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Research


Journal or Book Chapter

  • Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, メタ学習による個人に適応した脳波からの感情予測, 第4章 AI・機械学習によるデータ活用, 脳波計測・解析の実用ハンドブック, （株）Ｒ＆Ｄ支援センター, 2024.
  • Kazuhiro Shidara, Hiroki Tanaka, Hiroyoshi Adachi, Daisuke Kanayama, Takashi Kudo, Satoshi Nakamura, Adapting the Number of Questions Based on Detected Psychological Distress for Cognitive Behavioral Therapy With an Embodied Conversational Agent: Comparative Study, JMIR formative research vol. 8, Mar. 2024. [open access]
  • Hiroki Tanaka, Keiko Mizuma, Yumi Nakamura, Aya Hirata, Junji Miyazaki, Ken Suzuki, Harumichi Seta, Hiroshi Watanabe, Toshihide Suzuki, Reiji Watanabe, Norihito Murayama, Tomonori Okamura, Satoshi Nakamura, Predicting Habitual Water Intake from Lifestyle Questions, European Review for Medical and Pharmacological Sciences, volume 27, pp. 8829-8841, Sep. 2023. [open access]
  • Hiroki Tanaka, Takeshi Saga, Kota Iwauchi, Masato Honda, Tsubasa Morimoto, Yasuhiro Matsuda, Mitsuhiro Uratani, Kosuke Okazaki, Satoshi Nakamura, The Validation of Automated Social Skills Training in Members of the General Population Over 4 Weeks: Comparative Study, JMIR Formative Research, vol.7, 2023. [open access]
  • Takeshi Saga, Hiroki Tanaka, Yasuhiro Matsuda, Tsubasa Morimoto, Mitsuhiro Uratani, Kosuke Okazaki, Yuichiro Fujimoto, Satoshi Nakamura, Automatic evaluation‑feedback system for automated social skills training, Scientific Reports, volume 13, 2023.
  • Kota Iwauchi, Hiroki Tanaka, Kosuke Okazaki, Yasuhiro Matsuda, Mitsuhiro Uratani, Tsubasa Morimoto, Satoshi Nakamura, Eye-movement Analysis on Facial Expression for Identifying Children and Adults with Neurodevelopmental Disorders, Frontiers in Digital Health, section Digital Mental Health, 2023.
  • Tomoki Uchida, Takeshi Kanamori, Takanori Teramoto, Yuji Nonaka, Hiroki Tanaka, Satoshi Nakamura, Norihito Murayama, Identifying glucose metabolism status in non-diabetic Japanese adults using machine learning model with simple questionnaire, Computational and Mathematical Methods in Medicine, 2022.
  • Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, Applying Meta-Learning and Iso Principle for Development of EEG-based Emotion Induction System, Frontiers in Digital Health, section Health Informatics, 2022.
  • Hiroki Tanaka, Satoshi Nakamura, The Acceptability of Virtual Characters as Social Skills Trainers: Usability Study, JMIR Human Factors, 9(1), 2022. [open access]
  • Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, Online EEG-based Emotion Prediction and Music Generation for Inducing Affective States, IEICE Trans. Information and Systems, Vol.E105-D,No.5, pp.1050-1063, May. 2022.
  • Kazuhiro Shidara, Hiroki Tanaka, Hiroyoshi Adachi, Daisuke Kanayama, Yukako Sakagami, Takashi Kudo, Satoshi Nakamura, Automatic Thoughts and Facial Expressions in Cognitive Restructuring with Virtual Agents, Frontiers in Computer Science, section Human-Media Interaction, 2022.
  • Takeshi Saga, Hiroki Tanaka, Hidemi Iwasaka, Satoshi Nakamura, Multimodal Prediction of Social Responsiveness Score with BERT-based Text Features, IEICE Trans. Information and Systems, Vol. E105-D, No.3, pp.578-586, 2022.
  • Tomoki Uchida, Yumi Nakamura, Hiroki Tanaka, Satoshi Nakamura, Tomonori Okamura, Hiroshi Watanabe, Norihito Murayama, Validity of a Selective Recall Method for Assessing Water Intake and its Relationship with Hydration Status, European Review for Medical and Pharmacological Sciences, 25 (21), pp.6623-6632, 2021.
  • Haruko Yagura, Hiroki Tanaka, Taiki Kinoshita, Hiroki Watanabe, Shunnosuke Motomura, Katsuhito Sudoh, Satoshi Nakamura, Selective Attention Measurement of Experienced Simultaneous Interpreters Using EEG Phase-Locked Response, Frontiers in Human Neuroscience, 2021.
  • Hiroki Tanaka, Hidemi Iwasaka, Yasuhiro Matsuda, Kosuke Okazaki, Satoshi Nakamura, Analyzing Self-Efficacy and Summary Feedback in Automated Social Skills Training, IEEE Open Journal of Engineering in Medicine and Biology, vol.2, pp.65-70, 2021. [open access]
  • Koichiro Yoshino, Yukitoshi Murase, Nurul Lubis, Kyoshiro Sugiyama, Hiroki Tanaka, Sakti Sakriani, Shinnosuke Takamichi, Satoshi Nakamura, Spoken Dialogue Robot for Watching Daily Life of Elderly People, Increasing Naturalness and Flexibility in Spoken Dialogue Interaction, Lecture Notes in Electrical Engineering, vol.714, pp.141-146, 2021.
  • Hiroki Tanaka, マルチモーダル情報の解析と精神状態推定への応用, ヒトの感性に寄り添った製品開発とその計測, 評価技術, 技術情報協会, 2021.
