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个人简介

1993年获得南京航空航天大学工学学士学位,1996年和1999年分别获得中国科学院计算技术研究所硕士学位和博士学位,随后进入加拿大University of Alberta继续深造,于2005年获得加拿大University of Alberta博士学位。 朱廷劭博士的研究工作涉及机器学习、汉语文语转换以及网络行为心理研究等多个领域,并取得创新性成果。他首次提出利用数据挖掘进行汉语韵律规则的学习,并应用于汉语两字词和句子的韵律规则学习,取得较好的学习效果。他提出的利用机器学习的方法训练用户的浏览行为模型,有关的论文获得第九届国际用户模型大会的最佳学生论文。他开展的网络行为心理研究,从网络行为的分析实现对用户人格、心理健康以及社会态度的感知,并在此基础上实现群体心理的预警预报和有效干预。到目前为止,朱廷劭博士在国内外权威杂志和知名国际会议发表论文已发表学术论文50余篇。 现为中国科学院心理研究所研究员。1993年获得南京航空航天大学工学学士学位,1996年和1999年分别获得中国科学院计算技术研究所硕士学位和博士学位,随后进入加拿大University of Alberta继续深造,于2005年获得加拿大University of Alberta博士学位。 朱廷劭博士的研究工作涉及机器学习、汉语文语转换以及网络行为心理研究等多个领域,并取得创新性成果。他首次提出利用数据挖掘进行汉语韵律规则的学习,并应用于汉语两字词和句子的韵律规则学习,取得较好的学习效果。他提出的利用机器学习的方法训练用户的浏览行为模型,有关的论文获得第九届国际用户模型大会的最佳学生论文。他开展的网络行为心理研究,从网络行为的分析实现对用户人格、心理健康以及社会态度的感知,并在此基础上实现群体心理的预警预报和有效干预。到目前为止,朱廷劭博士在国内外权威杂志和知名国际会议发表论文已发表学术论文50余篇。

