Commentary
JSAI’s Special Interest Groups …………………………………………………………………………………………………………………………………………… Hiroaki Saito 601
Special Issue:“Special Interest Groups of JSAI”
Editors’ Introduction to“ Special Interest Groups of JSAI” ………………………………………………………… Hiroaki Saito, Yuko Sakurai, Haruyasu Ueda and Tsuneaki Kato 602
Special Interest Group on Fundamental Problems in Artificial Intelligence ………………………………………………………………………………………… Ichigaku Takigawa 603
Special Interest Group on Knowledge-Based Systems: Recent Trends ………………………………………………………………………… Tomonobu Ozaki and Kosuke Takano 612
SIG-CCI: Meetup between AI Researchers and Citizens for Co-creating Wisdom to Address Regional Issues
……………………………………………………………………………… Shun Shiramatsu, Takayuki Ito, Naoki Fukuta, Ryoji Horita, Minoru Mitsui and Katsuhide Fujita 616
Special Interest Group on Measurement Informatics ……………………………………………………………………………………………… Takashi Washio and Masato Okada 622
Special Interest Group on Spoken Language Understanding and Dialogue Processing Interdisciplinary Forum for Dialogue Research ………………………………… Mikio Nakano 625
SIG-KLS ─ Studies on Embodied Knowledge: Issues, Methodologies and Domains
…………………………………… Yuta Ogai, Mihoko Otake, Kentaro Kodama, Daichi Shimizu, Masaki Suwa, Ken Hashizume, Yoshifusa Matsuura and Koichi Matsuda 629
JSAI SIG on AI Challenge …………………………………………………………………Noriaki Mitsunaga, Wataru Uemura, Reiji Suzuki, Kotaro Hoshiba and Kazuhiro Nakadai 635
AGI: Artificial General Intelligence …………………………………………………………………………… Hiroshi Yamakawa, Ryutaro Ichise, Satoru Shimada and Rafal Rzepka 639
AIMED: SIG for Artificial Intelligence in MEDicine ………………………………………………………………………………… Shusaku Tsumoto, Ikuko Yairi and Kouji Kozaki 644
Advanced Learning Sciences and Technologies …………………………………………………………………………………………………………………………… Kazuhisa Seta 648
Special Issue:“Introduction to Special Issue on JSAI Incentive Award 2018”
Editors’ Introduction to“ Introduction to Special Issue on JSAI Incentive Award 2018” …………………………… Hiroaki Saito, Yuko Sakurai, Haruyasu Ueda and Tsuneaki Kato 654
FPAI: Constained Clustering via Nearest Neighbor Search and Formal Concept Analysis …………………………………… Yuka Yoneda, Mahito Sugiyama and Takashi Washio 656
FPAI: Fairness-aware Edit of a Learned Decision Tree Using Integer Linear Programming …………………………………………………… Kentaro Kanamori and Hiroki Arimura 657
KBS: Semi-Supervised Learning on Network Using Structure Features and Graph Convolution …………………………………………… Makoto Tachibana and Tsuyoshi Murata 658
SLUD: Estimating User Interest from Chat Dialogues ……………………………………………………………………………………… Michimasa Inaba and Kenichi Takahashi 659
SLUD: Corpus-based Analysis of Character Expression Model Using Dialogue Behaviors
………………………………………………………………………………… Kenta Yamamoto, Koji Inoue, Shizuka Nakamura, Katsuya Takanashi and Tatsuya Kawahara 660
ALST: An Evaluation of How Students’ Behavior and Understanding Are Influenced by the Method of Assistance in Model Building Learning Environment
……………………………………………………………………………………………… Tomoya Horiguchi, Tetsuhiro Masuda, Takahito Toumoto and Tsukasa Hirashima 662
ALST: An IRT Model Integrating Supervised LDA that Estimates Writing Ability Using Rating Data and Textual Content ……………………………………………… Masaki Uto 664
Challenge: Recipe Recommendation System using Word Vector Representation ………………………………………………… Tatsuya Yano, Toyohiro Hayashi and Takeshi Ohasi 665
LSE: Brand Positioning Derived from Words
─ Exploring what Words Make Brands Impressive …………………………………………………………………………………………… Nozomi Komiya and Jun Nakamura 666
SKL: An Expertise Evaluation Model on Reverse Punch in Shorinji Kempo …………………………………………………………………………… Kazuki Suzuki and Takeshi Ito 667
SAI: AI Implication for Child Abuse and Neglect: A Study for Recurrent Cases by pLSA and Bayesian Network
…………………………………… Kota Takaoka, Jiro Sakamoto, Daiki Hojo, Emiho Hashimoto, Koji Kitamura, Eiichi Sakurai, Yoshifumi Nishida and Yoichi Motomura 668
