About Us About Us

About Us

Exploring the potential of digital technologies,
supporting innovations in teaching and learning, and improving
the quality and equity of future education

Yu Jin

College of Education for the Future, BNU
Jinyu@bnu.edu.cn
Personal Profile
Jin Yu, Lecturer at the School of Future Education, Beijing Normal University (Zhuhai Campus). My research interests and directions are based on data analysis methods and algorithms, exploring problems in interdisciplinary research fields, and seeking the integration of mathematics and interdisciplinary research. My research content includes analyzing mental health data and building predictive models, exploring relevant factors using network analysis, conducting in-depth research on biomedical issues using non-linear analysis and machine learning methods, and studying educational technology issues using mathematical statistical models. I have published over 20 SCI papers as the first author/co-first author and have received the Beijing Normal University Young Teacher Teaching Reform Project, as well as participated in multiple provincial and national-level projects. I am responsible for preparing for the Zhuhai Campus Mathematical Modeling Competition and have guided students to win dozens of national and provincial awards.
Research Field
Medical statistics, epidemiological research, and learning analytics.
Recruiting Master/PhD students
Recruiting Master's degree students in Applied Statistics and Mathematics Education.
  • Teaching Practice

    Preliminary Calculus
    Mathematical Models
  • Research Projects

    [1] National and foreign special projects, national level, research and teaching reform exploration on artificial intelligence and future education frontiers, 2021-09 to 2022-08;
    [2] Guangdong Province Educational Science Planning Issues, Hall Level, Internet + International Education: Research on Autonomous Learning and New Competency Development for College Students, 2021-09 to 2023-08;
    [3] Pearl Sea City High-end Academic Exchange Funding Project, Municipal Level, 2022 International Conference on Smart Education in the Greater Bay Area-Future Smart Education "People Oriented", 2022-09 to 2023-09;
    [4] Beijing Normal University 2022 Youth Teacher Teaching Development Fund Project, school level, exploration and reform of the teaching model of the "Mathematical Modeling" course based on the actual combat concept, 2022-2023 (project leader)
  • Academic Achievements

    Papers

    [1] 杰勒米·诺克斯,崔新,金俞,孙波.大数据、人工智能与未来学习[J].中国教育信息化,2022,28(02):5-12.;

    [2] 马克·约翰逊,金俞,崔新,孙波.人工智能与未来教育评价[J].中国教育信息化,2022,28(07):3-9.;

    [3] Jin Y#, Sha S, Cheung T, Su ZH, Xiang YT*. 2022. Network comorbidity between depression and anxiety among clinicians in public hospitals during the late stage of the COVID-19 pandemic in China. Journal of Affective Disorders.;

    [4] Jin Y, Sun HL, Lam SC, Su ZH, Hall B, Cheung T*, Qin MZ, Ng Chee, Xiang YT*. 2021.Network analysis of depressive symptoms among older adults in Hong Kong during the COVID-19 pandemic. International Journal of Biological Sciences.;

    [5] Cheung T#, Jin Y#, Liu R, Zhang Q, Zhang L, Lan S, Su ZH, Hall B, Xiang YT*. 2021. Network analysis of depressive symptoms in Hong Kong residents during the COVID-19 pandemic. Translational Psychiatry.;

    [6] Jin Y#, Li Y#, Li XY, Zhao YJ, Cheung T, Ungvari G, Li M, An FR, Xiang YT*. 2021. Prevalence of fatigue and its association with quality of life among frontline clinicians in ophthalmology or otolaryngology departments during the COVID-19 pandemic. Frontiers in Psychiatry.;

    [7] Zhao YJ#, Jin Y#, Zhang Q, Su ZH, Cheung T., Zheng, W, Ng CH., Xiang YT*. 2022. Considerations before the Decision-Making Including Fluvoxamine as a Treatment Option in Guidelines on the Management of COVID-19. Psychol Med. Viewpoint;

    [8] Bai W#, Cai H#, Jin Y#, Zhang Q, Xiang YT*. 2021.COVID-19 vaccine hesitancy in community-dwelling and hospitalized patients with severe mental illness. Psychological Medicine. Viewpoint;

    [9] Cai H#, Chen P#, Jin Y#, Zhang Q, Cheung T, Chee Ng, Xiang YT*. 2021. Prevalence of sleep disturbances in children and adolescents during COVID-19 pandemic: a meta-analysis and systematic review of epidemiological surveys. (Under review);

    [10] Zhang X#, Li W#, Zhao N#, Jin Y#, Cheung T, Ungvari G, Cui XL, Wang G, Xiang YT*. 2021. Comparing the self-and external assessment versions of the HCL-33 as screening instruments for bipolar disorder in older depressed patients. Frontiers in Psychiatry.;

    [11] Zhao YJ#, Jin Y#, Rao W#, Li W, Zhao N, Cheung T, Chee H, Wang YY, Zhang Q, Xiang YT*. 2021. The prevalence of psychiatric comorbidities during the SARS and COVID-19 epidemics: a systematic review and meta-analysis of observational studies. Journal of Affective Disorders.;

