Commentary
What I Learned from Running an AI Startup …………………………………………………………………………………………… Maki Sakamoto 133
Article
Reminiscence of Professor Shuji Doshita ………………………………………………………………………………………………… Toyoaki Nishida 134
Special Issue:“Ontology and Its Applications in Manufacturing and Construction Industries”
Editors’ Introduction to“ Ontology and Its Applications in Manufacturing and Construction Industries” ……… Shinichi Nagano and Satoshi Nishimura 135
Ontologies in the Manufacturing Domain and Their General Roles …………………………………………………………………Yoshinobu Kitamura 137
Overview of Information Model in Building and Infrastructure Industry …………………………………………………………… Yoshinobu Adachi 149
Embedded Software Development and Ontology …………Masahiko Watanabe, Ryutaro Ichise, Hiroaki Wagatsuma, Hakaru Tamukoh and Keiju Anada 155
Semantic Technology for Extracting Functional Configuration from Systems Assets …………………………… Shinichi Nagano and Eiichi Sunagawa 163
Development of Ontology for Information Integration in Care Field:
Towards Development and Introduction of Devices for Nursing Care
………………………………………………… Satoshi Nishimura, Ken Fukuda, Kentaro Watanabe, Hiroyasu Miwa and Takuichi Nishimura 170
Discussion on Ontology and Its Applications in Manufacturing and Construction Industries
…………………………………Discussants: Ryohei Orihara, Hitoshi Komoto, Ichiro Kobayashi, Yasuyuki Nishioka and Takahira Yamaguchi,
Chairperson: Shinichi Nagano 179
Special Issue:“Science and Technology in Modeling of Research for Learning Support”
Editors’ Introduction to“ Science and Technology in Modeling of Research for Learning Support” ………………Shinobu Hasegawa and Kazuhisa Seta 191
Design of Intelligent Tutoring based on Knowledge Modeling ………………………… Tomoya Horiguchi, Takahito Tomoto and Tsukasa Hirashima 192
Design of Learning Model …………………………………………………………………………………………………………… Akihiro Kashihara 201
Supporting Self-directed Learning in a Semantic Open Learning Space:
Modeling Semantics-aware Questions by Integrating Two Types of Ontologies and LODs ………………………… Kazuhisa Seta and Yuki Hayashi 208
Affective Learning and Modeling ………………………………………………………………………………Yoshimasa Tawatsuji and Tatsunori Matsui 216
The Role of Cognitive Learning Models in the Era of Machine Learning
─ Examples of ACT-R Learning Models and Implementations onto Interactive Systems ─………………………………………………Junya Morita 223
Learning Analytics and Modelling ……………………………………………………………………………………………………… Yasuhisa Tamura 234
Data Utirization in Online Education Services
─ Case Studies by the Company Operating the Online Education Service ─ ……………………………… Daichi Takehara and Akihiko Ishikawa 241
Trends of Model in Research for Learning Support in the 2010s ……………………………………………………………………… Shinobu Hasegawa 250
Article
AIUEO：From the Beginning to the End ………………………………… Yasuki Saito, Hideyuki Nakashima, Yasuhiro Katagiri and Hitoshi Matsubara 257
Lecture Series:“The Current State of Artificial Intelligence”（7）
Application: Image Understanding ………………………………………………………………………………………………………… Shin’ichi Satoh 262
Series:“AI for the Liberal Arts”（5）
AI for Shipbuilding ……………………………………………… Sho Sakurai, Dohjin Miyamoto, Masaru Hirakata, Chong Ma and Kenichi Sakaguchi 271
Special Interest Group Reports
JSAI International Symposia on AI 2019 …………………………………………………………………………… Maki Sakamoto and Naoaki Okazaki 282
Report of JSAI SigConf 2019 …………………… Hiroaki Saito, Yuko Sakurai, Yoshinobu Kitamura, Jun Sakuma, Tsuneaki Kato and Haruyasu Ueda 286
My Bookmark
Support Systems for Second Language Vocabulary Acquisition ………………………………………………………………………………… Yo Ehara 296
Global Eye（50）
Short-Term Study Abroad in France for Doctoral Students Encouraged by Surrounding People ………………………………………… Moe Matsuki 301
Students Forum（101）
［Videos］ Special Interviews of Top AI Researchers（The 100th Anniversary of the Student Forum） …………………………………………………… 305
Hiroshi Ishiguro（Yusuke Nishimura）／ Michita Imai（Masahiko Osawa）／ Jun Sakuma（Hiroshi Sakuma）／
Hiromitsu Hattori（Mamoru Yoshizoe）／ Yutaka Matsuo（Tatsuya Matsushima）／ Masayuki Yamamura（Kense Todo）／
Hiroshi Yokoi（Yuki Kuroda）
Conference Reports
Event Report: Symposium on Machine Learning and Fairness …………………………… Japan Society for Artificial Intelligence, Ethics Committee,
Japan Society for Software Science and Technology, Machine Learning Systems Engineering Group,
IEICE, Information-Based Induction Sciences and Machine Learning Group 307
The 14th International Conference on Knowledge, Information and Creativity Support Systems（KICSS 2019） ……… Truong Duy and Naoki Natori 309
Book Review
Hayato Saigo and Juuzou Noumi:“ Leading the Way to Category Theory”, pp. 280, Gijutsu-Hyohron Co., Ltd.（2019） ……………Youichiro Miyake 311
Article
Cover Comment: Inside“ Tsukuru” …………………………………………………………………………………………………………Shinya Kitaoka 313