Digital Health

BCI

DIKW (Data, Information, Knowledge and Wisdom)

Web Services

Machine Learning and Ontology

Situation Awareness

Informatics, Biological, health, and medical informatics, Digital Health

Informatics, Human interfaces and interactions, Human Computer Interaction

Informatics, Web and service informatics, Service Computing

Apr. 2014 - Present
Associate Professor,Department of Computer Science,College of Engineering, Nihon University

Apr. 2011 - Mar. 2013
Assistant Professor,Department of Computer Science,College of Engineering, Nihon University

Dec. 2007 - Dec. 2010
Postdoctral Researcher,Department of Computer Science,Iowa State University

01 Apr. 2003 - 25 Mar. 2007
Nihon University, Graduate School, Division of Engineering, Computer Science

Apr. 2003 - Mar. 2007
Nihon University, Graduate School, Division of Engineering, Computer Science

Apr. 1997 - Mar. 2001
Nihon University, College of Engineering, Department of Computer Science

Apr. 2024 - Present
Program Committee, IEEE International Conference on Digital Health (ICDH)

2016 - Present
Symposium Co-Chair of Human Computing & Social Computing, IEEE Annual International Computers, Software & Applications Conference (COMPSAC)

2021 - 2021
SERVICES Congress Workshop Chair, IEEE World Congress on Services (IEEE SERVICES)

2019 - 2021
Workshop Program Chair, IEEE SERVICES Workshop on Data, Information, Knowledge and Wisdom Networks (DIKWN)

2018 - 2020
SERVICES Congress Publication Chair, IEEE World Congress on Services (IEEE SERVICES)

2019 - 2019
Workshop Program Chair, IEEE SERVICES Workshop on Knowledge-Graph-As-A-Service (KGAAS)

2015 - 2018
特集号編集委員, 論文誌「Applications and the Internet in Conjunction with Main Topics of COMPSAC」特集, 情報処理学会

2016 - 2017
Guest Editor of Special Issue on Mobile and Cloud Services for Digital Health for IEEE Transactions on Services Computing, IEEE Computer Society

2015 - 2016
Symposium Chair of Human-Machine and Aware Computing, IEEE Annual International Computers, Software & Applications Conference (COMPSAC)

2014 - 2015
Program Committee Member, IEEE Annual International Computers, Software & Applications Conference (COMPSAC)

2013 - 2015
Program Committee Member, IEEE International Conference on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE)

2010 - 2010
Proceedings Chair, IEEE/IPSJ International Symposium on Applications and the Internet (SAINT)

2009 - 2009
Fast Abstract Chair, IEEE Annual International Computers, Software & Applications Conference (COMPSAC)

2008 - 2008
Registration Chair, IEEE Annual International Computers, Software & Applications Conference (COMPSAC)

IEEE Computer Society, IEEE TCSVC Outstanding Service Award
Technical Committee on Service Computing

★Enhancing dementia risk screening with GAN-synthesized periodontal examination and general blood test data
Katsunori Oyama; Toshiki Isogai; Yohei Nakayama; Ryoki Kobayashi; Daisuke Kitano; Kenji Karako; Kaoru Sakatani
Frontiers in Neurology, 2024, Refereed
Lead

★Development of an IoT Camera System for Situation Recognition of Approaching Animals
Ryo Tochimoto; Katsunori Oyama; Hua Ming
Proceedings - 2023 IEEE International Conference on Software Services Engineering, SSE 2023, 2023, Refereed

★Deep Learning-based Prediction of Cognitive Function Using Basic Blood Test Data and NIRS-measured Cerebral Hemodynamics
Katsunori Oyama; Kaoru Sakatani
Proceedings of 2021 International Conference on Digital Health (ICDH), Sep. 2021, Refereed, Not invited
Lead

★Event-Related NIRS and EEG Analysis for Mental Stress Monitoring
Labiblais Rahman; Katsunori Oyama; Atsuhiro Tsubaki; Kaoru Sakatani
Advances in Experimental Medicine and Biology, 2021, Refereed, Not invited
Corresponding

★Machine Learning-based Assessment of Cognitive Impairment using Time-resolved Near-infrared Spectroscopy and Basic Blood Test Data
Katsunori Oyama; Kaoru Sakatani
Frontiers in Neurology, 2021, Refereed, Not invited
Lead

★Deep learning-based screening test for cognitive impairment using basic blood test data for health examination
Kaoru Sakatani; Katsunori Oyama; Lizhen Hu
Frontiers in Neurology, Dec. 2020, Refereed, Not invited