  • Patrick Gebhard, Ruth Aylett, Ryuichiro Higashinaka, Kristiina Jokinen, Hiroki Tanaka, Koichiro Yoshino, Modeling Trust and Empathy for Socially Interactive Robots, Multimodal Agents for Ageing and Multicultural Societies, Springer Singapore, 2021.
  • Hiroki Watanabe, Hiroki Tanaka, Sakriani Sakti, Satoshi Nakamura, Synchronization between overt speech envelope and EEG oscillations during imagined speech, Neuroscience Research, vol.153, pp.48-55, April 2020.
  • Hiroki Tanaka, Hidemi Iwasaka, Hideki Negoro, Satoshi Nakamura, Analysis of Conversational Listening Skills toward Agent-based Social Skills Training, Journal on Multimodal User Interfaces, volume 14, issue 1, pp.73-82, 2020. [pdf]
  • Guang Shi, Hoko Kyo, Toshihiro Kawasaki, Shigehiko Kanaya, Mariko Sato, Saki Tokuda-Kakutani, Hiroshi Watanabe, Norihito Murayama, Minako Ohashi, Md Altaf-Ul-Amin, Naoaki Ono, Hiroki Tanaka, Satoshi Nakamura, Kazuo Uebaba, Nobutaka Suzuki, Ming Huang, Evaluation and Interpretation of 9 Body Constitution Scores of CCMQ-J by Seven Independent Questionnaires, Japanese Journal of Complementary and Alternative Medicine, vol.16, no.2, pp.79-93, 2019.
  • Saki Tokuda-Kakutani, Hiroki Tanaka, Satoshi Nakamura, Norihito Murayama, Hoko Kyo, Kazuo Uebaba, Nobutaka Suzuki, Shigehiko Kanaya, A Cross-sectional Study on the Association between the Constitution in Chinese Medicine and the risk factors of Lifestyle Diseases, Japanese Journal of Complementary and Alternative Medicine, vol.16, no.2, pp.95-104, 2019. [in Japanese]
  • Mariko Sato, Toshihiro Kawasaki, Ming Huang, Hoko Kyo, Naoki Ono, Ryouhei Eguchi, Md. Altaf-UI-Amin, Saki Tokuda-Kakutani, Hiroshi Watanabe, Norihito Murayama, Satoshi Nakamura, Shiori Yamaguchi, Hiroki Tanaka, Shigehiko Kanaya, Yanbo Zhu, Zhaoyu Dai, Qi Wang, Kazuo Uebaba, Nobutaka Suzuki, Determination of Optimum Number of Groups on the Crowdsourcing Survey in Japanese People Interpreted by Physical Constitution Defined by CCMQ-J, Japanese Journal of Complementary and Alternative Medicine, vol.16, no.2, pp.105-112, 2019. [in Japanese]
  • Hiroki Tanaka, Hiroki Watanabe, Hayato Maki, Sakti Sakriani, Satoshi Nakamura, Electroencephalogram-Based Single Trial Detection of Language Expectation Violations in Listening to Speech, Frontiers in Computational Neuroscience, vol. 13, pp.1-15, 2019. [open access]
  • Hiroki Watanabe, Hiroki Tanaka, Sakriani Sakti, Satoshi Nakamura, Neural Oscillation-based Classification of Japanese Spoken Sentences during Speech Perception, IEICE Transactions on Information and Systems, vol.E102-D(2), pp.383-391, Feb. 2019.
  • Hayato Maki, Sakriani Sakti, Hiroki Tanaka, Satoshi Nakamura, Quality Prediction of Synthesized Speech Based on Tensor Structured EEG Signals, PloS One, vol.13(6), pp.1-13, 2018.
  • Hiroki Tanaka, Hiroyoshi Adachi, Norimichi Ukita, Manabu Ikeda, Hiroaki Kazui, Takashi Kudo, Satoshi Nakamura, Detecting Dementia through Interactive Computer Avatars, IEEE Journal of Translational Engineering in Health and Medicine, vol.5(1), pp.1-11, Dec. 2017. [open access]
  • Hiroki Tanaka, Hideki Negoro, Hidemi Iwasaka, Satoshi Nakamura, Embodied Conversational Agents for Multimodal Automated Social Skills Training in People with Autism Spectrum Disorders, PloS One, vol.12(8), pp.1-15, Aug. 2017. [open access]
  • Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Hideki Negoro, Hidemi Iwasaka, Satoshi Nakamura, Teaching Social Communication Skills through Human-Agent Interaction, ACM Transactions on Interactive Intelligent Systems, vol.6(2), pp.1-26, 2016. [pdf]
  • Takako Onishi, Hiroki Tanaka, Kumiko Koeda, Yoko Shikibu, Hideki Negoro, Study on Easy-to-read Notation for Children with Reading Difficulty (Developmental Dyslexia), Chu-o Institute for Educational Research, no.17, pp.56-69, Oct. 2016. [in Japanese, title is translated into English]
  • Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura, NOCOA+: Multimodal Computer-Based Training for Social and Communication Skills, IEICE Transactions on Information and Systems, vol.E98-D(8), pp.1536-1544, 2015. [pdf]
  • Hiroki Tanaka, Nick Campbell, Classification of Social Laughter in Natural Conversational Speech, Computer Speech & Language, vol.28(1), pp.314-325, 2014. [pdf]
  • Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura, NOCOA: A Computer-Based Training Tool for Social and Communication Skills That Exploits Non-verbal Behaviors, The Journal of Information and Systems in Education, vol.12(1), pp.19-26, 2014. [pdf]

