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NAKATA TakuyaCenter for Mathematical and Data SciencesAssistant Professor
Research activity information
■ Award- Aug. 2025 サービスコンピューティング(SC)研究会, 若手奨励賞, 浴室の清潔度評価に向けた自動ふろ配管洗浄ログによる最終入浴後清掃行動の推定
- Jun. 2025 30th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Summer II), Best Paper Award, Fostering Organizational Collective Intelligence from Human-Generative AI Interaction
- Jun. 2025 30th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Summer II), Best Special Session Organizer
- Aug. 2026, 34th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2026)Estimating Individual Optimal Leisure Activities Based on Lifelog Data and Self-Assessed Happiness[Refereed]
- Aug. 2026, 34th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2026)Evaluating Feasibility of Llm for Quantitative Assessment of Clock Drawing Test[Refereed]
- Aug. 2026, 34th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2026)Picture Diary Generation Service Using Visual Images for Elderly Memory Support[Refereed]
- Aug. 2026, 34th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2026)Visualizing Older Adults’ Social Connections Using a VA Listening Service[Refereed]
- Jul. 2026, The Seventeenth International Conference on Information, Intelligence, Systems and Applications (IISA 2026)Application and Evaluation of Multiple Optimization Algorithms for the Fire Station Relocation Problem[Refereed]
- Jul. 2026, Human Aspects of IT for the Aged Population, Proceedings, Part III, 16736, 106 - -121YOLO-Based Object Presence Detection Method for an Anti-forgetfulness System Supporting Belonging Management in Older Adults[Refereed]
- Jul. 2026, HCI International 2026 Posters, 3051, 414 - 424Constructing Scheduled Home Automation with LLM Agent for Supporting Elderly Living Alone[Refereed]
- Jul. 2026, The Seventeenth International Conference on Information, Intelligence, Systems and Applications (IISA 2026)A SECI-Based Multi-Agent Framework for Transforming Generative-AI Interaction Logs into Collective Intelligence[Refereed]
- Lead, Jul. 2026, Artificial Intelligence in HCI, Proceedings, Part III, 16745, 124 - -141[Refereed]
- IGI Global Scientific Publishing, Jun. 2026, International Journal of Software Innovation, 14(1) (1), 1 - 26
Recent advancements in generative artificial intelligence have enabled its use for problem-solving across various fields. However, its effectiveness heavily depends on users' prompting ability, often limiting its potential. Additionally, valuable dialogue logs are frequently left unused. This study proposes a service that scores dialogue logs with generative artificial intelligence, accumulating and sharing them as contextualized problem-solving cases. The service was deployed within an organization for evaluation. Results revealed that the proposed service contributes to operational efficiency and promotes knowledge sharing. In a one-year experiment, 24 members accumulated 90 cases, and survey results indicated high satisfaction with the problem-solving support provided.
[Refereed]Scientific journal - Lead, Jun. 2026, Proceedings of the 2026 International Conference on Advanced Visual Interfaces (AVI2026), (82) (82), 1 - 3From Answer to Audio: Visual Traceability for AI-Assisted Meeting Retrieval[Refereed]
- Mar. 2026, ISG's 15th World Conference of GerontechnologyA Study on Visualizing Social Connections of Older Adults Using a VA Listening Service[Refereed]
- Lead, Mar. 2026, Gerontechnology, 25(s), 1 - 1Conversational RAG System Using Practical Dementia Care Knowledge[Refereed]International conference proceedings
- Dec. 2025, 33rd IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Winter), 6 - 6Proposal of Online Circle Services for Resolving Loneliness and Isolation of older adults - Utilization of Virtual Agent -[Refereed]
- Dec. 2025, 33rd IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Winter)Proposal for a Cognitive Self-Assessment Support Service for the Elderly Using Meal Records[Refereed]