★Prediction of MMSE score using time-resolved near-infrared spectroscopy. Advances in Experimental Medicine and Biology
Katsunori Oyama; Lizhen Hu; Kaoru Sakatani
Advances in Experimental Medicine and Biology, Sep. 2018, Refereed, Not invited
Lead

★A Comparison of EEG and NIRS Biomarkers for Assessment of Depression Risk
Labiblais Rahman; Katsunori Oyama
Proceedings of 42nd IEEE Computer Society International Computer Software and Applications Conference (COMPSAC 2018), Jul. 2018, Refereed, Not invited
Corresponding

★Guest Editorial: A Roadmap for Mobile and Cloud Services for Digital Health
Carl K. Chang; Katsunori Oyama
IEEE Transactions on Services Computing, Mar. 2018, Refereed, Invited

★Hierarchical Self-organizing Maps of NIRS and EEG Signals for Recognition of Brain States
Katsunori Oyama; Kaoru Sakatani; Hua Ming; Carl K. Chang
INCLUSIVE SMART CITIES AND DIGITAL HEALTH, 2016, Refereed, Not invited

★Temporal comparison between NIRS and EEG signals during a mental arithmetic task evaluated with self-organizing maps
Katsunori Oyama; Kaoru Sakatani
Advances in Experimental Medicine and Biology, 2016, Refereed, Not invited

★Multi-modal Dialogue Analysis on Turn-taking and Difference of Variations in Brainwave between Cooperative Learners
Katsunori Oyama; Hiroyuki Watanabe; Masato Kaneko; Atsushi Takeuchi
The Transactions of Human Interface Society, Nov. 2013, Refereed, Not invited
Lead

★Brain Lattice: Concept Lattice Based Causal Analysis of Changes in Mental Workload
Katsunori Oyama; Atsushi Takeuchi; Carl K. Chang
2013 IEEE INTERNATIONAL MULTI-DISCIPLINARY CONFERENCE ON COGNITIVE METHODS IN SITUATION AWARENESS AND DECISION SUPPORT (COGSIMA), 2013, Refereed, Not invited

★Situ: A Situation-Theoretic Approach to Context-Aware Service Evolution
Carl K. Chang; Hsin-yi Jiang; Hua Ming; Katsunori Oyama
IEEE TRANSACTIONS ON SERVICES COMPUTING, Jul. 2009, Refereed, Not invited

★A human-machine dimensional inference ontology that weaves human intentions and requirements of context awareness systems
Katsunori Oyama; Hojun Jaygarl; Jinchun Xia; Carl K. Chang; Atsushi Takeuchi; Hiroshi Fujimoto
Proceedings - International Computer Software and Applications Conference, 2008, Refereed, Not invited

★CAPIS model based software design method for sharing experts' thought processes
Katsunori Oyama; Atsushi Takeuchi; Hiroshi Fujimoto
30TH ANNUAL INTERNATIONAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE, VOL 1, REGULAR PAPERS/PANELS, PROCEEDINGS, 2006, Refereed, Not invited

Importance of serum albumin in machine learning-based prediction of cognitive function in the elderly using a basic blood test
Kenji Karako; Takeo Hata; Atsushi Inoue; Katsunori Oyama; Eiichiro Ueda; Kaoru Sakatani
Frontiers in Neurology, 2024, Refereed

Relationship Between Cognitive Function, Oral Conditions and Systemic Metabolic Function in the Elderly
Kenji Karako; Yu Chen; Katsunori Oyama; Lizhen Hu; Kaoru Sakatani
Advances in Experimental Medicine and Biology, Oct. 2023, Refereed

Radiation Dose Rate Mapping Based on Attenuation Coefficients for Forest Area in UAV Sensing
Ryo KIKAWA; Katsunori OYAMA; Kouichi GENDA
Transactions of the Society of Instrument and Control Engineers, Jun. 2023, Refereed
Corresponding

Deep-learning-based risk assessment of dementia using health examination data: A review
Kaoru Sakatani; Katsunori Oyama; Kenji Karako; Lizhen Hu
Advances in Health and Disease. Volume 67, Apr. 2023, Refereed

Identification of Nutritional Factors to Evaluate Periodontal Clinical Parameters in Patients with Systemic Diseases.
Yohei Nakayama; Shinichi Tabe; Arisa Yamaguchi; Yuto Tsuruya; Ryoki Kobayashi; Katsunori Oyama; Daisuke Kitano; Keisuke Kojima; Rikitake Kogawa; Yasuo Okumura; Jun Ogihara; Hidenobu Senpuku; Yorimasa Ogata
Nutrients, Jan. 2023, Refereed