研究领域

社会与工程心理学 数据挖掘 社会与工程心理学 网络行为分析 社会与工程心理学 计算网络心理 社会与工程心理学 数据库技术

数据挖掘,网络行为分析,计算网络心理,数据库技术

近期论文

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[1] Xue, Jia,Chen, Junxiang,Chen, Chen,Hu, Ran,&Zhu, Tingshao.(2020).The Hidden Pandemic of Family Violence During COVID-19: Unsupervised Learning of Tweets.JOURNAL OF MEDICAL INTERNET RESEARCH,22(11),11. [2] Xue, Jia,Chen, Junxiang,Chen, Chen,Zheng, Chengda,Li, Sijia,&Zhu, Tingshao.(2020).Public discourse and sentiment during the COVID 19 pandemic: Using Latent Dirichlet Allocation for topic modeling on Twitter.PLOS ONE,15(9),12. [3] Su, Yue.,Xue, Jia.,Liu, Xiaoqian.,Wu, Peijing.,Chen, Junxiang.,...&Zhu, Tingshao.(2020).Examining the Impact of COVID-19 Lockdown in Wuhan and Lombardy: A Psycholinguistic Analysis on Weibo and Twitter.INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH,17(12),10. [4] Liu, Xingyun,Huang, Jiasheng,Yu, Nancy Xiaonan,Li, Qing,&Zhu, Tingshao.(2020).Mediation Effect of Suicide-Related Social Media Use Behaviors on the Association Between Suicidal Ideation and Suicide Attempt: Cross-Sectional Questionnaire Study.JOURNAL OF MEDICAL INTERNET RESEARCH,22(4),13. [5] Li, Ang,Jiao, Dongdong,Liu, Xiaoqian,&Zhu, Tingshao.(2020).A Comparison of the Psycholinguistic Styles of Schizophrenia -Related Stigma and Depression-Related Stigma on Social Media: Content Analysis.JOURNAL OF MEDICAL INTERNET RESEARCH,22(4),10. [6] Chuenphitthayavut, Krittipat,Tang Zihuang,&Zhu, Tingshao.(2020).The prediction of behavioral intention to use online mental health interventions.PSYCH JOURNAL,13. [7] 赵楠,王艺霖,李思嘉,等. 武汉“封城”对民众心理行为的影响与对策建议[J]. 中国科学院院刊,2020,35(3):264-272. [8] Sijia Li,Yilin Wang,Jia Xue,Nan Zhao,&Tingshao Zhu.(2020).The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users.International journal of environmental research and public health,17(6),1-9. [9] 刘琳琳,朱廷劭,任孝鹏. 个体主义/集体主义的代际变迁1949-2010:来自《人民日报》的证据[J]. 中国临床心理学杂志,2020,28(03):581-585. [10] Yameng Wang,Nan Zhao,Xiaoqian Liu,Sinan Karaburun,Mario Chen,&Tingshao Zhu.(2020).Identifying Big Five Personality Traits through Controller Area Network Bus Data.Journal of Advanced Transportation,2020,10. [11] 刘兴云,朱廷劭. 给生命一个出口,下个转弯就是希望[J]. 大众健康,2020(9):17-18. [12] 黄峰,李赫,丁慧敏,等. 社会媒体大数据视角下经济发展对集体道德的影响模式[J]. 科学通报,2020,65(19):2062-2070. [13] Liu, Mingming,Liu, Tianli,Wang, Xinyu,Zhao, Nan,Xue, Jia,&Zhu, Tingshao.(2019).A linguistic study of Chinese Weibo users who lost their only child.DEATH STUDIES,12. [14] Wang, Jingying,Zhang, Lei,Liu, Tianli,Pan, Wei,Hu, Bin,&Zhu, Tingshao.(2019).Acoustic differences between healthy and depressed people: a cross-situation study.BMC PSYCHIATRY,19(1),12. [15] Liu, Xingyun,Sun, Bingli,Zhang, Zhan,Wang, Yameng,Tang, Haina,&Zhu, Tingshao.(2019).Gait can reveal sleep quality with machine learning models.PLOS ONE,14(9),10. [16] 秦晋,王文琪,汪昕宇,等. 北京地区残疾大学生就业心理压力与社会支持关系的实证分析[J]. 劳动保障世界,2019(23):16-17. [17] 马倩颖,吴瑞林,王亚猛,等. 基于动作捕捉的减重条件下心理疲劳状态测量技术[J]. 航天医学与医学工程,2019,32(04):291-298. [18] Li, Ang,Jiao, Dongdong,Liu, Xingyun,Sun, Jiumo,&Zhu, Tingshao.(2019).A Psycholinguistic Analysis of Responses to Live-Stream Suicides on Social Media.INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH,16(16),10. [19] Xue, Penghui,Li, Baobin,Wang, Ning,et al. Emotion Recognition From Human Gait Features Based On Dct Transform[C]. Lecture Notes In Computer Science (including Subseries Lecture Notes In Artificial Intelligence And Lecture Notes In Bioinformatics).Springer.2019-08-01,511-517. [20] 刘天俐,宋新明,程飞达,等. 家庭和社会资源对失独老人心理的影响——基于需求层次论的视角[J]. 人口与发展,2019,25(04):87-93. [21] Pan, Wei.,Flint, Jonathan.,Shenhav, Liat.,Liu, Tianli.,Liu, Mingming.,...&Zhu, Tingshao.(2019).Re-examining the robustness of voice features in predicting depression: Compared with baseline of confounders.PLOS ONE,14(6),14. [22] Zhao, Nan.,Zhang, Zhan.,Wang, Yameng.,Wang, Jingying.,Li, Baobin.,...&Xiang, Yuanyuan.(2019).See your mental state from your walk: Recognizing anxiety and depression through Kinect-recorded gait data.PLOS ONE,14(5),13. [23] Liu, Xingyun.,Liu, Xiaoqian.,Sun, Jiumo.,Yu, Nancy Xiaonan.,Sun, Bingli.,...