Commentary
Behold! The Remarkable Progress of AI Over the Past 30 Years ……………………………………………………………………………Sachiyo Arai 257
Special Issue:“Artificial Intelligence and Human Resource”
Editors’ Introduction to“Artificial Intelligence and Human Resource” ……………………………………… Ken-ichi Fukui and Masayuki Ashikawa 258
Education Program for AI Human Resource Development:Discussion at Strategic Council for AI Technology ……………………………Yasushi Yagi 259
Transition of HR Tech ……………………………………………………………………………………………… Takashi Iwamoto and Yukihiro Ikemi 265
Takashi Iwamoto × Yukihiro Ikemi Interview
─ Conventional HR Tech and HR Tech from 2018 ─ …………………………………… Takashi Iwamoto, Yukihiro Ikemi and Mitsuhiro Nashida 273
Personalized Work Style Adviser for Behavior Change ………………………………………………… Satomi Tsuji, Nobuo Sato and Miki Hayakawa 277
Senior Cloud: Facilitating Elderly Social Engagement by Using Cloud-Based Technologies ……………… Michitaka Hirose and Masatomo Kobayashi 283
How to Work and Live in AI Era
─ Through the Voice of the Workplace ─ …………………………………………………………………………………………… Takanori Fujino 290
Special Issue:“Commonsense”
Editors’ Introduction to“Commonsense” ……………………………………………………… Shinya Kiriyama, Yotaro Watanabe and Hirotoshi Taira 296
AI Research Based on Commonsense Knowledge ……………………………………………………………………………………… Shinya Kiriyama 298
Suitcase-Words, Goals, Emotions, and Multiple Commonsense Thinking Models
─ Interior Grounding Based on the Computer Science and Technology for Human Cognitive Disorder ─
…………………………………………………………………………………………………………… Shogo Ishikawa and Yoichi Takebayashi 307
Commonsense Knowledge of the Child ………………………………………………………… Yoshiko Sawai, Shogo Ishikawa and Shinya Kiriyama 316
Big Data and Commonsense ……………………………………………………………………………………………… Ko Ishiyama and Yutaka Sakane 322
Constructing Resourceful Commonsense Systems ………………………………………………………………………………………… Heikki Ruuska 330
Knowledge Acquisition from Natural Language Texts and Its Application to Natural Language Processing ………………………………… Naoya Inoue 337
When AI Gets Commonsense ……………………………………………………………………………………………………… Hideyuki Nakashima 345
Lecture Series:“Singularity and AI”(5)
Multiple AGIs ………………………………………………………………………………………………………………………… Hiroshi Nakagawa 351
Series:“First-Person’s View”(5)
Empathize with a Philosophy of Architectural Design(1) …………………………………… Haruyuki Fujii, Yoshiharu Tsukamoto and Masaki Suwa 357
My Bookmark
Interpretability in Machine Learning ………………………………………………………………………………………………………… Satoshi Hara 366
Global Eye(40)
Public-Private Partnership Helping Study Abroad on Artificial Intelligence …………………………………… Hiroshi Sakuma and Chikara Funabashi 370
Students Forum
From Physics to Machine Learning and Artificial Intelligence …………………………………………………… Naoya Takeishi and Hiroshi Sakuma 374
Conference Report
The Thirty-first Annual Conference on Neural Information Processing Systems(NIPS 2017)
…………………………………………………………………………………………… Junpei Komiyama, Yohei Kikuta and Norisada Masui 377
Book Review
Koichi Shinoda: Speech Recognition, pp. 176,Kodansha(2017) ……………………………………………………………………Youichiro Miyake 381
Article
Cover Comment: yoshitoshi ABe ……………………………………………………………………………………yoshitoshi ABe and Youichiro Miyake 382
Experiential Entertainment Predicts the Future(2)
—Message from 2069— ……………………………………………………………………………………………………………… Yusuke Takeuchi 384
Opinion Box(3)
Roles of Academic Society and Journal …………………………………………………………………………………………………………………… 387