Effects of Exercise-Diet Therapy on Cognitive Function in Healthy Elderly People Evaluated by Deep Learning Based on Basic Blood Test Data
K. Sakatani; K. Oyama; L. Hu; S. Warisawa; T. Yamashita
Advances in Experimental Medicine and Biology, Dec. 2022, Refereed

Association between dietary habit and clinical parameters in patients with chronic periodontitis undergoing supportive periodontal therapy
Tabe S; Nakayama Y; Kobayashi R; Oyama K; Kitano D; Ogihara J; Senpuku H; Ogata Y
Nutrients, Nov. 2022, Refereed, Not invited

Radiation mapping using a double exponential attenuation model for UAV sensing in forest area
Ryo Kikawa; Katsunori Oyama; Kouichi Genda
Proceedings of 46th IEEE Computer Society International Computer Software and Applications Conference (COMPSAC 2022), Jun. 2022, Refereed, Not invited
Corresponding

Estimation of Human Cerebral Atrophy Based on Systemic Metabolic Status Using Machine Learning
Kaoru Sakatani; Katsunori Oyama; Lizhen Hu; Shin'ichi Warisawa
Frontiers in Neurology, May 2022, Refereed, Not invited

Void Area Detection for Efficient UAV Sensing in Radiation Dose Mapping
Ryo Kikawa; Masashi Matsuya; Katsunori Oyama; Kouichi Genda
GCCE 2022 - 2022 IEEE 11th Global Conference on Consumer Electronics, 2022, Refereed

Relationship Between Decrease of Oxygenation During Incremental Exercise and Partial Pressure End-Tidal Carbon Dioxide: Near-Infrared Spectroscopy Vector Analysis
Sho Kojima; Shinichiro Morishita; Kazuki Hotta; Weixiang Qin; Toshinori Kato; Katsunori Oyama; Atsuhiro Tsubaki
Advances in Experimental Medicine and Biology, 2021, Refereed, Not invited

Effects of 20-Minute Intensive Exercise on Subjects with Different Working Memory Bases
Weixiang Qin; S Kojima; S Morishita; K Hotta; K Oyama; A Tsubaki
Advances in Experimental Medicine and Biology, 2021, Refereed, Not invited

Relationship Between Cognitive Dysfunction and Systemic Metabolic Disorders in Elderly: Dementia Might be a Systematic Disease
Y. Komuro; K. Oyama; L. Hu; K. Sakatani
Advances in Experimental Medicine and Biology, 2020, Refereed, Not invited

Long-Term Monitoring of NIRS Signals for Mental Health Assessment
Labiblais Rahman; Katsunori Oyama
Proceedings of 43rd IEEE Computer Society International Computer Software and Applications Conference (COMPSAC 2018), Jul. 2019, Refereed, Not invited
Corresponding

Dimensional Situation Analytics: An Introduction and Its Application Prospects
Hua Ming; Katsunori Oyama
2019 IEEE World Congress on Services (SERVICES), Jul. 2019, Refereed, Not invited
Corresponding

Landcover Based 3-Dimensional Inverse Distance Weighting for Visualization of Radiation Dose
Ryo Kikawa; Katsunori Oyama; Hua Ming
2019 IEEE World Congress on Services (SERVICES), Jul. 2019, Refereed, Not invited
Corresponding

Effects of Aging, Cognitive Dysfunction, Brain Atrophy on Hemoglobin Concentrations and Optical Pathlength at Rest in the Prefrontal Cortex: A Time-Resolved Spectroscopy Study
Kaoru Sakatani; Lizhen Hu; Katsunori Oyama; Yukio Yamada
Applied Sciences, May 2019, Refereed, Not invited

Decision Making Support of UAV Path Planning for Efficient Sensing in Radiation Dose Mapping
Tokishi Morita; Katsunori Oyama; Taiju Mikoshi; Toshihiro Nishizono
Proceedings of 42nd IEEE Computer Society International Computer Software and Applications Conference (COMPSAC 2018), Jul. 2018, Refereed, Not invited
Corresponding

Long-Term Monitoring of NIRS and EEG Signals for Assessment of Daily Changes in Emotional Valence
Labiblais Rahman; Katsunori Oyama
Proceedings of 2018 IEEE International Conference on Cognitive Computing (ICCC), Jul. 2018, Refereed, Not invited
Corresponding

