卜令国，山东大学教授，博士生导师，齐鲁青年学者。长期从事脑机智能、AI健康评估技术、多模态数据融合、智能产品设计研发等方面的研究。现已发表CCF/SCI论文50余篇。山东省高等学校青年创新团队（团队名称：人因工程数据挖掘及脑机智能研究团队）负责人。山东大学-心语智能脑机接口联合实验室主任。基于多模态数据融合技术，研发可解释性AI算法，构建脑功能障碍患者康复进程的动态量化评估模型，并建立预后预测的智能化分析方法。面向人民生命健康需求，研发智能康复产品，并在山东大学齐鲁医院、伟众康复中心等机构完成临床验证。与山东大学齐鲁医院、国家康复辅具研究中心联合申报的课题获得中国康复医学会科学技术奖二等奖。面向国家智能制造与产业升级重大战略需求，基于多模态AI算法自主研发，构建工业互联网产品全生命周期智能监测系统，实现设备运行状态的智能感知与精准预警，并在中核集团、中船集团、中广核集团、中国铁建重工等企事业单位开展示范验证。申请和授权专利20余项。现为CCF人机交互专委会执委、CCF虚拟现实与可视化技术专委会执委、中国康复医学会脑机接口与康复专业委员会委员、中国人类工效学学会管理工效学专业委员会委员。主持国家自然科学基金项目、国防科技基础加强计划项目（课题负责人）、国家重点研发计划子课题、中国残联残疾人辅助器具专项课题、山东省自然科学基金项目及企业委托项目20余项。
课题组邀请2026年攻读博士和硕士学位的同学加入，同时欢迎喜欢科研工作的本科生加入。
电子邮箱：bulingguo@sdu.edu.cn
一作和通讯作者论文代表：
[31] Man Chu, Jing Qu, Tan Zou; Qinbiao Li, Lingguo Bu*, Yiran Shen, Design and evaluation of AR-based adaptive human-computer interaction cognitive training, International Journal of Human-Computer Studies, 2025, 199: 103504.（CCF - A类）
[30] Lingguo Bu*, Jing Qu, Junhang Ding, Chenyang Wang, Xinxin Li, Peihan Shi, An adaptive design approach for AIGC-based VR rehabilitation training systems, Journal of Engineering Design, 2025, 1-26.（中科院二区）
[29] Lingguo Bu*, Tan Zou, Yulin Zhang, Jing Qu, Zhengyi Lu, Yuqian Zhang, Si Li, Xin Wang, Dynamic Brain Function Tracking During Cognitive Tasks in Extreme Environments Using fNIRS, International Journal of Human–Computer Interaction, 2025, 1-14.（CCF - B类）
[28] Jing Qu, Lingguo Bu*, Zhongxin Chen, Yalu Jin, Lei Zhao, Shantong Zhu, Fenghe Guo, ArmVR: Innovative Design Combining Virtual Reality Technology and Mechanical Equipment in Stroke Rehabilitation Therapy, IEEE Transactions on Visualization and Computer Graphics, 2025.（CCF - A类）
[27] Xinyi Wang, Jing Qu, Lingguo Bu*, Shantong Zhu, Investigating Virtual Reality for Alleviating Human-Computer Interaction Fatigue: A Multimodal Assessment and Comparison with Flat Video, IEEE Transactions on Visualization and Computer Graphics, 2025.（CCF - A类）
[26] Jing Qu, Yijun Du, Jing Jing, Jie Wang, Lingguo Bu*, Yonghui Wang*, Short-Term Longitudinal Study on Brain Network Informatics of Stroke Patients Under Acupuncture and Motor Imagery Intervention, IEEE Journal of Biomedical and Health Informatics, 2025.（中科院二区TOP）
[25] Jing Qu, Lingguo Bu*, Lei Zhao, Yonghui Wang*, A training and assessment system for human-computer interaction combining fNIRS and eye-tracking data, Advanced Engineering Informatics, 2024, 62: 102765.（中科院一区TOP）
[24] Zeqiang Li, Yang Zhao, Yanjie Zhang, Xinxin Li, Lingguo Bu*, A novel transformer-enhanced and acoustic-based approach for wind turbine blade fault detection with integrated system implementation, Journal of Engineering Design, 2025, 36.5-6: 642-671.（中科院二区）
[23] Jing Qu, Lizhen Cui, Wei Guo, Lingguo Bu*, Zhenya Wang*, Development of a novel machine learning-based approach for brain function assessment and integrated software solution, Advanced Engineering Informatics, 2024, 60: 102461.（中科院一区TOP）
[22] Jing Qu, Shantong Zhu, Yiran Shen, Yanjie Zhang, Lingguo Bu*, Understanding the impact of longitudinal vr training on users with mild cognitive impairment using fNIRS and behavioral data, IEEE Conference Virtual Reality and 3D User Interfaces, 2024, 568-78.（CCF - A类）
