[Jounal]Artificial Intelligence Vol. 34 No.4 (July. 2019)


Commentary
For Making AI Pervasive in the World …………………………………………………………………………………………Takayuki Yoshizumi 435

Special Issue:“Language Generation with Deep Learning”
Editor’s Introduction to“ Language Generation with Deep Learning” …………………………………………………………… Nobuhiro Kaji 436
Advances of Neural Machine Translation
 ─ Evolution of Sequence-to-Sequence Models and Their Applications ─ …………………………………………………… Katsuhito Sudoh 437
Automatic Summarization with Deep Learning ……………………………………………………………………………… Hitoshi Nishikawa 446
Neural Paraphrase Generation for NLP for Education ……………………………………………… Mamoru Komachi and Tomoyuki Kajiwara 451
Application of Deep Learning to Dialogue Systems ………………………………………………… Ryuichiro Higashinaka and Ryo Masumura 460
Generation and Selection of Haiku Poems Using Deep Learning ………… Soichiro Yokoyama, Tomohisa Yamashita and Hidenori Kawamura 467
Automatic Generation of Commentary for Shogi Game Records ………………………………………… Hirotaka Kameko and Shinsuke Mori 475
Language Generation from Images ………………………………………………………………………………………………Yoshitaka Ushiku 483

Special Issue:“Sports Competition and AI”
Editorial“Sports Competition and AI” …………………………………………………………………………Chihiro Shimizu and Yoji Kiyota 492
Image Sensing Technologies in Artificial Intelligence for Sports ……………………………………………………………… Yoshmitsu Aoki 497
Human, Sports, and RoboCup ………………………………………………………………………………… Itsuki Noda and Hidehisa Akiyama 503
Towards Detection of Collective Plays and Their Quantification in Soccer …………………… Yuta Arai, Hiroshi Iyetomi and Chihiro SHimizu 511
How Can We Automatically Recognize Collective Behaviors from Tracking Data of Football?:
 An Approach from Encoding Behaviors …………………………………………………………………………………………Hiroyasu Inoue 517
Understanding and Shaping the Athlete’s Brain ……………………………………………………………………………………Makio Kashino 525
AI Technologies in 3D Sensing and Element Recognition for Gymnastics’ Judging Support System
………………………………………………………………………… Yuzi Kanazawa, Shoichi Masui, Akihiko Yabuki and Kazuo Sasaki 531
The Outline of Sports Data and the Possibility of Using AI …………………………………………………………………………… Kenta Kato 539
Generating Defensive Plays in Basketball Games
……………………………… Chieh-Yu Chen, Wen-Ze Lai, Hsin-Ying Hsieh, Wen-Hao Zheng, Yu-Shuen Wang and Jung-Hong Chuang
Translation: Yoji Kiyota 545

Lecture Series:“The Current State of Artificial Intelligence”(3)
Knowledge Representation
 ─ Ontology and Knowledge Graph ─ …………………………………………………… Ryutaro Ichise, Kouji Kozaki and Shinichi Nagano 556

Series:“AI for the Liberal Arts”(2)
AI Map Beta ………………………………………………………………………………………Sho Sakurai, Toshinori Sato and Fujio Tsutsumi 566

My Bookmark
Explainable AI …………………………………………………………………………………………………………………………Satoshi Hara 577

Global Eye(47)
Report on Research Stay in Santiago de Chile ……………………………………………………………………………… Megumi Yanagiwara 583

Students Forum(98)
Interview with Dr. Masataka Watanabe“ Uploading Human Consciousness into a Machine” …………… Tatsuya Matsushima and Kense Todo 587

Book Review
Toshio Inui: What is Feeling? : Brain Mechanisms of Feeling and Feeling Disorders Revealed by the Free Energy Principle,
210 pp., Minerva Publishing Co., Ltd.(2018) ………………………………………………………………………… Youichiro Miyake 591

Article
Cover Comment : The Future after 10 Years from“ Summer Wars” ……………Yuichiro Saito, Yuya Machida, Kiyoyuki Amano, Akiko Shirai
Interviewer: Youichiro Miyake, Composition: Takako Ouchi 592