クレペリン検査の作業量に与える脳波と利き手の影響
渡邊 博之; 大山 勝徳
工学教育, Dec. 2017, Refereed, Not invited

Situation-Oriented Requirements Elicitation
Nimanthi L. Atukorala; Carl K. Chang; Katsunori Oyama
PROCEEDINGS 2016 IEEE 40TH ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE WORKSHOPS, VOL 1, 2016, Refereed, Not invited

Situation-Oriented Evaluation and Prioritization of Requirements
Nimanthi L. Atukorala; Carl K. Chang; Katsunori Oyama
REQUIREMENTS ENGINEERING TOWARD SUSTAINABLE WORLD, 2016, Refereed, Not invited

小型UAVを用いた近接リモートセンシング観測システムの開発
小原 卓也; 大山 勝徳; 中村 和樹; 若林 裕之; 白井 健二
精密工学会学術講演会講演論文集, 2015

UAVモニタリングによる農地と森林地帯の土地被覆分類に基づく3次元放射線量分布のマップ統合
大山 勝徳; 小原 卓也,中村 和樹,若林 裕之
日本大学工学部紀要, Mar. 2014, Refereed, Not invited
Lead

Short-distance remote sensing using low-cost UAV and board computer
Takuya Obara; Katsunori Oyama; Hiroyuki Wakabayashi; Kenji Shirai
Proceedings - ASPE 2014 Annual Meeting, 2014

Visualization of Turn-taking and Mental Workload in Collaborative Working Fnvironment
Katsunori Oyama; Hiroyuki Watanabe; Atsushi Takeuchi
PROCEEDINGS OF THE 2014 IEEE 18TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2014, Refereed, Not invited

Situational Map Integration of Dose Distribution on the Ground Surface using Unmanned Aerial Vehicles
Katsunori Oyama; Kazuki Nakamura; Hiroyuki Wakabayashi; Atsushi Takeuchi; Naoki Ishitsuka
2013 IEEE INTERNATIONAL MULTI-DISCIPLINARY CONFERENCE ON COGNITIVE METHODS IN SITUATION AWARENESS AND DECISION SUPPORT (COGSIMA), 2013, Refereed, Not invited

Inference of Human Intentions in Smart Home Environments
Katsunori Oyama; Carl K. Chang; Simanta Mitra
International Journal of Robotics Applications and Technologies (IJRAT), 2013, Refereed, Invited
Lead

Development of Disaster Evacuation System for Finding Shortest Routes with Mobile Devices
Hiroyuki Watanabe; Yuichi Narita; Katsunori Oyama; Tadashi Kasezawa; Atsushi Takeuchi; Toyofumi Takenaka
IPSJ Journal, Jul. 2012, Refereed, Not invited

Integration of 3D trajectory maps into a local distribution map of radiation dose using unmanned aerial vehicle
Katsunori Oyama; Hiroyuki Wakabayashi; Atsushi Takeuchi; Naoki Ishitsuka
Proceedings - International Computer Software and Applications Conference, 2012, Refereed, Not invited

GoogleMapと数値地図2500を活用した災害時最短避難経路提示システムの開発
渡邊博之; 成田祐一; 大山勝徳; 加瀬澤正; 武内惇; 竹中豊文
情報処理学会研究報告、高度交通システム研究会, Aug. 2011, Not refereed, Not invited

A Concept Lattice for Recognition of User Problems in Real User Monitoring
Katsunori Oyama; Atsushi Takeuchi; Hua Ming; Carl K. Chang
2011 18TH ASIA-PACIFIC SOFTWARE ENGINEERING CONFERENCE (APSEC 2011), 2011, Refereed, Not invited

Reasoning about Human Intention Change for Individualized Runtime Software Service Evolution
Hua Ming; Carl K. Chang; Katsunori Oyama; Hen-I Yang
Proceedings of 34th IEEE Computer Society International Computer Software and Applications Conference (COMPSAC '10), Jul. 2010, Refereed, Not invited

Human Desire Inference Process Based on Affective Computing
Jeyoun Dong; Hen-I Yang; Katsunori Oyama; Carl K. Chang
Proceedings of the Doctoral Symposium at 34th IEEE Computer Society International Computer Software and Applications Conference (COMPSAC '10), Jul. 2010, Refereed, Not invited