International Conference

  • Kenta Izumi, Hiroki Tanaka, Kazuhiro Shidara, Hiroyoshi Adachi, Daisuke Kanayama, Takashi Kudo, Satoshi Nakamura, Response Generation for Cognitive Behavioral Therapy with Large Language Models: Comparative Study with Socratic Questioning, IWSDS, Mar. 2024.
  • Kana Miyamoto, Hiroki Tanaka, Kazuhiro Shidara, Satoshi Nakamura, Emotion Prediction Using Multi-source Biosignals During Cognitive Behavior Therapy with Conversational Virtual Agents, Oriental COCOSDA 2023: International Committee for the Coordination and Standardisation of Speech Databases and Assessment Techniques, Dec 2023.
  • Kazuyo Onishi, Hiroki Tanaka, Satoshi Nakamura, Multimodal Voice Activity Prediction: Turn-taking Events Detection in Expert-Novice Conversation Kazuyo Onishi, Hiroki Tanaka, Satoshi Nakamura, HAI2023, Dec 2023. [pdf]
  • Takeshi Saga, Hiroki Tanaka, Satoshi Nakamura, Computational analyses of linguistic features with schizophrenic and autistic traits along with formal thought disorders, ICMI2023, Oct 2023.
  • Hiroki Tanaka, Satoshi Nakamura, Jean-Claude Martin, Catherine Pelachaud, 4th Workshop on Social Affective Multimodal Interaction for Health (SAMIH), ICMI2023, Oct 2023. [pdf]
  • Takeshi Saga, Jieyeon Woo, Alexis Gerard, Hiroki Tanaka, Catherine Achard, Satoshi Nakamura, Catherine Pelachaud, An Adaptive Virtual Agent Platform for Automated Social Skills Training, ICMI2023, Oct 2023.
  • Kana Miyamoto, Hiroki Tanaka, Jennifer Hamet Bagnou, Elise Prigent, Céline Clavel, Jean-Claude Martin and Satoshi Nakamura, Social Performance Rating During Social Skills Training in Adults with Autism Spectrum Disorder and Schizophrenia, ACII2023, Sep 2023.
  • Kota Iwauchi, Hiroki Tanaka, Satoshi Nakamura, Predicting Autistic Traits Using Eye Movement during Visual Perspective Taking and Facial Emotion Identification, 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'23), July 2023.
  • Hiroki Tanaka, Takeshi Saga, Kota Iwauchi, Satoshi Nakamura, Acceptability and Trustworthiness of Virtual Agents by Effects of Theory of Mind and Social Skills Training, The IEEE conference series on Automatic Face and Gesture Recognition, Jan. 2023. [pdf]
  • Hiroki Tanaka, Satoshi Nakamura, Kazuhiro Shidara, Jean-Claude Martin, Catherine Pelachaud, 3rd Workshop on Social Affective Multimodal Interaction for Health (SAMIH), International Conference on Multimodal Interaction (ICMI), Nov. 2022.
  • Takeshi Saga, Hiroki Tanaka, Yasuhiro Matsuda, Tsubasa Morimoto, Mitsuhiro Uratani, Kosuke Okazaki, Yuichiro Fujimoto, Satoshi Nakamura, Analysis of Feedback Contents and Estimation of Subjective Scores in Social Skills Training, 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), July 2022.
  • Kazuhiro Shidara, Hiroki Tanaka, Rumiko Asada, Kayo Higashiyama, Hiroyoshi Adachi, Daisuke Kanayama, Sakagami Yukako, Takashi Kudo, Satoshi Nakamura, Linguistic Features of Clients and Counselors for Early Detection of Mental Health Issues in Online Text-based Counseling, 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), July 2022.
  • Tomoki Uchida, Takeshi Kanamori, Takanori Teramoto, Yuji Nonaka, Hiroki Tanaka, Satoshi Nakamura, Norihito Murayama, Characteristics of glycometabolism in individuals without diabetes and a model to assess their glucometabolic category, International Conference on Advanced Technologies and Treatments for Diabetes, Mar. 2022.
  • Hiroki Tanaka, Takeshi Saga, and Satoshi Nakamura, Clustering of Human Movement Trajectories based on Distributional Representations Derived from Bi-directional LSTM Network with Geographical Coordinates, 2021 IEEE International Conference on Big Data, pp.2936-2940, Dec. 2021.
  • Takeshi Saga, Hiroki Tanaka, Hidemi Iwasaka, Yasuhiro Matsuda, Tsubasa Morimoto, Mitsuhiro Uratani, Kosuke Okazaki, Yuichiro Fujimoto and Satoshi Nakamura, Multimodal Dataset of Social Skills Training in Natural Conversational Setting, ICMI 2021 Workshop: 2nd Workshop on Social Affective Multimodal Interaction for Health, pp.395-399, Oct. 2021.
  • Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, Meta-Learning for Emotion Prediction from EEG while Listening to Music, ICMI 2021 Workshop: Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild, pp.324-328, Oct. 2021.
  • Hiroki Tanaka, Satoshi Nakamura, Virtual Agent Design for Social Skills Training Considering Autistic Traits, 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp.4959-4962, Oct. 2021. [pdf]
  • Hiroki Tanaka, Satoshi Nakamura, Jean-Claude Martin, Catherine Pelachaud, 2nd Workshop on Social Affective Multimodal Interaction for Health (SAMIH), International Conference on Multimodal Interaction (ICMI '21), pp.853–854, Oct. 2021.
  • Kazuhiro Shidara, Hiroki Tanaka, Hiroyoshi Adachi, Daisuke Kanayama, Yukako Sakagami, Takashi Kudo, Satoshi Nakamura, Relationship between Mood Improvement and Questioning to Evaluate Automatic Thoughts in Cognitive Restructuring with a Virtual Agent, Func_e Workshop at ACII 2021, Sep. 2021.
  • Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, Emotion Estimation from EEG Signals and Expected Subjective Evaluation, 9th International Winter Conference on Brain-Computer Interface, pp. 1-6, Feb. 2021.
  • Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, Music Generation and Emotion Estimation from EEG Signals for Inducing Affective States, Adjunct of the 2020 International Conference on Multimodal Interaction (ICMI), Workshop on Social Affective Multimodal Interaction for Health, pp.487-491, Oct. 2020.
  • Takeshi Saga, Hiroki Tanaka, Hidemi Iwasaka, Satoshi Nakamura, Objective Prediction of Social Skills Level for Automated Social Skills Training Using Audio and Text Information, Adjunct of the 2020 International Conference on Multimodal Interaction (ICMI), Workshop on Social Affective Multimodal Interaction for Health, pp.467-471, Oct. 2020.
  • Kazuhiro Shidara, Hiroki Tanaka, Hiroyoshi Adachi, Daisuke Kanayama, Yukako Sakagami, Takashi Kudo, Satoshi Nakamura, Analysis of Mood Changes and Facial Expressions during Cognitive Behavior Therapy through a Virtual Agent, Adjunct of the 2020 International Conference on Multimodal Interaction (ICMI), Workshop on Social Affective Multimodal Interaction for Health, pp.477-481, Oct. 2020.
  • Hiroki Tanaka, Satoshi Nakamura, Jean-Claude Martin, Catherine Pelachaud, Social Affective Multimodal Interaction for Health, International Conference on Multimodal Interaction (ICMI), Oct. 2020.
  • Ivan Halim Parmonangan, Hiroki Tanaka, Sakriani Sakti and Satoshi Nakamura, Combining Audio and Brain Activity for Predicting Speech Quality, Interspeech, pp.2762-2766, 2020.
  • Hiroki Tanaka, Hidemi Iwasaka, Hideki Negoro, Satoshi Nakamura, Linguistic Features during Speech Utterances in the Context of Social Skills Training, 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), p.6201, 2020. [pdf]
  • Haruko Yagura, Hiroki Tanaka, Taiki Kinoshita, Hiroki Watanabe, Shunnosuke Motomura, Katsuhito Sudoh, Satoshi Nakamura, Analysis of selective attention processing on experienced simultaneous interpreters using EEG phase synchronization, 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp.66-69, 2020.
  • Shunnosuke Motomura, Hiroki Tanaka, Satoshi Nakamura, Sequential Attention-based Detection of Semantic Incongrueties from EEG While Listening to Speech, 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp.268-271, 2020.
  • Hiroki Tanaka, Hiroyoshi Adachi, Hiroaki Kazui, Manabu Ikeda, Takashi Kudo, Satoshi Nakamura, Detecting Dementia from Face in Human-Agent Interaction, Adjunct of the 2019 International Conference on Multimodal Interaction (ICMI), no.5, pp.1-5, Oct. 2019. [pdf]
  • Shunnosuke Motomura, Hiroki Tanaka, Satoshi Nakamura, Detecting Syntactic Violations from Single-trial EEG using Recurrent Neural Networks, Adjunct of the 2019 International Conference on Multimodal Interaction (ICMI), no.4, pp.1-5, Oct. 2019.