- Dec. 2025, 33rd IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Winter)A Method for Reducing Loneliness in Older Adults Through Empathetic Responses Based on Conversational History[Refereed]International conference proceedings
- Nov. 2025, 2025 IEEE International Conference on Emerging Innovation and Digital Technology (ICEIDT)Browser-Native Edge AI for Healthcare Digital Transformation: A Lightweight Multimodal Memory Twin Framework[Refereed]International conference proceedings
- Nov. 2025, 8th International Conference on Signal Processing and Information Security (ICSPIS), 1 - 6Anotoki Camera: A Memory Support System Based on Egocentric Image Archiving and Retrieval[Refereed]International conference proceedings
- Lead, Nov. 2025, Electronics, 14(21: 4336) (21: 4336)[Refereed]Scientific journal
- Jun. 2025, 30th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Summer II), 581 - 586Recognizing and Recording Grasped Objects for Assisting Elderly at Home to Find Missing Items[Refereed]International conference proceedings
- Jun. 2025, 29th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Summer I), 100 - 105Proposal of a Memory Support System Utilizing First-Person Perspective Snapshots for Older Adults[Refereed]International conference proceedings
- Jun. 2025, 30th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Summer II), 557 - 562Evaluating the Effects of Private EMS Through Urgency-Aware Emergency Simulation[Refereed]International conference proceedings
- Jun. 2025, 30th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Summer II)Fostering Organizational Collective Intelligence from Human-Generative AI Interaction[Refereed]International conference proceedings
- Lead, May 2025, 2025 7th International Conference on Software Engineering and Computer Science (CSECS2025), 108 - 113LLM-Driven Automatic Knowledge Transfer for Promoting Organizational Software Upcycling[Refereed]International conference proceedings
- Lead, Mar. 2025, EnglishDesign and Implementation of Service Infrastructure for Interactive Personalization in Smart SystemsDoctoral thesis
- Lead, Dec. 2024, International Journal of Networked and Distributed Computing (IJNDC), 13(1: Article 5) (1: Article 5)[Refereed]Scientific journal
- Lead, Nov. 2024, ソフトウェア工学の基礎ワークショップ FOSE2024, 205 - 206Implementation of Chatbot for Automatic User Needs Extraction in Web Application[Refereed]Symposium
- Lead, Oct. 2024, Sensors, 24(21: 6814) (21: 6814)[Refereed]Scientific journal
- Jul. 2024, The 2024 IEEE International Conference on Industry 4.0, Artificial Intelligence and Communications Technology (IAICT'2024), 66 - 72Study of Promoting Energy Saving Behavior in Homes with Personalized Adaptive Interaction[Refereed]International conference proceedings
- Jul. 2024, The 2024 IEEE International Conference on Industry 4.0, Artificial Intelligence and Communications Technology (IAICT'2024), 26 - 32Proposing a Personalized Quiz Service for Assisting Self-Evaluation of Elderly Cognitive Memory[Refereed]International conference proceedings
- Lead, Jul. 2024, Proceedings of 22nd IEEE/ACIS International Conference on Software Engineering, Management and Applications (SERA 2024), 193 - 198A Study of Efficient Needs-Based Service Development Using Software Upcycling[Refereed]International conference proceedings
- Lead, Jan. 2024, Proceedings of International Conference on Green and Human Information Technology 2024 (ICGHIT20204), 355 - 358Exploring a Unified Service Data Model for Needs-Based Service Recommendations[Refereed]International conference proceedings
- Lead, Dec. 2023, Computer Science & Information Technology (CS & IT), 13(24) (24), 21 - 33Employing Large Language Models for Dialogue-based Personalized Needs Extraction in Smart Services[Refereed]International conference proceedings
- Lead, Sep. 2023, Information, 14(9: 518) (9: 518)[Refereed]Scientific journal
- Lead, Jul. 2023, HIMI 2023, Held as Part of the 25th HCI International Conference, HCII 2023, LNCS 14016, 139 - 153Dialogue-Based User Needs Extraction for Effective Service Personalization[Refereed]International conference proceedings