Situation-Theoretic Analysis of Human Intentions in a Smart Home Environment
Katsunori Oyama; Jeyoun Dong; Kai-Shin Lu; Hsin-yi Jiang; Hua Ming; Carl K. Chang
AMBIENT ASSISTIVE HEALTH AND WELLNESS MANAGEMENT IN THE HEART OF THE CITY, PROCEEDING, 2009, Refereed, Not invited

An Input Adjustable Tree Algorithm for Evolutionary Testing
Hsinyi Jiang; Katsunori Oyama; Carl K. Chang
Proceedings of 32nd IEEE Computer Society International Computer Software and Applications Conference (COMPSAC '08), Jul. 2008, Refereed, Not invited

On Distributed Run-Time Software Evolution Driven by Stakeholders of Smart Home Development
Carl K. Chang; Katsunori Oyama; Hojun Jaygarl; Hua Ming
PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON UNIVERSAL COMMUNICATION, 2008, Refereed, Not invited

HESA: A human-centric evolvable situation-awareness model in smart homes
Hojun Jaygarl; Katsunori Oyama; Jinchun Xia; Carl K. Chang
SMART HOMES AND HEALTH TELEMATICS, 2008, Refereed, Not invited

Requirements analysis using feedback from context awareness systems
Katsunori Oyama; Carl K. Chang; Hojun Jaygarl; Atsushi Takeuchi; Jinchun Xia; Hiroshi Fujimoto
Proceedings - International Computer Software and Applications Conference, 2008, Refereed, Not invited

Human-Intention Driven Self Adaptive Software Evolvability in Distributed Service Environments
Hua Ming; Katsunori Oyama; Carl K. Chang
12TH IEEE INTERNATIONAL WORKSHOP ON FUTURE TRENDS OF DISTRIBUTED COMPUTING SYSTEMS, PROCEEDINGS, 2008, Refereed, Not invited

A Thought Process Expression for Finding Classes Using CAPIS Model and Quality Building Ontology
大山 勝徳; 武内 惇; 藤本 洋
IPSJ Journal, Aug. 2007, Refereed, Not invited
Lead

The Expression of Design Thought Processes Using CAPIS Model
大山 勝徳; 武内 惇; 藤本 洋
IPSJ Journal, Aug. 2006, Refereed, Not invited
Lead

オブジェクト指向分析における品質特性を考慮したオブジェクト抽出法に関する研究
大山 勝徳; 武内 惇; 藤本 洋
日本大学工学部紀要, Mar. 2006, Refereed, Not invited
Lead

健診データのAI解析による認知症の早期リスク判定と個別的予防法
酒谷薫; 酒谷薫; 唐子顕児; 大山勝徳
日本脳神経外科認知症学会学術総会プログラム・抄録集, 2024

認知症スクリーニングのためのtNIRSと一般血液検査の活用（転載）
大山 勝徳; 酒谷 薫
BIO Clinica, Jan. 2024

機械学習による認知障害の予測 : 脳信号(NIRS)と全身性代謝(一般血液検査)の比較—Machine learning approaches to prediction of cognitive impairment : brain signals (NIRS) and systemic metabolism (general blood tests)—特集 人工知能の認知症分野への応用 : 利点と課題
大山 勝徳
Dementia Japan : 日本認知症学会誌 / 日本認知症学会誌編集委員会 編, Jan. 2024

AI、VRと統合医療 健診データのAI解析による認知症の早期発見と予防
酒谷 薫; 唐子 顕児; 胡 莉珍; 大山 勝徳
日本統合医療学会誌, Nov. 2023

認知症スクリーニングのためのtNIRSと一般血液検査の活用
大山 勝徳; 酒谷 薫
BIO Clinica, Jul. 2023

有病者における栄養因子を反映する慢性歯周炎パラメーターの検討
田部 進市; 中山 洋平; 山口 亜里彩; 鶴屋 祐人; 小林 良喜; 大山 勝徳; 北野 大輔; 荻原 淳; 泉福 英信; 小方 頼昌
日本歯周病学会会誌, Apr. 2023

人工知能の認知症分野への応用:利点と課題 認知症におけるAIリテラシー 臨床応用の利点と課題
酒谷 薫; 大山 勝徳; 胡 莉珍
老年精神医学雑誌, Nov. 2022

人工知能の認知症分野への応用:利点と課題 機械学習による認知障害の予測 脳信号(NIRS)と全身性代謝(一般血液検査)の比較
大山 勝徳; 酒谷 薫
老年精神医学雑誌, Nov. 2022