  • Taiki Kinoshita, Hiroki Tanaka, Koichiro Yoshino, Satoshi Nakamura, Measuring Affective Sharing between Two People by EEG Hyperscanning, Adjunct of the 2019 International Conference on Multimodal Interaction (ICMI), no.3, pp.1-5, Oct. 2019.
  • Ivan Halim Parmonangan, Hiroki Tanaka, Sakti Sakriani, Shinnosuke Takamichi, Satoshi Nakamura, Speech Quality Evaluation of Synthesized Japanese Speech using EEG, Interspeech, pp.1228-1232, Sep. 2019.
  • Ivan Halim Parmonangan, Hiroki Tanaka, Sakti Sakriani, Shinnosuke Takamichi, Satoshi Nakamura, EEG Analysis towards Evaluating Synthesized Speech Quality, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2019.
  • Holy Lovenia, Hiroki Tanaka, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura, Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.1115-1119, May 2019.
  • Koichiro Yoshino, Yukitoshi Murase, Nurul Lubis, Kyoshiro Sugiyama, Hiroki Tanaka, Sakriani Sakti, Shinnosuke Takamichi, Satoshi Nakamura, Spoken Dialogue Robot for Watching Daily Life of Elderly People, International Workshop on Spoken Dialogue Systems Technology (IWSDS), Apr. 2019.
  • Hiroki Tanaka, Hideki Negoro, Hidemi Iwasaka, Satoshi Nakamura, Listening Skills Assessment through Computer Agents, ACM International Conference on Multimodal Interaction (ICMI), pp.492-496, Oct. 2018. [pdf]
  • Tsuyoki Ujiro, Hiroki Tanaka, Hiroyoshi Adachi, Hiroaki Kazui, Manabu Ikeda, Takashi Kudo, Satoshi Nakamura, Detection of dementia from responses to atypical questions asked by embodied conversational agents, Interspeech, pp.1691-1695, Sep. 2018.
  • Tsuyoki Ujiro, Hiroki Tanaka, Hiroyoshi Adachi, Hiroaki Kazui, Manabu Ikeda, Takashi Kudo, Satoshi Nakamura, Identifying Dementia Patients based on Behavioral Markers in Human-Avatar Interaction, World Federation of Societies of Biological Psychiatry (WFSBP), Sep. 2018.
  • Hiroki Tanaka, Hiroki Watanabe, Hayato Maki, Sakriani Sakti, Satoshi Nakamura, Single-trial Detection of Semantic Anomalies from EEG during Listening to Spoken Sentences,  International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp.977-980, July 2018. [pdf]
  • Shiori Yamaguchi, Hiroki Tanaka, Hayato Maki, Shigehiko Kanaya, Nobutaka Suzuki, Satoshi Nakamura, Prediction of Depressive Tendency from Multidimensional Health Data Collected through Crowdsourcing, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2018.
  • Koichiro Yoshino, Hiroki Tanaka, Kyoshiro Sugiyama, Makoto Kondo, Satoshi Nakamura, Japanese Dialogue Corpus of Information Navigation and Attentive Listening Annotated with Extended ISO-24617-2 Dialogue Act Tags, Language Resources and Evaluation Conference (LREC), pp.2922-2927, May 2018.
  • Hayato Maki, Hiroki Tanaka, Sakriani Sakti, Satoshi Nakamura, Graph regularized tensor factorization for single-trial EEG analysis, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.846-850, Apr. 2018.
  • Masahiro Honda, Hiroki Tanaka, Sakti Sakriani, Satoshi Nakamura, Detecting Suppression of Negative Emotion by Time Series Change of Cerebral Blood Flow using fNIRS, IEEE International Conference on Biomedical and Health Informatics (BHI), pp.398-401, Mar. 2018.
  • Naoto Terasawa, Hiroki Tanaka, Sakriani Sakti, Satoshi Nakamura, Tracking Liking State in Brain Activity while Watching Multiple Movies, ACM International Conference on Multimodal Interaction (ICMI), pp.321-325, Nov. 2017.
  • Hiroki Watanabe, Hiroki Tanaka, Sakriani Sakti, Satoshi Nakamura, Subject-independent Classification of Japanese Spoken Sentences by Multiple Frequency Bands Phase Pattern of EEG Response during Speech Perception, Interspeech, pp.2431-2435, Aug. 2017.
  • Naoto Terasawa, Hiroki Tanaka, Sakti Sakriani, Satoshi Nakamura, EEG based Emotional State Tracking during Watching Movie considering Self-Assessment Manikin, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2017.