- Lead, Nov. 2022, Proceedings of 2022 International Conference on Data and Software Engineering (ICoDSE), 6 - 11A Study of Case Sharing System for Efficient and Innovative Software Upcycling[Refereed]International conference proceedings
- Lead, Nov. 2022, ソフトウェア工学の基礎ワークショップ FOSE2022, 227 - 228Preliminary Evaluation of Case Knowledge Base for Efficient Software Upcycling[Refereed]Symposium
- Lead, Jun. 2022, 8th International Conference, ITAP 2022, Held as Part of the 24th HCI International Conference, HCII 2022, LNCS 13325, 193 - 207Integrating Uni-messe and FIWARE for Low-Code Development of Complex Context-Aware Applications[Refereed]International conference proceedings
- Lead, IEEE, Mar. 2022, 2022 16th European Conference on Antennas and Propagation (EuCAP), 1 - 3[Refereed]International conference proceedings
- Lead, Feb. 2022, Energies, 15(5: 1729) (5: 1729)[Refereed]Scientific journal
- 2022, IAC 2022 congress proceedings, 73rd International Astronautical Congress (IAC)Development of MMIC for Three Dimensional Phased Array Antenna[Refereed]
- Lead, Nov. 2021, 22nd IEEE-ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel Distributed Computing (SNPD2021), 267 - 272Developing Event Routing Service to Support Context-Aware Service Integration[Refereed]International conference proceedings
- Lead, Nov. 2021, 22nd IEEE-ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel Distributed Computing (SNPD2021), 8 - 14Characterizing Smart Systems with Interactive Personalization[Refereed]International conference proceedings
- Jul. 2026, IEICE Technical Report, 126(129,SC2026-13) (129,SC2026-13), 18 - -23A Structuring Method for Disaster Memorial Monument Data Toward Historical Disaster Risk Information Utilization
- Jul. 2026, 電子情報通信学会技術研究報告, 126(125, SS2026-34) (125, SS2026-34), 199 - 205Development of a Cross-Service Multi-Camera System for In-Home
- Jul. 2026, IEICE Technical Report, 126(125) (125), 185 - 191Interactive Visualization for Supporting Decision-Making in the Fire Station Relocation Problem
- Jul. 2026, IEICE Technical Report, 126(125, SS2026-33) (125, SS2026-33), 192 - 198Checking Older Adults' Health Condition Using Face-based Emotion Analysis and Spoken-Dialogue Agent
- May 2026, IEICE Technical Report, 126(44, SC2026-05) (44, SC2026-05), 39 - 46Implementation of a Presentation Interface and Evaluation of a Food Allergy Information Integration Service Tailored to Individuals
- May 2026, 電子情報通信学会技術研究報告, 126(44, SC2026-5) (44, SC2026-5), 33 - 38A Multi-Agent System for Originating Emergent Problem Solving through Human-AI Collaboration
- Mar. 2026, 電子情報通信学会技術研究報告(Web), 125(375) (375), 168 - 175Evaluating feasibility of LLM for quantitative assessment of clock drawing test
- Mar. 2026, IEICE Technical Report, 125(375) (375), 52 - 58Egocentoric Snapshot-based Diary Generation Service for Elderly Memory Support
- Mar. 2026, IEICE Technical Report, 125(375) (375), 44 - 51Visualizing social connections of elderly people through conversational virtual agents
- Mar. 2026, IEICE Technical Report, 125(423) (423), 52 - 59Development of “Motteko,” a Personal Preparation Support Service to Prevent Forgotten Belongings When Going Out
- Mar. 2026, IEICE Technical Report, 125(400, SC2025-48) (400, SC2025-48), 48 - 54Implementation of GORRS, a Grasped Object Recognition and Recording Service for Preventing Forgetting Object Locations
- Mar. 2026, 34th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2026), 125(375,LOIS2025-70) (375,LOIS2025-70), 126 - 131Estimating Individual Optimal Leisure Activities Based on Lifelog Data and Self-Assessed Happiness
- Mar. 2026, IEICE Technical Report, 125(423) (423), 45 - 51Personalized Home Automation Service Supporting Elderly People Living Alone~Requirement Extraction via Dialogue and Control Schedule Generation ~