[21] Jing Qu, Wenxiu Wang, Xipei Ren, Yuzi Zhang, Lingguo Bu*, Lei Liu*, Embodied Neuromorphic Intelligence in Healthcare: Evaluating Pose-Matching Interaction Using fNIRS and Behavioral Data, IEEE Internet of Things Journal, 2024.（中科院二区TOP）
[20] Tan Zou, Ning Liu, Wenfeng Wang, Qinbiao Li, Lingguo Bu*, Longitudinal assessment of the effects of passive training on stroke rehabilitation using fNIRS technology, International Journal of Human-Computer Studies, 2024, 183: 103202.（CCF - A类）
[19] Jing Qu, Yanjie Zhang, Lingguo Bu*, Functional near-infrared spectroscopy in the assessment of rehabilitation efficacy of virtual reality products for people with cognitive disorders, International Journal of Industrial Ergonomics, 2023, 97: 103500.（中科院二区）
[18] Jing Qu, Yinuo Zhang, Weizhong Tang, Wenming Cheng, Yu Zhang, Lingguo Bu*, Developing a virtual reality healthcare product based on data-driven concepts: A case study, Advanced Engineering Informatics, 2023, 57: 102118.（中科院一区）
[17] Tian Su, Zixing Ding, Lizhen Cui, Lingguo Bu*, System Development and Evaluation of Human-Computer Interaction Approach for Assessing Functional Impairment for People with Mild Cognitive Impairment: A Pilot Study, International Journal of Human–Computer Interaction, 2024, 40(8), 1906-1920.（CCF - B类）
[16] Yang Zhao, Yanjie Zhang, Zeqiang Li, Lingguo Bu*, Su Han*, AI-enabled and multimodal data driven smart health monitoring of wind power systems: A case study, Advanced Engineering Informatics, 2023, 56: 102018.（中科院一区TOP）
[15] Lingguo Bu*, Jing Qu, Lei Zhao, Yanjie Zhang, Yonghui Wang*, A neuroergonomic approach to assessing motor performance in stroke patients using fNIRS and behavioral data, Applied Ergonomics, 2023, 109: 103979.（中科院二区）
[14] Lei Zhao*, Yufei Zhao, Lingguo Bu*, Haoran Sun, Wanzhi Tang, Kun Li, Wei Zhang, Weizhong Tang, Yu Zhang, Design Method of a Smart Rehabilitation Product Service System Based on Virtual Scenarios: A Case Study, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 31, 4570-4579.（中科院二区）
[13] Xin Yuan, Qinbiao Li, Yeqin Gao, Heshan Liu*, Zhijun Fan*, Lingguo Bu*, Age-related changes in brain functional networks under multisensory-guided hand movements assessed by the functional near–infrared spectroscopy, Neuroscience Letters, 2022, 781: 136679.（中科院四区）
[12] Jing Qu, Lizhen Cui, Wei Guo, Xipei Ren, Lingguo Bu*, The Effects of a Virtual Reality Rehabilitation Task on Elderly Subjects: An Experimental Study Using Multimodal Data, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 30, 1684-1692.（中科院二区）
[11] Zilin Wang, Lizhen Cui, Wei Guo, Lei Zhao, Xin Yuan, Xiaosong Gu, Weizhong Tang, Lingguo Bu*, Weiming Huang*, A design method for an intelligent manufacturing and service system for rehabilitation assistive devices and special groups, Advanced Engineering Informatics, 2022, 51: 101504.（中科院一区TOP）
[10] Lei Zhao*, Haoran Sun, Fei Yang, Zilin Wang, Yufei Zhao, Weizhong Tang, Lingguo Bu*, A multimodal data driven rehabilitation strategy auxiliary feedback method: a case study, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, 30, 1181-1190.（中科院二区）