  • Tamotsu Endo, Norimichi Ukita, Hiroki Tanaka, Norihiro Hagita, Satoshi Nakamura, Hiroyoshi Adachi, Hiroaki Kazui, Manabu Ikeda, Takashi Kudo, Initial Response Time Measurement in Eye Movement for Dementia Screening Test, IAPR Conference on Machine Vision Applications (MVA), pp. 262-265, May 2017.
  • Hiroki Tanaka, Hiroyoshi Adachi, Norimichi Ukita, Takashi Kudo, Satoshi Nakamura, Automatic Detection of Very Early Stage of Dementia through Multimodal Interaction with Computer Avatars, ACM International Conference on Multimodal Interaction (ICMI), pp.261-265, Nov. 2016. [pdf]
  • Rui Hiraoka, Hiroki Tanaka, Sakti Sakriani, Graham Neubig, Satoshi Nakamura, Personalized Unknown Word Detection in Non-native Language Reading using Eye Gaze, ACM International Conference on Multimodal Interaction (ICMI), pp.66-70, Nov. 2016.
  • Hiroki Tanaka, Koichiro Yoshino, Makoto Kondo, Kyoshiro Sugiyama and Satoshi Nakamura, Multimodal Interaction Data between Clinical Psychologists and Students for Attentive Listening Modeling, Oriental Cocosda, pp.95-98, Oct. 2016. [pdf]
  • Hiroki Tanaka, Hiroyoshi Adachi, Norimichi Ukita, Takashi Kudo, Satoshi Nakamura,
    Automatic Detection of Very Early Stage of Dementia through Spoken Dialog with Computer Avatars, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Aug. 2016. [pdf]
  • Rui Hiraoka, Hiroki Tanaka, Sakti Sakriani, Koichiro Yoshino, Graham Neubig, Satoshi Nakamura, Eye Gaze-based Unknown Word Detection in Non-native Language Reading using SVMs and Random Forests, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Aug. 2016.
  • Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Hideki Negoro, Hidemi Iwasaka, Satoshi Nakamura, Automated Social Skills Training with Audiovisual Information, International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp.2262-2265, Aug. 2016. [pdf]
  • Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Hideki Negoro, Hidemi Iwasaka, Satoshi Nakamura, Automated Social Skills Trainer, International Conference on Intelligent User Interfaces (IUI), pp.17-27, Atlanta, Mar. 2015. [pdf]
  • Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, and Satoshi Nakamura, Linguistic and Acoustic Features for Automatic Identification of Autism Spectrum Disorders in Children's Narrative, ACL Workshop on Computational Linguistics and Clinical Psychology (CLPsych), pp.88-96, June 2014. [pdf]
  • Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, and Satoshi Nakamura, Modality and Contextual Differences in Computer Based Non-verbal Communication Training, IEEE Cognitive InfoCommunication (CogInfoCom), pp.127-132, Dec. 2013. [pdf]
  • Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, and Satoshi Nakamura, Non-verbal Communication Training with an Interactive Multimedia Application, Asian Conference on Education, pp.392-402, Oct. 2013. [pdf]
  • Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Nick Campbell and Satoshi Nakamura, Non-verbal Cognitive Skills and Autistic Conditions: An Analysis and Training Tool, IEEE Cognitive InfoCommunication (CogInfoCom), pp.41-46, Dec. 2012. [pdf]
  • Hiroki Tanaka, Hideki Kashioka, and Nick Campbell, Laughter as a gesture accompanying speech - towards the creation of a tool for the support of children on the autistic dimension, Gesture and Speech in Interaction (GESPIN), pp.1-6, Sep. 2011. [pdf]
  • Hiroki Tanaka, and Nick Campbell, Acoustic features of four types of laughter in natural conversational speech, International Congress of Phonetic Sciences (ICPhS), pp. 1958-1961, Aug. 2011. [link]
  • Hiroki Tanaka, Hideki Kashioka, and Nick Campbell, Analysis of Laughter for Autistic Children, COST International Meeting, Feb. 2011.