認知障害リスクと口腔内所見,内臓機能の関連性
酒谷 薫; 大山 勝徳; 胡 莉珍
老年精神医学雑誌, Nov. 2022

人工知能の認知症分野への応用:利点と課題 認知症におけるAIリテラシー 臨床応用の利点と課題
酒谷 薫; 大山 勝徳; 胡 莉珍
Dementia Japan, Oct. 2022

人工知能の認知症分野への応用:利点と課題 機械学習による認知障害の予測 脳信号(NIRS)と全身性代謝(一般血液検査)の比較
大山 勝徳; 酒谷 薫
Dementia Japan, Oct. 2022

認知障害リスクと口腔内所見,内臓機能の関連性
酒谷 薫; 大山 勝徳; 胡 莉珍
Dementia Japan, Oct. 2022

SPT期慢性歯周炎患者臨床パラメーターに反映する栄養因子の検討
田部 進市; 中山 洋平; 小林 良喜; 大山 勝徳; 北野 大輔; 荻原 淳; 泉福 英信; 小方 頼昌
日本歯周病学会会誌, Aug. 2022

一般血液検査データを用いた深層学習による脳萎縮度の推定
酒谷 薫; 大山 勝徳; 割澤 伸一
Dementia Japan, Oct. 2021

Message from Services Workshop Program Chairs
Fatos Xhafa; Katsunori Oyama
Proceedings - 2021 IEEE World Congress on Services, SERVICES 2021, 2021

Message from the DIKWN Workshop Chairs
Yucong Duan; Katsunori Oyama; Jia Zhang
Proceedings - 2021 IEEE World Congress on Services, SERVICES 2021, 2021

データ駆動型社会における統合医療 AI駆動の認知症マススクリーニング法
大山 勝徳
日本統合医療学会誌, Nov. 2020

深層学習を用いた一般血液生化学データによる認知症のマススクリーニング検査法の開発
酒谷 薫; 大山 勝徳; 胡 莉珍
Dementia Japan, Oct. 2019

1st IEEE services workshop on knowledge graph as a service (KGaaS 2019) Message from the Workshop Chairs
Yucong Duan; Katsunori Oyama
Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019, Jul. 2019

Deep Learning-Based Assessment of Cognitive Impairment in Elderly Using General Blood Test
Preprints with The Lancet, SSRN, 14 Feb. 2019, Not refereed, Not invited

Message from the HCSC 2018 Workshop Organizers
Moushumi Sharmin; Katsunori Oyama; Claudio Giovanni Demartini
Proceedings - International Computer Software and Applications Conference, 08 Jun. 2018, Not refereed, Invited

Message from HUMA Symposium Organizing Committee
James Oliver; Mu-Chun Su; Katsunori Oyama; Johnny Wong
Proceedings - International Computer Software and Applications Conference, 21 Sep. 2015, Not refereed, Invited

共同作業者間の発話パターンと脳波変動の共起頻度に基づくフォローの量の評価—Evaluation of Follows between Collaborative Workers Using Co-occurrence Rate of Utterance Pattern and EEG Changes—ライフインテリジェンスとオフィス情報システム
大山 勝徳; 渡邊 博之; 金子 正人
電子情報通信学会技術研究報告 = IEICE technical report : 信学技報, May 2013

協調学習者間の話者交替と精神作業負荷の時空間データマイニング—Spatio-temporal Data Mining on Turn-taking and Mental Workload between Collaborative Learners—第98回 ヒューマンインタフェース学会研究会 コミュニケーション支援および一般
大山 勝徳; 金子 正人; 武内 惇
ヒューマンインタフェース学会研究報告集, 2013

J-023 Visualization of Follows between Collaborative Workers by Time Series Analysis on Utterance Pattern and Brain Wave
大山, 勝徳; 金子, 正人; 武内, 惇
情報科学技術フォーラム講演論文集, 04 Sep. 2012

経験者の思考過程を用いたクラス抽出実験に関する報告
大山勝徳
組込みシステムシンポジウムESS2006論文集, 2006

ナレッジ階層に基づく概念化による思考過程支援の構想
大山勝徳
人工知能学会第8回セマンティックウェブとオントロジー研究会, 2004

概念体系を用いたオブジェクトの抽出手法—ソフトウェア工学 研究報告 テーマ:学生セッションおよび一般
大山 勝徳; 山口 猛; 金子 正人
情報処理学会研究報告 = IPSJ SIG technical reports, Mar. 2002

