CONTENTS
Commentary
“Sustainable” Society Management ………………………………………………………………………………… Kazunori Komatani 407
Special Issue:“Artificial Intelligence and Artificial Society Emerged from Business”
Editor’s Introduction to“ Artificial Intelligence and Artificial Society Emerged from Business” …………………… Setsuya Kurahashi 408
The Front Line of the Business Game ………………………………………………………………………………………Hiroaki Shirai 409
Collective Intelligence Mechanisms and Their Applications in Business …………………………………………… Hajime Mizuyama 417
Modeling Visitors’ Shopping-Around Behaviors in Shopping District ……………………………………………… Toshiyuki Kaneda 423
Organizational Learning and Agent-Based Approach ………………………………………………………………… Shingo Takahashi 429
Analyzing the Relationship between Corporate Activities and Financial Markets
─ Financial Decision Makings and Stakeholders ─ ……………………………………………………………… Hiroshi Takahashi 437
The Trend of Social Research Using Network Data ………………………………………… Takeshi Mitamura and Kenichi Yoshida 445
AI Business Revisited
─ Why Agent-Based Simulation ─ ……………………………………………………………………………………… Takao Terano 454
Agent-Based Modeling Environments in Social Science
─ NetLogo, Repast Simphony, Repast for High Performance Computing ─
…………………………………………………………………………… Setsuya Kurahashi, Masaki Tanaka and Gen Kobayashi 460
Special Issue:“Frontier Research on Learning Sciences and Technologies ─ My Research Topic on“ Learning”─（2nd Volume）”
Editor’s Introduction to“ Frontier Research on Learning Sciences and Technologies
─ My Research Topic on“ Learning”─（2nd Volume）” ……………………………………………………… Tatsunori Matsui 468
Support of Learning from the Others ……………………………………………………………………………………… Maomi Ueno 469
Learning Informatics as Modeling of Learning and Learning Environments
─ Towards Expressing Cognitive Process with CognitiveTools ─ ……………………………………………… Akihiro Kashihara 473
Educational Systems Based on Knowledge Based Problem Solving Systems ……………………………………… Tatsuhiro Konishi 477
Research on Learning Support System as KANSEI Informatics
─ Estimation Method for Mental States of Learner ─ …………………………………………………………… Tatsunori Matsui 481
Empirical Research Methods for the Sciences of Learning ………………………………………………………………Noboru Matsuda 486
Virtual Learning Environment Based on Tablet PC and Haptic Device …………………………………………… Yukihiro Matsubara 490
Learning Support Based on Experience in Virtual Environment ……………………………………………………… Masaru Okamoto 494
Studies on Supporting English Composition Using Natural Language Processing Technologies ………………… Hidenobu Kunichika 496
Understanding of and Support for Learning by and of Production ……………………………………………………… Kazuaki Kojima 498
Building Intelligent Support Systems for Training Learning Skills ………………………………………………………Kazuhisa Seta 500
A Study on Framework of Collaborative Learning Support with Multiple Tutors and Supporters ……………………… Ryo Takaoka 502
Digital Textbook and Educational Big Data Acquisition …………………………………………………………………YasuhisaTamura 504
Externalization and Error-Visualization for Construction of Knowledge Structure ………………………………… Takahito Tomoto 506
Study of Collaborative Learning Using Embodied Agents …………………………………………………………………Yugo Hayashi 508
“Language”for Sharing Strategies of Learning and Instruction ……………………………………………………… Yusuke Hayashi 511
The Learning Sciences and Learning Engineering Lead to the Educational Innovation ………………………… Hiroyuki Masukawa 513
A Tool for Thinking Training with Questions ……………………………………………… Noriyuki Matsuda and Makoto Kyougoku 515
What Can We Do to Boost ICT-Based Disaster Education? ……………………………………………………… Hiroyuki Mitsuhara 517
Learning Analytics Based on Big Data and Artificial Intelligence …………………………………………………………… Ryuji Mine 519
Bridging Higher Education Research and Learning Technology …………………………………………………… Masayuki Murakami 521
Mining Treasures from Practical Studies ………………………………………………………………………………Atsushi Yoshikawa 523
Lecture Series:“ Emerging Innovation over Network”（2）
On the Way to Physical Ethology …………………………………………………………………………………… Toshiyuki Nakagaki 525
Fascinated by Systems’ Research
─ From Distributed OS to Ubiquitous Computing Systems ─ …………………………………………………… Hideyuki Tokuda 532
Short-short stories（17）
No. 33 …………………………………………………………………………… Story: Fumio Takano and Illustration: Shuko Fujiomi 539
No. 34 …………………………………………………………………………… Story: Koji Mishima and Illustration: Shuko Fujiomi 542
My Bookmark
Complex Network …………………………………………………………………………………………………………… Shohei Usui 545
Published Bimonthly by the Japanese Society for Artificial Intelligence
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