Invited Talks

  • 田中 宏季, 仮想エージェントによるSSTシステムの構築と評価,第27回 SST全国経験交流ワークショップ2022@近畿, 研究・実践報告, July 2022.
  • 田中 宏季, マルチモーダル対話エージェントによる認知症の早期検出, 一般社団法人 電子情報技術産業協会, 感性のセンシング・フィードバック技術分科会, Sep. 2020.
  • 田中 宏季, 認知に着目したコミュニケーション支援技術, 電子情報通信学会HCG第3種研究会ヴァーバル・ノンヴァーバル・コミュニケーション研究会, Oct. 2018.
  • 中村 哲，田中 宏季，知能コミュニケーション研究の医療情報への応用, 名古屋市⽴⼤学 医・薬・⼯連携フォーラム, Apr. 2017.
  • 田中 宏季, 自閉スペクトラム症のコミュニケーションデータ収録, 電子情報通信学会 発達障害支援研究会, Oct. 2016.
  • 田中 宏季, 感情コンピューティングによるソーシャルスキルトレーニングの自動化, 電子情報通信学会 発達障害支援研究会, Mar. 2015.
  • Hiroki Tanaka, Linguistic and Acoustic Features for Automatic Identification of Autism Spectrum Disorders in Children's Narrative, Rakuten ECNLP, Jun. 2014.
  • 田中 宏季, コンピュータを用いた自閉症児支援, JSPACC 手をつなぐ親の会定例会, Nov. 2013.
  • 田中 宏季, ICTを用いた教材活用のネットワーク構築, 奈良教育大学 特別支援教育セミナー, Aug. 2013.
  • 田中 宏季，Computer-Based Trainingによる非言語コミュニケーションスキル改善に関する検討, 立命館大学 発達障害研究会, Feb. 2013.

Academic Thesis

  • Hiroki Tanaka, Automated Social Skills Training through Affective Computing, Doctoral thesis, Nara Institute of Science and Technology, 2015. 
  • Hiroki Tanaka, A Method for Supporting Children with Autism Spectrum Disorders using Paralinguistic Information, Master's thesis, Nara Institute of Science and Technology, 2012.
  • 田中 宏季, ディジタル信号処理による特定音源情報削減方法に関する研究, 特別研究 旭川工業高等専門学校 生産システム工学専攻, 2010.

Press

  • 奈良先端科学技術大学院大学, 広報誌せんたん, 2019年1月号
  • DIGITALIST (2019.1.8)
  • 朝日新聞 (2018.11.6付朝刊)
  • 認知症ねっと (2018.10.23)
  • フォーブスジャパン (2018.9.29)
  • QLifePro (2018.9.12)
  • NHKテレビ，おはよう関西 (2015.3.18)
  • NHKテレビ，関西845 (2015.3.17)
  • NHKテレビ，ならナビ (2015.3.17)
  • 日刊工業新聞 (2015.4.7付朝刊)
  • 奈良先端科学技術大学院大学, 広報誌せんたん, 2012年9月号

