no5\/","title":{"rendered":"[Journal]Artificial Intelligence Vol. 33 No.5 (Sep. 2018)"},"content":{"rendered":"<p><strong>Commentary<\/strong><br \/>\nExpectations for Ethics Committee of JSAI \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 Yutaka Matsuo 543<\/p>\n<p><strong>Special Issue:\u201cIntelligent Information Processing based on Mathematical and Physical Architecture in Nature\u201d<\/strong><br \/>\nEditors\u2019 Introduction to\u201cIntelligent Information Processing based on Mathematical and Physical Architecture in Nature\u201d<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\u2026Hirokazu Hori, Makoto Naruse and Ryutaro Ichise 544<br \/>\nNatural Intelligence: Concepts and Constructions \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 Hirokazu Hori 545<br \/>\nNatural Intelligence and Category Theory \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 Hayato Saigo 553<br \/>\nAmoeba-inspired Computing Paradigm for Bridging the Gap between Cyber and Physical Spaces \u2026\u2026Masashi Aono, Yusei Kujirai and Hiroki Nozaki 561<br \/>\nExploiting the Dynamics of Soft Materials as Information Processing Device \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Kohei Nakajima 570<br \/>\nProgress in Optical Reservoir 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\u2026\u2026\u2026 Kazutaka Kanno and Atsushi Uchida 577<br \/>\nCombinatorial Optimization with a Network of Optical Oscillators \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 Takahiro Inagaki 586<br \/>\nDecision Making by Photonics<br \/>\n\u3000\u2500 Solving Multi-armed Bandit Problems by Photons \u2500 \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Makoto Naruse, Atsushi Uchida and Serge Huant 592<br \/>\nPhysical Implementation of Natural Intelligence in Colloidal Particle Systems \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026Toshiharu Saiki 600<\/p>\n<p><strong>Special Issue:\u201cIntroduction to Special Issue on JSAI Incentive Award 2017\u201d<\/strong><br \/>\nEditors\u2019 Introduction to\u201cIntroduction to Special Issue on JSAI Incentive Award 2017\u201d \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Haruyasu Ueda and Ichiro Kobayashi 608<br \/>\nFPAI: Efficient Construction of Decision Diagrams Representing the Set of All Parse Trees of a Context-free Grammar<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 Kei Amii, Masaaki Nishino and Akihiro Yamamoto 609<br \/>\nFPAI: Tensor Decomposition via Legendre Transformation \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Mahito Sugiyama, Hiroyuki Nakahara and Koji Tsuda 610<br \/>\nKBS: Fast Extraction of Minimal Generators from Closed Itemsets to Improve Negative Association Rule Mining<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 Kento Yajima, Koji Iwanuma and Yoshitaka Yamamoto 612<br \/>\nSLUD: Real-time Engagement Recognition by a Latent Character Model<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Koji Inoue, Divesh Lala, Pierrick Milhorat, Katsuya Takanashi and Tatsuya Kawahara 614<br \/>\nSLUD: Potential of Incomplete Utterance: Attracting Hearer in Human-Robot Interaction \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Yusaku Nishiwaki and Michio Okada 616<br \/>\nALST: Integrated Platform to Support CSCL Systems Life-cycle \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Aoi Sugimoto, Yuki Hayashi and Kazuhisa Seta 617<br \/>\nChallenge: DNN Based Pitch Estimation Using Microphone Array \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Jani Even, Carlos Toshinori Ishi and Hiroshi Ishiguro 619<br \/>\nFIN: BOJ Monetary Policy Analysis Based on the Facial Expression Analysis of the BOJ Governor \u2026\u2026\u2026\u2026\u2026 Yoshiyuki Suimon and Daichi Isami 620<br \/>\nKST: Visualization of Workers\u2019 Actual Achievements by Using IoT and End-user Development \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026Yoshiyuki Furukawa 621<br \/>\nSWO: Building Wikipedia Ontology with Semi-Structured Information Resources \u2026\u2026\u2026 Tokio Kawakami, Takeshi Morita and Takahira Yamaguchi 622<br \/>\nDOCMAS: A Model for Selection of Attractions in Theme Park and Estimation of Model Parameters<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\u2026Hitoshi Shimizu, Tatsushi Matsubayashi, Futoshi Naya and Hiroshi Sawada 623<br \/>\nBI: Evaluation of Signage