FIN: Deep t-Process Regression Model for Financial Time-Series Analysis ………………………………………………… Kei Nakagawa, Takanori Kadoya and Yusuke Uchiyama 670
KST: Visualizing Decommissioning Information Using Eagle Search …………………………… Yasuyoshi Taruta, Yukihiro Iguchi, Koichi Kitamura, Masashi TezukaYuya Kouda 671
KSN: Validation of Three-Hit Theory on Television Advertisement Based on Life Log …………………………………………………………… Takumi Kato and Kazuhiko Tsuda 673
SWO: Mapping Science ─ Realizing Interactive Operation and Advanced Search on Science Maps Based on Knowledge Graphs
……………………………………………………………………………………………………………………Shusaku Egami, Katsutaro Watanabe and Takahiro Kawamura 675
DOCMAS: Race Results Prediction Using Deep Learning for Generation of Predicted Article in Keirin
…………………………………………………………………………………………… Takumi Yoshida, Soichiro Yokoyama, Tomohisa Yamashita and Hidenori Kawamura 677
BI: Optimum Pedestrian Flow Control Using Congestion Forecasting Satisfying User Equilibrium
……………………………………………………………………………………… Hiroaki Yamada, Naoyuki Kamiyama, Hiroaki Iwashita,Takuya Ohwa and Kotaro Ohori 679
AIMED: Temporal Feature Set from Electronic Health Records ……………………………… Masaki Ono, Takayuki Katsuki, Masaki Makino, Kyoichi Haida and Atsushi Suzuki 681
AM: In-home Behavioral Observation Method Employing IoT Sensors …………………………………………Shunichi Hattori, Teruhisa Miura, Reiko Ichikawa and Daiki Sawai 683
CCI: Approach of Prevention and Control of Wildlife Damage in Regional Co-creation by the User Participation Community with Diversity
………………………………………… Taihei Fukuoka, Masanori Asaoka, Siho Ota, Hirokazu Ota, Hiroki Fujimura, Syunpei Kaji, Mizuki Nakagawa and Jyunichi Akita 685
Special Issue:“Top Conference Reports: NeurIPS 2018 and AAAI 2019”
Overview of the NeurIPS 2018 Conference ………………………………………………………………………………………………………Kazuto Fukuchi and Tomoki Fukuma 686
Machine Learning Algorithms with Robustness ………………………………………………………………………………………………………………………… Kazuto Fukuchi 689
Towards Fairness in Machine Learning with Adversarial Learning …………………………………………………………………………………………………… Tomoki Fukuma 693
Overview of the AAAI 2018 Conference and Interested Topics on Game Theory ………………………………………………………………………………… Jun Ernesto Okumura 697
Special Issue:“Emergent Intelligence and Network”
Editor’s Introduction to“ Emergent Intelligence and Network” ………………………………………………………………………………………………………… Satoshi Kurihara 702
Lecture Series:“The Current State of Artificial Intelligence”（4）
Reasoning and Programming in Artificial Intelligence ……………………………………………………………………………… Katsumi Inoue, Chiaki Sakama and Taisuke Sato 703
Article
Toward the Integration of Deep Learning and Logic Programming ………………………………………………………………………………… Ryosuke Kojima and Taisuke Sato 714
Machine Learning Framework towards Acquiring Versatility ……………………………………………………………………………………………………………Wataru Kumagai 720
My Bookmark
Adversarial Examples in Natural Language Processing ………………………………………………………………………………………………………………………Motoki Sato 728
Global Eye（48）
TA（Teaching Assistant）…………………………………………………………………………………………………………………………………………………… Akira Matsui 735
Students Forum（99）
Interview with Dr. Ryutaro Ichise“ What One Likes, One Will Do Well” ……………………………………………………………………… Kotone Tadaki and Mamoru Yoshizoe 739
Conference Reports
The 18th International Conference on Autonomous Agents and Multi-Agent Systems（ AAMAS 2019） …………………………………………………………………… Taiki Todo 742
NAACL-HLT 2019 …………………………………………………………………………………………………………………………………………………………… Sho Takase 743
Book Review
Maki Sakamoto and Hiroaki Suzuki: Onomatopoeia to Explore the Five Senses, 182 pp., KYORITSU SHUPPAN CO., LTD.（2019） ………………………… Youichiro Miyake 746
Haruki Ueno: Detail Discussion on Artificial Intelligenc － Essence of Deep Learning trough AlphaGo and Knowledge-Based Systems,
304 pp., Ohmsha, Ltd.（2019） …………………………………………………………………………………………………………………………………… Youichiro Miyake 747
Article
Cover Comment: The New Landscape of Human and the Analyzer in Yamato 2202 ……………………………Yuya Takashima and Hirotaka Osawa, Interviewer: Youichiro Miyake 749