Grants

  • 研究分担者, 奈良県立医科大学との共同研究助成事業,  複数数他者会話傾聴時のASD患者の視線活動分析とその訓練, 660千円 (2023).
  • Principle Investigator, Programme de mobilité SSHN (2022).
  • 研究代表者, AIPチャレンジプログラム, 社会的知覚・心の理論を含めたSSTシステムの構築, 1,000千円 (2022).
  • 研究代表者, 文部科学省 学術研究助成基金助成金 基盤研究 (C), ラポール構築による自閉スペクトラム症へのコミュニケーション訓練対話システム, 4,160千円 (2022-2024).
  • 研究分担者, 文部科学省 学術研究助成基金助成金 基盤研究 (S), 多元自動通訳システムと評価法に関する研究とその応用展開, 189,280千円 (2021-2025).
  • 研究分担者, 文部科学省 学術研究助成基金助成金 基盤研究 (B), 中学英語はいかに定着するか：言語処理技術を援用した学習システム開発と脳科学的検証, 12,300千円 (2021-2025).
  • 研究分担者, 奈良県立医科大学との共同研究助成事業, 心理課題下の視線運動解析を中心とする統合失調症と自閉スペクトラム症への医工連携によるバイオマーカー創発, 1,000千円 (2021).
  • 主たる共同研究者, 戦略的研究推進事業 日仏共同提案 ANR-CREST, 仮想エージェントによる個人適応された情動社会スキルの訓練 (Training Adapted Personalised Affective Social Skills with Cultural Virtual Agents), 250,000千円 (2019-2024).
  • 研究代表者, 文部科学省 学術研究助成基金助成金 基盤研究 (C), 発達障害児のコミュニケーション訓練対話システムの研究, 4,290千円 (2018-2021).
  • 研究代表者, SCAT研究費助成, ソーシャルスキルトレーニングに基づく会話訓練システムの研究, 2,500千円 (2018-2020).
  • 研究分担者, 文部科学省 学術研究助成基金助成金 基盤研究 (S), 次世代音声翻訳の研究, 204,230千円 (2017-2021).
  • 研究代表者, 文部科学省 学術研究助成基金助成金 若手研究 (B), 発達障害者のためのコミュニケーションスキル訓練技術の研究, 3,900千円 (2016-2017).
  • 研究分担者, 文部科学省 学術研究助成基金助成金 基盤研究 (C), 専門プログラムを用いた発達障害児支援者養成システム作りに関する研究, 4,550千円 (2016-2018).
  • 研究分担者, 総務省戦略的情報通信研究開発推進事業 (SCOPE) 地域ICT振興型研究開発, 高齢者見守りのための生活 支援対話システムの研究開発, 29,900千円 (2015-2017).
  • 研究分担者, 文部科学省 学術研究助成基金助成金 挑戦的萌芽研究, 自閉症等コミュニケーション障害の多元測定と統計モデルによる測定・支援の研究, 3,640千円 (2014-2016).
  • 研究代表者, (公財) 奈良先端科学技術大学院大学支援財団支援事業 教育研究活動支援 (教育研究活動助成), 言語・非言語情報を用いた自閉症スペクトラム障害の自動測定・支援技術の研究, 800千円 (2014).
  • 研究協力者, 文部科学省 学術研究助成基金助成金 基盤研究 (B), ICT教材を用いた支援者養成による発達障害児支援プログラムの開発と実践, 17,810千円 (2012-2016).
  • 研究代表者, Creative and International Competitiveness Project (CICP), 自閉症児のための 3Gを含んだ意図理解・表出支援iPadアプリケーションの開発, 700千円 (2012).

Awards

  • HCG symposium, Best Interactive Presentation Award (2021)
  • HCG symposium, Student Interactive Presentation Award (2020) (presenter: Takeshi Saga)
  • JSAI, Annual Conference Award (2020)
  • IEICE, Human Communication Group, HC Award (2017)
  • Best Presentation Award, Japanese Association of Social Skills Training (2015)
  • IPSJ SIG Recommended PhD Thesis (2015)
  • Total exemption of the JASSO scholarship of the Doctoral course (2015)
  • NAIST Best Student Award (Doctoral course) (2015)
  • Kenkyu-shorei Award, Educational Technology, IEICE (2014)
  • Top Student Award at Nara Institute of Science and Technology (2012)
  • Total exemption of the JASSO scholarship of the Masters course (2012)
  • Best student Award at Asahikawa National College of Technology (2010)

Society

  • Institute of Electronics, Information and Communication Engineers (IEICE)
  • Association for Computing Machinery (ACM)
  • Institute of Electrical and Electronics Engineers (IEEE)

Service

  • Frontiers in Psychiatry
  • Editorial Board, The Transactions of Human Interface Society
  • ECAI
  • Behaviour & Information Technology
  • Cognitive Processing
  • Sensors
  • Disability and Rehabilitation Assistive Technology
  • Autism
  • Frontiers in Computer Science
  • Journal of Neurolinguistics
  • ICMI
  • European Review of Applied Psychology
  • ACII
  • AAMAS
  • JSAI
  • ICMI 2020 Late Breaking Research
  • Journal on Multimodal User Interfaces
  • Organizer, ICMI Workshop on Social Affective Multimodal Interaction for Health
  • Organizer, Interspeech special session, Neural Signals for Spoken Communication
  • LREC
  • Speech Communication
  • ACM Transactions on Accessible Computing
  • Journal of Medical Internet Research (JMIR)
  • Oriental Cocosda, secondary
  • IEEE Journal of Selected Topics in Signal Processing
  • SigDial, secondary
  • The Computer Journal, Oxford University Press
  • ACM Transactions on Multimedia Computing Communications and Applications
  • IPSJ Journal
  • Scientific Reports
  • IEEE Journal of Biomedical and Health Informatics
  • Computer Speech and Language
  • IEICE
  • Journal of Autism and Developmental Disorders
  • ICASSP
  • IEEE Transactions on Affective Computing
  • Interspeech
  • IEEE Reviews in Biomedical Engineering
  • Computational Linguistics and Clinical Psychology