[Journal]Artificial Intelligence Vol.37 No.5 (Sep. 2022)


Commentary
Can We Design the Next Phase of AI Ethics? …………………………………………………………………………………… Satoshi Kurihara 547

Special Issue: “Data Ecosystems”
Editorsʼ Introduction to “Data Ecosystems” …………………………………………………Teruaki Hayashi, Hiroki Sakaji and Yoshiaki Fukami 548
Technology Trends of Data Ecosystems and Future Developments …………………………Teruaki Hayashi, Hiroki Sakaji and Yoshiaki Fukami 550
Legal System on Personal Data Protection and Data Governance ……………………………………………………………… George Shishido 558
Pricing Data Traded in Two-Sided Markets ……………………………………………………………………………………… Naoki Watanabe 566
Designing Data Ecosystem for Digital Society …………………………………………………………… Yoshiaki Fukami and Takumi Shimizu 575
Technical Approaches and Practices for Multiple Heterogeneous Data Linkage and Collaboration Using Natural Language
 Processing and Complex Network ……………………………… Hiroki Sakaji, Takeshi Sakumoto, Teruaki Hayashi and Hirofumi Nonaka 582
Secure Cross-organizational Data Ecosystem by Secure Computation ……………………………………………………… Takao Takenouchi 590
Data Trading Market with Data Usage Rights ……………………………………………………………………………………… Hiroshi Mano 597
National Data Strategy to Realize a Data Driven Society ………………………………………………………………………… Kenji Hiramoto 605

Special Issue: “Special Issue on JSAI Incentive Award 2021”
Editors’ Introduction to “Special Issue on JSAI Incentive Award 2021”
……………………………………………………………… Kouji Kozaki, Masahiro Hamasaki, Hiromitsu Hattori and Wataru Sunayama 614
FPAI: Analyzing Soft Tree Ensembles Using the Neural Tangent Kernel …………………………………Ryuichi Kanoh and Mahito Sugiyama 616
KBS: Layerwise Attention with Dot-product for GCN to Relieve Over-smoothing Problem ………………… Yuta Yajima and Akihiro Inokuchi 617
SLUD: The Apology Expression “Gomen” Used to Initiate Request Sequences ………………………………………………… Seungkyoo Yang 619
SLUD: InteLLA: A Speaking Proficiency Assessment Conversational Agent with Adaptive Interview Strategy
……………………………… Mao Saeki, Ryuki Matsuura, Shungo Suzuki, Kotoka Miyagi, Tetsunori Kobayashi and Yoichi Matsuyama 620
SLUD: Intimacy Regulation Process in First-encounter Dyadic Conversations between Elderlies
  ─ From the Viewpoint of Politeness Speech Level in Speaker and Hearerʼs Utterances ─
……………… Nao Suzuki, Hiroko Tokunaga, Haruna Yamada, Kazuhiko Yanai, Naoto Takayanagi, Makiko Hiraishi and Naoki Mukawa 622
ALST: Online Psycho-educational Service with Provision of Peer Support Opportunity in the University during the
  COVID-19 Pandemic ……………………………………………………………… Koji Tanaka, Ayaka Morikawa and Kensuke Ishikawa 624
Challenge: Sound Source Mapping in Crowded Environments ………… Yoshiaki Bando, Yoshiki Masuyama, Yoko Sasaki and Masaki Onishi 626
LSE: Medical Publications Retrieval Model Considering Paper Structure and the Title Separately
……………………………………………………………………………Mizuki Yoshii, Masashi Takeshita, Rafal Rzepka and Kenji Araki 627
SAI: Investigating Preferred Automatic Control of Home Appliances based on Big-Five Personality Traits
…………………………………………………Shinya Misaki, Tomokazu Matsui, Hirohiko Suwa, Manato Fujimoto, Teruhiro Mizumoto,
Iori Tani, Wataru Sasaki, Aki Kimura and Keiichi Yasumoto 629
FIN: Forecast of Economic Indicators using Causal Information ………………………………… Kiyoshi Izumi, Hiroki Sakaji and Hitomi Sano 630
SWO: Effective Search of Logical Forms in Question Answering based on the Knowledge Graph using Logical Form Patterns
……………………………………………………………………………………… Takumi Yoshikane, Motoki Yatsu and Takeshi Morita 631
DOCMAS: Analysis of Electricity Procurement Scenarios for Achieving Carbon Neutrality by Large Consumers
………………………………………………………………………………………… Ryo Wakasugi, Kiyoshi Izumi and Masanori Hirano 632
BI: Analyzing Startup Ecosystem through Corporate Networks based on Investment Relation of Venture Capitals in Unicorns
…………………………………………………………………… Masanori Fujita, Takato Okudo, Nariaki Nishino and Hiromi S. Nagane 634
AIMED: Approaches and Issues in Sequence Analysis on Medical Data
…………………………………………………… Haruo Yokota, Hieu Hanh Le, Ryosuke Matsuo, Tomoyoshi Yamazaki and Kenji Araki 636
AM: Prior Investigation towards Interactive Sightseeing Route Recommendation Method ……………… Hiroki Shibata and Yasufumi Takama 638

Article
The World Students See Through Research …… Eri Kuroda , Tomoko Ohkuma , Masanori Takano, Chie Morita, Yuko Sakurai and Yoji Kiyota 640

Lecture Series: “AI Philosophy Map”(10)
Potential and Challenge of Artificial Intelligence as Read from Science Fiction
………………………… Takayuki Suzuki, Hirotaka Osawa and Yoji Kiyota, Moderator: Youichiro Miyake, Composition: Takako Ouchi 649

My Bookmark
Constructive Approaches to Emergence and Evolution of Learning, Communication and Language ………………………………… Reiji Suzuki 661

Global Eye(60)
Experience at IBM Research, Ireland ………………………………………………………………………………………… Akihiro Kishimoto 672

Students Forum(113)
Interview with Dr. Hitomi Yanaka “Toward Language Processing Technologies That Can Understand
 the Meanings of Language Like Humans” …………………………………………………………………… Maiko Onishi and Yuki Kuroda 675

Conference Reports
AAMAS 2022(The 21st International Conference on Autonomous Agents and Multiagent Systems) ………………………… Masanori Hirano 679

Book Review
Kazuo Misue: Introduction to Information Visualization, pp. 232, Morikita Publishing Co., Ltd. …………………………Tatsushi Matsubayashi 681
Mitsunosuke Morishita: Techniques for Interpreting Machine Learning
 ~ A Practical Approach to Overcome the Trade-off between Predictive Performance and Explainability ~ ,
 pp. 256, Gijutsu-Hyoron Co., Ltd.(2021) …………………………………………………………………………………… Yuya Yoshikawa 683
Author: Kensuke Otsuki, Supervisor: Takuya Akiba: Algorithms and Data Structures to Develop Problem Solving Skills,
 pp. 368, Kodansha(2020) ……………………………………………………………………………………………… Yoshitaka Yamamoto 683
Author: Mark Coeckelbergh, Translator: Kiyotaka Naoe, Minao Kukita, Toshihiro Suzuki, Hidekazu Kanemitsu,
 Shun Sato and Hiromichi Sugawara: AI Ethics(MIT Press Essential Knowledge series),
 pp. 208, Maruzen Publishing Co.,Ltd.(2020) ……………………………………………………………………………… Soichiro Morishita 684

Article
Cover Comment: A Data Store …………………………………………………………………………………………………… Hiroko Yamano 686