- Mar. 2026, IEICE Technical Report, 125(400, SC2025-44) (400, SC2025-44), 24 - 27Applicability Evaluation of an Estimation Formula for Geotechnical Parameters Using the MLIT Data Platform
- Mar. 2026, IEICE Technical Report, 125(400,SC2025-43) (400,SC2025-43), 18 - 23Toward Data-Driven Historical Natural Hazard Risk Assessment Using Disaster Memorial Monument Data
- Mar. 2026, 電子情報通信学会技術研究報告, 125(400) (400), 35 - 40Experimental Evaluation of Ecowiz, Personalized Adaptive System for Promoting Energy-Saving Behaviors Based on User Needs
- Mar. 2026, IEICE Technical Report, 125(423, KBSE2025-59) (423, KBSE2025-59), 37 - 44Field Trial of MemoMeal: A Self-Assessment Service for Cognitive Memory Abilities Using Meal Records Among Older Adults
- Mar. 2026, IEICE Technical Report, 125(400, SC2025-47) (400, SC2025-47), 41 - 47Checking Elderly Health Condition Using Face-based Emotion Analysis and Spoken-Dialogue Agent
- Mar. 2026, IEICE Technical Report, 125(400) (400), 28 - 34Application and Evaluation of Multiple Optimization Algorithms for the Fire Station Relocation Problem
- Dec. 2025, 電子情報通信学会技術研究報告, 125(302, RCS2025-188) (302, RCS2025-188), 25 - 30リアルタイム無線環境モニタリングに向けた周波数適応型閾値設定アルゴリズムの提案
- Nov. 2025, FOSE2025 第32回ソフトウェア工学の基礎ワークショップ・ポスター発表Development of an Allergy Information Registration and Integration Service Supporting Individuals with Food Allergies
- Nov. 2025, FOSE2025 第32回ソフトウェア工学の基礎ワークショップ・ポスター発表SECIモデルを応用した生成AIとの対話ログの集合知化
- Nov. 2025, FOSE2025 第32回ソフトウェア工学の基礎ワークショップ・ポスター発表Explainable RAG for Cross-Meeting Search on Design Meeting Audio
- Sep. 2025, IEICE Technical Report, 125(169, LOIS2025-15) (169, LOIS2025-15), 27 - 34Implementation and Evaluation of "Anotoki Camera": A Memory Support System Based on Egocentric Image Archiving and Retrieval
- Sep. 2025, 電子情報通信学会技術研究報告, 125(169, LOIS2025-11) (169, LOIS2025-11), 1 - 7食事記録を活用した高齢者の認知自己評価支援サービスの提案
- Aug. 2025, 若手奨励賞Estimating Cleaning Behavior for Bathroom Hygiene Evaluation Using Automatic Pipe Cleaning Logs
- Jul. 2025, サービスコンピューティング研究会(SC)・ポスター発表SECIモデルを基にした生成AIとの対話ログによる集合知醸成:マルチエージェント自動化の検討
- Jul. 2025, サービスコンピューティング研究会(SC)・ポスター発表Virtual AI Agents : From Needs to Service Delivery
- Jul. 2025, IEICE Technical Report, 125(139) (139), 44 - 49An Empirical Study on Enhancing the Reusability of Generative AI Logs through Contextual Information
- Jul. 2025, IEICE Technical Report, 125(139, ICM2025-12,SC2025-21(2025-08)) (139, ICM2025-12,SC2025-21(2025-08)), 38 - 43Estimating Cleaning Behavior for Bathroom Hygiene Evaluation Using Automatic Pipe Cleaning Logs
- Jul. 2025, IEICE Technical Report, 125(115) (115), 031 - 036Design and prototyping of image recognition functionality for lost-and-found services
- Jul. 2025, IEICE Technical Report, 125(118, LOIS2025-10) (118, LOIS2025-10), 41 - 46AMethod of Household-Adaptive Showering Estimation Based on Personal Washing Time Data
- Jun. 2025, 30th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Summer II)Best Special Session Organizer
- Jun. 2025, 30th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Summer II), 124(245 SC2024-32) (245 SC2024-32), 563 - 568Estimating Health Condition Using Facial Emotion Recognition
- Mar. 2025, IEICE Technical Report, 124(444, LOIS2024-86) (444, LOIS2024-86), 85 - 92Research on an Allergy Information Registration and Integration Service Supporting Individuals with Food Allergies
- Mar. 2025, IEICE Technical Report, 124(444, LOIS2024-87) (444, LOIS2024-87), 93 - 100Object Grasp Recognition Service to Prevent Elderly People from Forgetting Where They Left Objects
- Mar. 2025, IEICE Technical Report, 124(444, LOIS2024-89) (444, LOIS2024-89), 109 - 115Evaluation of a service to accumulate and share problem-solving cases based on dialogue logs with the generative AI
- Mar. 2025, IEICE Technical Report, 124(444, LOIS2024-85) (444, LOIS2024-85), 77 - 84Development and Evaluation of Estimating Health Condition Using Facial Emotion Recognition
- Mar. 2025, IEICE Technical Report, 124(429,SS2024-64) (429,SS2024-64), 121 - 127Proposal for a Lost-and-Found Service for the Elderly Using Image Recognition and Spoken Dialogue
