Artificial Intelligence Vol. 33 No.1 (Jan. 2018)


Commentary
Interaction with Next Generation AI Researchers ……………………………………………………Ryohei Orihara 1

Article
Cover Comment: UME ………………………………………………………………… UME and Youichiro Miyake 2
Experiential Entertainment and Artificial Intelligence
─ How to Slove the Missions in 2017 ─ ………………………………………………………………… Yusuke Takeuchi 4

Special Issue:“Computing Resources for AI”
Editors’ Introduction to“Computing Resources for AI” …………………………… Satoshi Ueno, Koichi Takahashi and Hidemoto Nakada 5
Construction of Cloud Infrastructure for AI and Big Data Processing
─ AIST AI Cloud(AAIC) and AI Bridging Cloud Infrastructure(ABCI)─ ……………………………… Hirotaka Ogawa 8
Utilizing Public Cloud Services for Artificial Intelligence / Machine Learning Research and Applications ……………………………Hidemoto Nakada 15
Deep Learning Chips and AI Computing …………………………………………… Hiroshi Momose and Tetsuya Asai 23
A Trand of the Deep Learning Research and Development for an FPGA …………………………… Hiroki Nakahara 31
Brain-like Analog Computing and Dedicated Integrated Circuits ……………………………………… Takashi Morie 39
A Data Management Infrastructure for Intelligent Systems
…………………Antonello Ceravola, Frank Joublin, Heiko Wersing, Stephan Hasler, Behzad Dariush and Yi-Ting Chen 45

Special Issue:“Introduction to Special Issue on JSAI Incentive Award 2016”
Editors’ Introduction to“Introduction to Special Issue on JSAI Incentive Award 2016” …………………………… Toshikazu Fukushima 55
FPAI: Applying Permutation Decision Diagrams to Cycle Type Partition on a Permutation Set
…………………………………… Yuma Inoue and Shin-ichi Minato 57
FPAI: A CSP Approach for Laboratory Assignment Problems with Partial Order on Student’s Preference
…………………………………… Tatsuki Fujii, Yasunobu Itou and Hidetomo Nabesima 58
KBS: Proposition of Kernelized Evolutionary Distance Metric Learning for Semi-supervised Clustering
……………………………………Kalintha Wasin, Satoshi Ono, Masayuki Numao and Ken-ichi Fukui 60
SLUD: Modeling of Intention in Discussion and Prototyping of Interactive Minutes Generation System while
Repeatedly Question-Answering …………………………………… Hiroya Miura, Yoshinari Takagawa and Keiji Hirata 62
ALST: Development and Evaluation of Exercises System of a Three-way Logic Assembly Activities using the Triangle Logic Model
……………………………Takuya Kitamura, Hironari Hase, Kazushige Maeda, Yusuke Hayashi and Tsukasa Hirashima 63
Challenge: Controlling Actions with Pruning in RoboCup Soccer ………………… Sho Tanaka, Tomoharu Nakashima and Hidehisa Akiyama 65
LSE: Evaluation of a Topic-Sensitive Dialog System Integrated with Pun Humor ……………… Motoki Yatsu and Kenji Araki 67
LSE: Study of a Serious Game for Learning Communication with Autism Including Miscomprehension of Nuance
………………………………………………………………Keigo Yabuki and Kaoru Sumi 68
SAI: Analysis and Visualization of ID-POS Data How Purchasing Behavior Changes along with Annual Seasons
……………………………………………Nami Harada, Kazuya Yamashita and Yoichi Motomura 69
FIN: Artificial Intelligence Predictor for Multivariate Time Series with Deep-learning and Wavelet Analysis…………………Takashi Shiono 71
KST: Methodology for Knowledge Acquisition of Various Aged Care Process from Each Care Facility
………………………………………… Satoshi Nishimura, Hiroshi Ohtani, Naoto Hatakeyama, Kieko Hasebe, Ken Fukuda,
Yoshinobu Kitamura, Riichiro Mizouchi and Takuichi Nishimura 72
KSN: Consideration of Global Communication Process through Enterprise Portal
………………………………………………… Yoshimasa Masuda, Shuichiro Yamamoto and Seiko Shirasaka 74
SWO: Predicting Relations of Embedded RDF Entities by Deep Neural Network
…………………………… Yohei Onuki, Shun Nukui, Tsuyoshi Murata, Seiya Inagi, Xule Qiu, Hiroshi Okamoto and Masao Watanabe 75
DOCMAS: Agent-based Modeling and Simulation of Public Transport Vehicles based on Probe-Car Data
……………………………………………… Hiroaki Kingetsu and Hiromitsu Hattori 77
BI: Simulation on the Effect of Financial Regulation on Stability of Financial System and Financial Institution Behavior
………………………………… Takamasa Kikuchi, Masaaki Kunigami, Takashi Yamada, Hiroshi Takahashi and Takao Terano 79
AIMED: Cerebral Aneurysm Occurrence Prediction by Morphometric Analysis of the Willis Ring
…………… Marin Yasugi, Belayat M. Hossain, Hironobu Shibutani, Tamotsu Nomura, Manabu Nii, Masakazu Morimoto and Syoji Kobashi 81
AM: Related Term Suggestion using Cooking Recipe Document Structure and Its Application to Interactive Query Expansion
…………………………………… Michiko Yasukawa 82
AGI: Qualitative Description for Brain Function Generating Negative Emotion against Facial Expression of Humanlike Agent
…………………………………… Tawatsuji Yoshimasa and Matsui Tatsunori 84

Special Issue:“New Trends of Researches for Doctorial Theses”
Editors’Introduction to“New Trends of Researches for Doctorial Theses” …………………………………………………………Tomonobu Ozaki, Hidenori Kawamura and Hiroyuki Shindo 86
Fundamentals of AI 87 / Machine Learning and Data Mining 88 / Knowledge Use and Sharing 88 / Web Intelligence 89 /
Semantic Web and Natural Language Processing 90 / Soft Computing 90 / Natural Language Processing 91 /
Human Interface and Computer – Supported Systems 91 / AI Applications 92

Special Issue:“Intelligent Dialogue Systems”
Editors’Introduction to“Intelligent Dialogue Systems” ……………………………… Ryuichiro Higashinaka and Shogo Okada 93

Lecture Series:“Singularity and AI”(4)
AI Will Accelerate Exponentially But Singularity Is Not Near …………………………………… Hideyuki Nakashima 95

My Bookmark
Food Information Processing …………………………………………………………… Jun Harashima 98

Opinion Box
Opinion Box for Reader-Editor Interaction …………………………… Hirotaka Osawa, Naho Orita and Kouichi Takahashi 102