Artificial Intelligence Vol. 31 No.2 (mar. 2016)

CONTENTS

Commentary
Intelligence for Doing Ordinary Things Appropriately in Everyday Life ……………………………………Mihoko Otake 167

Special Issue:“Research Frontiers in Neural Network”
Editor’s Introduction to“ Research Frontiers in Neural Network” ………………………………………… Naoaki Okazaki 168
Research Trend in Deep Learning for Visual Recognition
 ─ Advances of Convolutional Neural Networks and Their Use ─ ………………………………… Takayuki Okatani 169
Speech Recognition with Deep Neural Net:
 After Its First Introduction ………………………………………………………………………………… Yotaro Kubo 180
Frontiers in Distributed Representations for Natural Language Processing ……………………………… Naoaki Okazaki 189
Advances in Structured Learning by Neural Networks …………………………………………………… Taro Watanabe 202
Robotics and Deep Learning …………………………………………………………………………………… Tetsuya Ogata 210
Implementing Neural Networks
 ─ Structure of Deep Learning Frameworks and Design Concept of Chainer ─ …………………………… Seiya Tokui 216

Special Issue:“Benchmarks in AI Research: Standard Problems, Data Sets, Evaluation Methods”
Editor’s Introduction to“ Benchmarks in AI Research: Standard Problems, Data Sets, Evaluation Methods”
………………………………………………………………………………………………………… Kosuke Shinoda 223
Humans’Subjective Evaluation in Human-Agent Interaction(HAI) …………………………………… Tatsuya Nomura 224
RoboCup@Home
 ─ A Benchmark Test for Human Support Robots ─ …………………………………………………… Komei Sugiura 230
ANAC: Automated Negotiating Agent Competition ……………………Katsuhide Fujita, Akiyuki Mori and Takayuki Ito 237
Current and Future Directions in Machine Learning Competitions …………………………………………… Yukino Baba 248
Shared Use of Data Sets as Resources for Informatics Research ……………………… Keizo Oyama and Tomoko Ohsuga 254
Open Data for Open Science …………………………………………………………Hitoshi Koshiba and Kazuhiro Hayashi 262
Benchmark Test and Research Strategy in NLP
 ─ Discussion Based on the Experience of Error Analysis Workshop ─ ……………………………… Satoshi Sekine 269

Article
The Day AI Win the Nobel Prize and the Future of Humanity
 ─ An Ultimate Grand Challenge in AI and Scientific Discovery ─ …………………………………… Hiroaki Kitano 275

Lecture Series:“ Emerging Innovation over Network”(6)
When Research Networks Become Connected ………………………………………………………………… Takao Terano 287

Special Interest Group Report
Report of JSAI SigConf 2015 ………………………………… Kiyoshi Izumi, kazuhiro Nakadai and Horoshi Yamakawa 299

Short-short stories(20)
No. 39 ………………………………………………………………… Story: Jouji Hayashi and Illustration: Kow Yokoyama 305
No. 40 ……………………………………………………………… Story: Yu Yamaguchi and Illustration: Kow Yokoyama 308

My Bookmark
Computational Cognitive Science ………………………………………………………………………… Tatsuji Takahashi 311

Wed, February 17 2016 » トピックス, 学会誌