アルツハイマー病～発症メカニズムと新規診断法･創薬･治療開発～
酒谷 薫; 大山 勝徳; 胡 莉珍, Joint work, 一般血液検査データによる認知症リスク判定法の開発, 酒谷 薫,大山 勝徳,胡 莉珍
エヌ・ティー・エス, Aug. 2018, Not refereed
9781616928575

Handbook of Research on Ambient Intelligence and Smart Environments: Trends and Perspectives
Katsunori Oyama; Carl K. Chang; Simanta Mitra, Joint work, Inference of Human Intentions in Context Aware Systems, Katsunori Oyama; Carl K. Chang; Simanta Mitra
IGI Global, Jul. 2011, Not refereed
9781616928575

Event-related NIRS and EEG analysis for mental stress monitoring
L. Rahman; K. Oyama; A. Tsubaki; K. Sakatani
Annual Meeting of the International Society on Oxygen Transport to Tissue (ISOTT 2019), Aug. 2019, Not invited

無人航空機によるセンシングの効率化のためのウェイポイントルート探索手法
森田暁志; 大山勝徳; 見越大樹; 西園敏弘
計測自動制御学会 東北支部 第312回研究集会, Nov. 2017, The Society of Instrument and Control Engineers, Not invited

周辺土地の起伏量を考慮した３次元逆距離加重法による地上放射線量の推定
鬼川凌; 大山勝徳; 見越大樹; 西園敏弘
計測自動制御学会 東北支部 第312回研究集会, Nov. 2017, The Society of Instrument and Control Engineers, Not invited

Prediction of MMSE score using time-resolved near-infrared spectroscopy
Katsunori Oyama; Lizhen Hu; Kaoru Sakatani
45th Annual Meeting of the International Society on Oxygen Transport to Tissue (ISOTT2017), Aug. 2017, Not invited

無人航空機によるセンシングの広範囲化のためのウェイポイントルート探索
森田暁志; 大山勝徳; 見越大樹; 西園敏弘
計測自動制御学会制御部門マルチシンポジウム, Mar. 2017, 計測自動制御学会, Not invited

暗算課題における脳波と脳血流の特徴量の比較
大山勝徳; 西園敏弘
第58回日本大学工学部学術研究報告会, Dec. 2015, Not invited

Temporal Comparison between NIRS and EEG Signals during Mental Arithmetic Task Evaluated by Self-Organizing Map
Katsunori Oyama; Kaoru Sakatani
43rd Annual Meeting of the International Society on Oxygen Transport to Tissue (ISOTT2015), Jul. 2015, Not invited

無人航空機による農地と森林地帯の3 次元放射線量分布の可視化
大山勝徳; 小原卓也; 中村和樹; 若林裕之
第56 回日本大学工学部学術研究報告会, Dec. 2013, Not invited

ペアプログラミングを事例とするモバイル端末ユーザの精神作業負荷の可視化
大山 勝徳; 金子 正人; 武内 惇
ヒューマンインタフェース シンポジウム, Sep. 2013, ヒューマンインタフェース学会, Not invited

協調学習者間の話者交替と精神作業負荷の時空間データマイニング
大山 勝徳; 金子 正人; 武内 惇
電子情報通信学会 ヒューマンコミュニケーション基礎 研究会, May 2013, IEICE, Not invited

共同作業者間の話者交替と脳波変動のマルチモーダル対話解析
大山 勝徳; 渡邊 博之; 金子 正人; 武内 惇
情報処理学会 グループウェアとネットワークサービス研究会, May 2013, IPSJ, Not invited

コミュニティにおける討議活性化のための知識共有度の評価法に関する考察
今井勝大; 大山勝徳; 金子正人; 武内 惇; 薗田孝造
情報処理学会第75回全国大会, Mar. 2013, IPSJ, Not invited

CAPISモデルに基づく設計思考過程の継承に関する研究
安齊龍也; 大山勝徳; 金子正人; 武内 惇
平成24年度情報処理学会東北支部研究会, Feb. 2013, IPSJ, Not invited

グループ協調学習におけるチーム協調度の可視化に関する研究
大谷将; 大山勝徳; 金子正人; 武内 惇. 薗田孝造
平成24年度情報処理学会東北支部研究会, Feb. 2013, IPSJ, Not invited

FLVQを用いた音声感情認識に関する研究―長文における文節区分の有効性の評価―
二瓶俊也; 大山勝徳; 金子正人; 武内 惇. 薗田孝造
平成24年度情報処理学会東北支部研究会, Feb. 2013, IPSJ, Not invited