[9] Lingguo Bu*, Yanjie Zhang, Heshan Liu, Xin Yuan, Jia Guo, Su Han, An IIoT-driven and AI-enabled framework for smart manufacturing system based on three-terminal collaborative platform, Advanced Engineering Informatics, 2021, 50: 101370.（中科院一区TOP）
[8] Qinbiao Li, Kam K.H. Ng, Zhijun Fan, Xin Yuan, Heshan Liu*, Lingguo Bu*, A human-centred approach based on functional near-infrared spectroscopy for adaptive decision-making in the air traffic control environment: A case study, Advanced Engineering Informatics, 2021, 49: 101325.（中科院一区TOP）
[7] Guo Jia, Guiyi Zhang, Xin Yuan, Xiaosong Gu, Heshan Liu*, Zhijun Fan*, Lingguo Bu*, A synthetical development approach for rehabilitation assistive smart product–service systems: A case study, Advanced Engineering Informatics, 2021, 48: 101310.（中科院一区TOP）
[6] Lei Zhao *, Fei Yang, Lingguo Bu*, Su Han, Guoxin Zhang, Ying Luo, Driver behavior detection via adaptive spatial attention mechanism. Advanced Engineering Informatics, 2021, 48: 101280.（中科院一区TOP）
[5] Nieqiang Zhang, Xin Yuan, Qinbiao Li, Zilin Wang, Xiaosong Gu, Jiabin Zang, Ruhong Ge, Heshan Liu*, Zhijun Fan*, Lingguo Bu*, The effects of age on brain cortical activation and functional connectivity during video game-based finger-to-thumb opposition movement: A functional near-infrared spectroscopy study, Neuroscience Letters, 2021, 746: 135668.（中科院四区）
[4] Lingguo Bu, Chun-Hsien Chen, Kam K.H. Ng*, Pai Zheng*, Guijun Dong, Heshan Liu, A user-centric design approach for smart product-service systems using virtual reality: A case study, Journal of Cleaner Production, 2021, 280: 124413.（中科院一区TOP）
[3] Lingguo Bu, Chun-Hsien Chen, Geng Zhang*, Bufan Liu, Guijun Dong, Xin Yuan, A hybrid intelligence approach for sustainable service innovation of smart and connected product: A case study, Advanced Engineering Informatics, 2020, 46: 101163.（中科院一区TOP）
[2] Lingguo Bu, Ning Xu, Yonghui Wang* and Heshan Liu, Decreased low-frequency brain effective connectivity in seafarers during voyages: a functional near-infrared spectroscopy study, Physiological measurement, 2020, 41(9): 095003.（中科院四区）
[1] Lingguo Bu, Congcong Huo, Yuexia Qin, Gongcheng Xu, Yonghui Wang* and Zengyong Li, Effective Connectivity in Subjects With Mild Cognitive Impairment as Assessed Using Functional Near-Infrared Spectroscopy, American Journal of Physical Medicine & Rehabilitation, 2019, 98 (6),429-445.（中科院四区）
主持的部分科研项目：
[16] 多源数据驱动的VR康复训练产品评估与创新设计方法研究，国家自然科学基金青年科学基金项目，2023/01/01-2025/12/31
[15] 多感觉通道刺激及环境因素对人体运动和认知行为的影响, 国家重点研发计划子课题，2023/12/01-2026/11/30
[14] ******研究, GF纵向项目，2023/01/01-2025/10/31
[13] 康复功效导向的VR产品设计方法研究，山东省自然科学基金青年基金项目，2023/01/01-2025/12/31
[12] 多源数据驱动的自闭症儿童康复功效量化评估与VR 康复系统研发, 中国残联课题，2023/12/15-2025/06/14
[11] VR-EEG-HRV联合驱动的脑机接口训练系统场景开发, 联合实验室开发项目，2025/06/17-2026/06/16
[10] 智能物联制造网络实时监控与分析系统, 工业软件产学研项目，2025/06/10-2026/06/09
[9] *****开发, GF外协课题，2023/09/25-2025/09/30
[8] 基于BIM数据挖掘的数据可视化关键技术研究咨询, 产学研项目，已结题
[7] 山西艾特科创风电有限责任公司风机叶片健康管理平台研发服务项目, 工业软件产学研项目，2022/06/30-2025/12/31
[6] VR手功能康复设备人机交互系统设计研发，已结题
[5] VR上肢康复训练产品设计研发/横向科研项目，已结题
[4] 近红外脑功能数据分析，已结题
[3] ****优化研究/山东大学军民融合交叉学科项目，已结题
[2] Modelling Anthropometric Data of Asian Human Ears/新加坡南洋理工大学合作项目，已结题
[1] 山东大学齐鲁青年学者项目，2021/03-2026/03
