Commentary
Looking Back on the Last 10 Years: Language, Research and Education ……………………………………… Ichiro Kobayashi 113
Special Issue:“AI and Data ─ Data Driven Decision Making and Social Innovation ─”
Editors’ Introduction to“AI and Data ─ Data Driven Decision Making and Social Innovation ─” ……………… Takashi Kido and Teruaki Hayashi 114
Transition of Mathematical Technique in Data Analytics:
Does Deep Learning Become Qin in the Warring States Period in China? ………………………………… Tomoyuki Higuchi 116
Introduction to the Machine Learning Engineering ……………………………………………… Hiroshi Maruyama and Takashi Kido 124
Next Generation AI Technology Based on Big Data in the Real-World ……………………………… Hideki Asoh and Yoichi Motomura 132
Cross-Disciplinary Data Exchange and Collaboration Using Data Jackets ……………………………… Teruaki Hayashi and Yukio Ohsawa 140
Intelligence as Data Circulation …………………………………………………………………… Kôiti Hasida 149
How to Acquire Perceptual Data That Is Easy to Learn by AI …………………………………………… Maki Sakamoto 156
Special Issue:“Recent Trends Around Deep Learning”
Editors’ Introduction to“Recent Trends Around Deep Learning” ………………………… Hiroshi Yamakawa and Takashi Shinozaki 162
Recent Advances in Super-Real-Euclidean Embedding Techniques …………………………………… Tatsuya Shirakawa 163
Trend Away from a Bottom-Up to a Top-Down …………………………… Sachiyo Arai, Shota Ishikawa, Yusuke Nakata and Yuki Kitazato 170
Recent Progress of GAN ─ Generative Adversarial Network ─ ………………………………………… Takashi Shinozaki 181
Special Issue:“AI and Society”
Editors’Introduction to“AI and Society” ………………………………………… Arisa Ema and Hirotaka Osawa 189
Cutting-Edge Artificial Intelligence Technology and Applications ………………………………………… Kense Todo 192
Investing in AI Technologies and Startups: How We Should Value Ethics as Investors? ……………………… Atom Sonoda 197
AI Technology in Next Generation ………………………………………………………………………… Tetsuya Matsui 201
Near-Term Issues and Impacts …………………………………………………………………… Toshiyuki Aoyama 205
Safety and Benefits in the Long Term …………………………………………………………… Takumi Matsui 210
The Impact of AI to the Society: Toward Beneficial AI …………………………………………… Haruka Maeda 214
Beneficial AI: Present and Future International Networking ……………………………………………Arisa Ema 218
Special Interest Group Report
Report of JSAI SigConf 2017 ……………………………… Ichiro Kobayashi, Tsuneaki Kato, Yasuharu Ueda and Kazuhiro Nakadai 223
Report of JSAI International Symposia on AI 2017 ……………………………… Sachiyo Arai, Yuiko Ohta and Kazuhiro Kojima 231
My Bookmark
Web Science ………………………………………………………………………………………… Mizuki Oka 236
Global Eye（39）
Msc and PhD …………………………………………………………………………………… Ryuta Sakemoto 240
Conference Report
IEEE BigData 2017 ………………………………………………………………………………… Masanori Takano 244
Book Review
Fujio Toriumi: Tsuyoi AI・Yowai AI Kenkyuusha Ni Kiku Jinkouchinou No Jitsuzou, pp. 274, Maruzen Publishing（2017） ………Kazuhiro Kazama 245
Kiyoshi Izumi, Masaya Saito and Kenta Yamada: Data Analysis for Multi-Agent Simulation, Korona-sha（2017） ………………Youichiro Miyake 246
Akihiko Ohsuga, Yasuyuki Tahara, Hiroyuki Nakagawa and Takahiro Kawamura:
Intelligent Software Design and Development Based on Multi-Agent Technology, Korona-sha（2017） ……………………Youichiro Miyake 247
Article
Cover Comment: SAWAMURA MIDORI …………………………………… Yoshinori Kurata and Youichiro Miyake 249
Experiential Entertainment Predicts the Future（1）
─ Message from 2069 ─ …………………………………………………………………… Yusuke Takeuchi 251
Opinion Box（2）
Roles of Academic Society and Journal ………………………………………………………………………… 254