Systems Considering Pedestrian Agents\u2019 View in Large- Scale Facilities Such as Airport Passenger Terminals<br \/>\n\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Eriko Shimada, Shohei Yamane, Kotaro Ohori, Hiroaki Yamada and Shingo Takahashi 625<br \/>\nAGI: Code Division Multiple Acquisition \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Katsuto Sato, Hiroaki Akutsu and Yuki Kondoh 627<\/p>\n<p><strong>Special Issue:\u201cTop Conference Reports: NIPS and AI Trends\u201d<\/strong><br \/>\nOverview of the NIPS 2017 Conference \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Junpei Komiyama, Yohei Kikuta and Norisada Masui 628<br \/>\nRecent Progress in Deep Learning Interesting Topics in NIPS 2017 \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\u2026Yohei Kikuta 632<br \/>\nMachine Learning for Decision Making \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\u2026Junpei Komiyama 637<br \/>\nInterpretability of Machine Learning \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 Norisada Masui 641<\/p>\n<p><strong>Lecture Series:\u201cSingularity and AI\u201d\uff086\uff09<\/strong><br \/>\nAI and Otherness in Science Fiction Films: A.I. Artificial Intelligence, CHAPPiE, Her, and Ex Machina \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Kumiko Mizobuchi 645<\/p>\n<p><strong>Series:\u201cFirst-Person\u2019s View\u201d\uff087\uff09<\/strong><br \/>\nHow Is Science to be in the Study of One and Only Expert?\uff081\uff09 \u2026\u2026\u2026\u2026\u2026\u2026 Shinsuke Shimojo, Hitoshi Matsubara, Takeshi Ito and Masaki Suwa 653<\/p>\n<p><strong>My Bookmark<\/strong><br \/>\nReal Estate and Artificial Intelligence \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 Yoji Kiyota 662<\/p>\n<p><strong>Global Eye\uff0842\uff09<\/strong><br \/>\nA Short-term Research Visit at UMass Amherst \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 Kyohei Atarashi 669<\/p>\n<p><strong>Students Forum<\/strong><br \/>\nJIZAI Body, a Guideline for Young Scientists, and the Future of Information Processing \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Hiroshi Sakuma and Yusuke Nishimura 672<\/p>\n<p><strong>Book Review<\/strong><br \/>\nSatoshi Kurihara, et al., AIX Supervised: AI and Society: Forsee the Future in 2025, pp. 256, Ohmsha, Ltd.\uff082018\uff09<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\u2026\u2026\u2026\u2026Youichiro Miyake 677<\/p>\n<p><strong>Article<\/strong><br \/>\nHow Engineers and Society Utilize Imagination of Science Fiction?<br \/>\n\u3000\u2500 Report of Hal-con 2018 AI and SF Session \u2500 \u2026\u2026\u2026Satoshi Hase, Shingo Fujisaki, Hiroshi Yamakawa, Dohjin Miyamoto and Hirotaka Osawa 679<br \/>\nCover Comment : Amadeus in STEINS;GATE \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Chiyomaru Shikura and Youichiro Miyake 691<br \/>\nExperiential Entertainment Predicts the Future\uff084\uff09<br \/>\n\u3000\u2014Message from 2069\u2014 \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 Yusuke Takeuchi 693<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Commentary Expectations for Ethics Committee of JSAI \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 Yutaka Matsuo 543 Special Issue:\u201cIntelligent Information Processing based on Mathematical and Physical Architecture in Nature\u201d Editors\u2019 Introduction to\u201cIntelligent Information Processing based on Mathematical and Physical Architecture in Nature\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\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026Hirokazu Hori, Makoto Naruse and Ryutaro Ichise 544 Natural Intelligence: Concepts and Constructions \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 Hirokazu Hori 545 Natural Intelligence and Category Theory \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 Hayato Saigo 553 Amoeba-inspired Computing Paradigm for Bridging the Gap between Cyber and Physical Spaces \u2026\u2026Masashi Aono, Yusei Kujirai and Hiroki Nozaki 561 Exploiting the Dynamics of Soft Materials as Information Processing Device \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 Kohei Nakajima 570 Progress in Optical Reservoir 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\u2026\u2026\u2026 Kazutaka Kanno and Atsushi Uchida 577 Combinatorial Optimization 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