    [12] Cai H#, Jin Y#, Liu S#, Zhang Q, Zhang L, Cheung T, Loyd B, Xiang YT*. 2021.Prevalence of suicidal ideation and planning in patients with major depressive disorder: a meta-analysis of observation studies. Journal of Affective Disorders.;

    [13]  Liu ZH, Jin Y#, Rao W#, Zhang Q, Zhang J, Todd J, Su ZH, Xiang YT*. 2021. The prevalence of painful physical symptoms in major depressive disorder: a systematic review and meta-analysis of observational studies. Progress in Neuropsychopharmacology & Biological Psychiatry.;

    [14]  Jin Y#, Zhang Y#, Zhang Q#, Rao W#, Zhang L, Cui L, Li L, Li KQ, Xiang YT*. 2021. Prevalence and socio-demographic correlates of poor mental health among older adults in agricultural area of China. Frontiers in Psychiatry. (Doi:10.3389/fpsyt.2020.549148);

    [15]  Xiang YT# *, Li W#, Zhang Q#, Jin Y#, Rao W#, Zeng N#, Lok G, Chow I, Cheung T, Hall B. 2020. Timely research papers about COVID-19 in China. The Lancet. Viewpoint;

    [16]  Xiang YT# *, Jin Y#, Cheung T. 2020. Joint International collaboration to combat the mental health challenges during the COVID-19 epidemic. JAMA Psychiatry. Viewpoint;

    [17]  Xiang YT# *, Jin Y#, Wang Y#, Zhang Q, Zhang L, Cheung T. 2020. Tribute to health workers in China: a group of respectable population during the outbreak of the COVID-19. International Journal of Biological Sciences. (Doi: 10.7150/ijbs.45135);

    [18]  Zhang Y#, Jin Y#, Rao W#, Cui LJ, Li JF, Li L, Ungvari G, Hall B, Li KQ, Xiang YT*. 2020. Prevalence and socio-demographic correlates of major depressive disorder in older adults in Hebei province, China. Journal of Affective Disorders. (Doi: 10.1016/j.jad.2019.11.096);

    [19]  Zhang Y#, Jin Y#, Rao W#, Cui LJ, Li JF, Li L, Ungvari G, Li KQ, Xiang YT*. 2020. Prevalence and socio-demographic correlates of poor sleep quality among older adults in Hebei province, China. Scientific Reports. (Doi:10.1038/s41598-020-68997-x);

    [20]  Xiang YT#, Jin Y#, Li L#, Ng CH, Lu L. 2019. An overview of the expert consensus on the prevention and treatment of gaming disorder in China. Neuroscience Bulletin. (Doi: 10.1007/s12264-020-00475-w);

    [21]  Chen X#, Wang D#, Lin J, Zhang T, Deng S, Huang L, Jin Y, Chen C, Zhang Z, Zheng J, Sun B, Bogdan P, Zhang XD*. 2019. Analyzing complexity and fractality of glucose dynamics in a pregnant woman with type 2 diabetes under treatment. International Journal of Biological Sciences. (Doi: 10.7150/ijbs.33825);

    [22]  Dong X#, Chen C#, Geng Q, Cao Z, Chen X, Lin J, Jin Y, Shi Y, Zhang XD*. 2019. An improved method of handling missing values in the analysis of sample entropy for continuous monitoring of physiological signals. Entropy. (Doi: 10.3390/e21030274);

    [23]  Wang Y#, Jin Y#, Chen C#, Zheng W, Wang S, Zhang XHD, Jia FJ, Xiang YT*. 2018. Meta-analysis of adherence to highly active antiretroviral therapy in patients with HIV infection in China. Psychological and Socio-medical Aspects of AIDS/HIV. (Doi: 10.1080/09540121.2018.1554238);

    [24]  Sun S#, Jin Y#, Chen C, Zheng J, Shi Y*, Zhang XD*. 2018. Entropy change of biological dynamics in asthmatic patients and its diagnostic value in individualized treatment: a systematic review. Entropy. (Doi:10.3390/e20060402);

    [25]  Jin Y#, Chen C#, Sun S, Shi Y, Zhang XHD*. 2017. Entropy change of biological dynamics in COPD. International Journal of Chronic Obstructive Pulmonary Disease. (Doi: 10.2147/COPD.S140636);

    [26]  Chen C#, Jin Y#, Zheng J, Zhang XHD*. 2017. Complexity change in cardiovascular diseases. International Journal of Biological Sciences. (Doi: 10.7150/ijbs.19462);




    Conferences

    [1]  IEEE生物信息学与生物医学国际会议 (BIBM) ,汇报项目:基于非线性分析和机器学习算法构建COPD的急性加重期预测模型;

    [2]  第八届全国生物信息学和系统生物学大会暨第一届澳门生物信息学研讨会,汇报项目:基于生理参数信号的COPD急性加重期预测模型;

    [3]  中华医学会第十八次全国精神医学大会重大突发公共卫生事件与精神病学,汇报项目:COVID-19期间眼科、耳鼻喉科临床医生的疲惫患病率及其与生活质量的关系;

    [4]  第十二届粤港澳双相障碍论坛暨第四届国际情感与脑科学高峰论坛,汇报项目:新冠疫情期间香港居民抑郁症状调查: 一项基于网络分析的研究;

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