- Jan. 2025, 情報処理学会/ソフトウェア工学研究会ウィンターワークショップ2025・イン・下関生成AIとの対話ログによる集合知の評価手法の検討
- Jan. 2025, IPSJ/SIGSE Winter Workshop 2025 in ShimonosekiChallenges in Automated Service Provision to Users by AI
- Nov. 2024, 若手奨励賞骨格と物体の相対位置関係に基づくペットの宅内行動認識手法の検討
- Nov. 2024, 電子情報通信学会技術研究報告, 124(245, SC2024-39) (245, SC2024-39), 102 - 107骨格と物体の相対位置関係に基づくペットの宅内行動認識手法の検討
- Nov. 2024, IEICE Technical Report, 124(245 SC2024-23) (245 SC2024-23), 1 - 6Fostering Collective Intelligence within the Organization by Accumulating and Sharing Dialogue Logs with the Generative AI
- Nov. 2024, IEICE Technical Report, 124(245 SC2024-23) (245 SC2024-23), 1 - 6, JapaneseDesign and Implementation of Smart Systems with Interactive Personalization
- Aug. 2024, 電子情報通信学会技術研究報告, 124(160) (160), 25 - 30A Study of service improvements for promoting energy-saving behaviors
- Jun. 2024, IEICE Technical Report, 124(71 SC2024-12) (71 SC2024-12), 65 - 70A Study of Software Upcycling Case Automatic Accumulation Method
- Jun. 2024, IEICE Technical Report, 124(71, SC2024-13) (71, SC2024-13), 71 - 76A Study of VA Energy-Saving Behavior Promotion Services Based on Personal Power Consumption Data
- Mar. 2024, IEICE Technical Report, 123(429, LOIS2023-54) (429, LOIS2023-54), 33 - 38Research on Individualized Adaptive Quiz Service to Support Self-Assessment of Cognitive Memory Abilities in the Elderly
- Mar. 2024, IEICE Technical Report, 123(414 SS2023-50) (414 SS2023-50), 7 - 12Exploring Software Upcycling Methods to Support Effective Need Fullfillment Service Development
- Feb. 2024, 第5回次世代ソフトウェアエコシステムワークショップEvaluation of Software Upcycling Case Sharing System and Future Prospects
- Nov. 2023, IEICE Technical Report, 123(271 SC2023-27) (271 SC2023-27), 57 - 62Towards Standardized Data Model for Service Recommendation Based on User Needs
- Nov. 2023, FOSE2023 第30回ソフトウェア工学の基礎ワークショップ・ポスター発表Exploring Software Upcycling Methods to Support Need-Fulfillment Service Development
- Jul. 2023, IEICE Technical Report, 123(124 KBSE2023-30) (124 KBSE2023-30), 104 - 109Extracting User Needs for Personalized Smart Services Using Dialogue Agent with LLM
- Mar. 2023, IEICE Technical Report, 122(432 SS2022-72) (432 SS2022-72), 151 - 156Development and Evaluation of Case Knowledge Base for Software Upcycling
- Jan. 2023, IEICE Technical Report, 122(345 KBSE2022-45) (345 KBSE2022-45), 13 - 18Using Speech Dialogue Agent to Extract User Needs for Service Personalization
- Dec. 2022, 第4回次世代ソフトウェアエコシステムワークショップImplementation and Preliminary Evaluation of Case Knowledge Base for Efficient Software Upcycling
- Mar. 2022, 第3回次世代ソフトウェアエコシステムワークショップ・ポスター発表A Study of Knowledge Base for Facilitating Material Discovery in Software Upcycle
- Mar. 2022, IEICE Technical Report, 121(437 SC2021-47) (437 SC2021-47), 71 - 74A Study of Case Sharing System for Efficient Software Upcycle
- Jan. 2022, IEICE Technical Report, 121(318 SS2021-27) (318 SS2021-27), 52 - 57Study of Low-Code Development of Heterogeneous Data Integration and Visualization Using FIWARE
- Jan. 2022, IEICE Technical Report, 121(318 SS2021-28) (318 SS2021-28), 58 - 63Efficient Development of Context-Aware Applications by Integrating Uni-messe and FIWARE
- Aug. 2021, IEICE Technical Report, 121(157 SC2021-16) (157 SC2021-16), 32 - 37Developing Event Routing Service to Support Context-Aware Service Integration
- Jan. 2021, IEICE Technical Report, 120(324,LOIS2020-38) (324,LOIS2020-38), 93 - 99Characterizing Smart Systems with Interactive Personalization
■ Research Themes
- Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (A), Kobe University, Apr. 2025 - Mar. 2029, CoinvestigatorHealthy Memory Twin: Smart System Exploiting Own Data for Memory Impairment
- 一般財団法人日本建設情報総合センター, JACIC研究助成, Sep. 2026 - Nov. 2027, Coinvestigator not use grantsLLMを活用した災害伝承解析による対話型防災教育AIの開発
- 日本学術振興会, 科学研究費助成事業, 研究活動スタート支援, 神戸大学, Jul. 2025 - Mar. 2027会議に潜む創発的アイデアを活かす:AIを用いたソフトウェア開発上流工程の支援手法
- 公益財団法人 立石科学技術振興財団, 研究助成(C), Apr. 2024 - Mar. 2025, Principal investigatorサービス動的個人適応に向けた対話型ユーザニーズ外化システムの研究開発