データマイニング手法によるシステム障害の兆候の検出法に関する研究
山﨑雄司; 大山勝徳; 金子正人; 武内 惇. 薗田孝造
平成24年度情報処理学会東北支部研究会, Feb. 2013, IPSJ, Not invited

脳波と発話パターンを用いたチームシチュエーションアウェアネスの提案
大谷将; 武内惇; 金子正人; 大山勝徳; 薗田孝造
第147回ヒューマンコンピュータインタラクション研究発表会, Mar. 2012, IPSJ, Not invited

A Report on the 18th Asia-Pacific Software Engineering Conference (APSEC2011)
Takayuki Omori; Katsunori Oyama; Shinpei Hayashi; Mikio Aoyama
175th Workshop on Software Engneering, Mar. 2012, IPSJ, Not invited

学生サービスシステムを事例とするSOAに基づくシステム構成法に関する研究―異常の兆候の「見える化」を実現する仕組み―
山崎雄司; 大山勝徳; 金子正人; 武内惇; 泉隆; 関根好文; 薗田孝造
情報処理学会第74回全国大会, Mar. 2012, Not invited

CAPISモデルにおける設計思考過程の継承に関する研究
安齊龍也; 武内惇; 大山勝徳
第15回 知識・技術・技能の伝承支援研究会, Mar. 2012, JSAI, Not invited

On Distributed Run-Time Software Evolution Driven by Stakeholders of Smart Home Development
Carl K. Chang; Hojun Jaygarl; Hua Ming
2nd International Symposium of Universal Communications, Dec. 2008, IEEE computer society, Not invited

設計思考過程を支援するCAPIS Webに関する一考察
飛内 拓弥; 八木沼 修; 薗田 孝造; 武内 惇; 藤本 洋
組込みソフトウェアシンポジウム (ESS '07), Oct. 2007, IPSJ, Not invited

ナレッジ階層に基づく信頼オントロジーによる地域情報網の実現に関する一考察
武内惇; 藤本洋
人工知能学会セマンティックウェブとオントロジー研究会, Jul. 2007, JSAI, Not invited

経験者の思考過程を用いたクラス抽出実験に関する報告
八木沼修; 武内惇; 藤本洋
組込みソフトウェアシンポジウム (ESS '06), Oct. 2006, IPSJ, Not invited

品質特性を考慮したUMLモデリングの思考過程表現に関する考察
武内惇; 藤本洋
組込みソフトウェアシンポジウム (ESS '05), Oct. 2005, IPSJ, Not invited

オブジェクト指向分析技術修得のためのETロボットコンテストへの取り組み
大谷芳寛; 武内惇; 藤本洋
組込みソフトウェアシンポジウム (ESS '05), Oct. 2005, IPSJ, Not invited

COM S 108X Applied Computer Programming II (Visual Basic course)
Iowa State University

2017 - Present
International Society on Oxygen Transport to Tissue (ISOTT)

Jan. 2017 - Present
The Society for Instrument and Control Engineers

Apr. 2013 - Present
Human Interface Society

Nov. 2009 - Present
IEEE Computer Society

Nov. 2009 - Present
IEEE

Mar. 2000 - Present
IPSJ (Information Processing Society of Japan)

A new screening method for mild cognitive impairment using a NIRS-based brain healthcare quotient
日本学術振興会, 科学研究費助成事業, Apr. 2022 - Mar. 2025
大山 勝徳

A new screening method for mild cognitive impairment using a Time-resolved NIRS-based brain atrophy quotient
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, 01 Apr. 2022 - 31 Mar. 2025
大山 勝徳; 谷川 ゆかり; 川口 拓之; 守屋 正道; 山田 亨; 酒谷 薫

対話時の脳波と脳血流の同時計測による脳活動の状態と沈黙の関連性の解明
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Apr. 2016 - Mar. 2018
大山 勝徳

遠隔共同作業者間の話者交替と脳活動の比較による意思疎通の失敗とその兆候の発見
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Apr. 2014 - Mar. 2016
大山 勝徳

特許第6845716号, 特開2018-149168, 特願2017-048625, 生体機能についての医学的検査の得点判定装置、及びプログラム
酒谷 薫, 大山 勝徳

特開2018-149168, 特願2017-048625, 生体機能についての医学的検査の得点判定装置、及びプログラム
酒谷 薫, 大山 勝徳

2017- 48625, 生体機能についての医学的検査の得点判定装置、及びプログラム
酒谷薫, 大山勝徳