&Zhu, Tingshao.(2019).Proactive Suicide Prevention Online (PSPO): Machine Identification and Crisis Management for Chinese Social Media Users With Suicidal Thoughts and Behaviors.JOURNAL OF MEDICAL INTERNET RESEARCH,21(5),13. [24] Liu, Mingming,Wu, Yufeng,Jiao, Dongdong,Wu, Michael Shengtao,&Zhu, Tingshao.(2019).Literary intelligence analysis of novel protagonists' personality traits and development.DIGITAL SCHOLARSHIP IN THE HUMANITIES,34(1),221-229. [25] 刘明明,刘天俐,汪昕宇,等. 基于社交网络行为分析的失独用户微博使用调查:追思、维权、抱团取暖[J]. 人口与发展,2019,25(02):57-63. [26] 刘兴云,刘晓倩,向媛媛,等. 人工智能大数据之于心理学[J]. 科技导报,2019,37(21):105-109. [27] 韩玉娟,朱廷劭. 自我建构对冲动购买倾向的影响:调节定向的中介作用[J]. 中国临床心理学杂志,2019,27(01):153-157. [28] Yue Su,Huijia Zheng,Liu XQ,et al. Depressive Emotion Recognition Based On Behavioral Data[C]. Hcc 2018.2019-01-01. [29] 李思嘉,杨忆君,吴胜涛,等. 基于人工智能的金庸之作家论研究[J]. 心理技术与应用,2019,7(10):584-589. [30] 韩诺,关增达,杨莉,等. 基于迁移学习的文学人物心理分析[J]. 心理技术与应用,2019,7(10):605-613. [31] 吴胜涛,朱廷劭,戴雨欣,等. 达则兼济天下:基于文学智能分析的精英人物心理研究[J]. 心理技术与应用,2019,7(10):590-596. [32] Changye Zhu a, Baobin Li,Ang Li,&Tingshao Zhu.(2019).Detecting depression from Internet behaviors by time-frequency features.Web Intelligence,199–208. [33] Huang, Yan,Liu, Xiaoqian,Zhu, Tingshao. Suicidal Ideation Detection Via Social Media Analytics[C]. Lecture Notes In Computer Science (including Subseries Lecture Notes In Artificial Intelligence And Lecture Notes In Bioinformatics).Springer.2019-01-01,166-174. [34] Guo, Ming,Zhu, Tingshao. Research On Social Media User Suicide Influencing Factors, Active Recognition And Intervention[C]. Human Centered Computing - 4th International Conference, Hcc 2018, Revised Selected Papers.Springer Verlag.2019-01-01,372-379. [35] Yuan, YaHui,Li, Baobin,Wang, Ning,et al. Depression Identification From Gait Spectrum Features Based On Hilbert-huang Transform[C]. Human Centered Computing - 4th International Conference, Hcc 2018, Revised Selected Papers.Springer Verlag.2019-01-01,503-515. [36] Han, Yujuan,Liu, Mingming,Zhu, Tingshao. Linguistic Signatures Of Impulsive Buying Consumer Based On Microblog[C]. Human Centered Computing - 4th International Conference, Hcc 2018, Revised Selected Papers.Springer Verlag.2019-01-01,281-292. [37] 朱廷劭. 人工智能助力心理学研究的应用场景[J]. 人民论坛·学术前沿,2019(20):48-53. [38] Li, Baobin,Zhu, Changye,Li, Shun,&Zhu, Tingshao.(2018).Identifying Emotions from Non-Contact Gaits Information Based on Microsoft Kinects.IEEE TRANSACTIONS ON AFFECTIVE COMPUTING,9(4),585-591. [39] Li, Ang,Huang, Xiaoxiao,&Zhu, Tingshao.(2018).A systematic analysis of online broadcasts of suicidality in China.ASIA-PACIFIC PSYCHIATRY,10(3),6. [40] Li, Ang,Jiao, Dongdong,Zhu, Tingshao,A. Li,&T. Zhu.(2018).Detecting depression stigma on social media: A linguistic analysis.JOURNAL OF AFFECTIVE DISORDERS,232,358-362. [41] Zhu TS. Suicide Prevention On Social Media. 2018-04-01. [42] Zhu TS. Using Machine Learning For Big Data Psychology. 2018-04-01. [43] Zhu TS. Using Machine Learning For Big Data Psychology & Suicide Prevention On Social Media. 2018-04-01. [44] 张滨熠,周阳,赵楠,等. 基于微博大数据下的社会心态分析——以“青岛天价虾”事件为例[J]. 城市与减灾,2018(02):26-29. [45] 吴胜涛,周阳,傅小兰,等. “一带一路”沿线文化与合作交往模式探究:基于社交媒体大数据的心理分析[J]. 中国科学院院刊,2018,33(03):298-307. [46] Li, Ang,Huang, Xiaoxiao,Jiao, Dongdong,O'Dea, Bridianne,Zhu, Tingshao,&Christensen, Helen.(2018).An analysis of stigma and suicide literacy in responses to suicides broadcast on social media.ASIA-PACIFIC PSYCHIATRY,10(1),1-9. [47] 刘天俐,徐晨,章书婷,等. 近年来我国城乡居民社会心态的调查分析[J]. 人口与发展,2018,24(01):33-42. [48] 朱廷劭. 网络大数据预测心理行为. 2018-01-18. [49] 赵晓蕾,陈贵斌,朱廷劭,等. 从网络大数据视角探寻失独群体的社会服务需求——基于新浪微博数据的分析研究[J]. 劳动保障世界,2018(02):42-45. [50] 田玮,朱廷劭. 基于深度学习的微博用户自杀风险预测[J]. 中国科学院大学学报,2018,35(01):131-136. [51] 廖梓均,林是琦,宋新明,等. 基于微博研究失独者意义世界及影响因素[J]. 人口与发展,2018,24(6):72-84. [52] 刘兴云,焦冬冬,张胸宽,等. 基于市民满意度的政府环保工作评估研究——以北京地区为例[J]. 干旱区资源与环境,2018,32(1):50-55. [53] Yuan, Yahui,Li, Baobin,Jiao, Dongdong,et al. The Personality Analysis Of Characters In Vernacular Novels By Sc-liwc[C]. Lecture Notes In Computer Science (including Subseries Lecture Notes In Artificial Intelligence And Lecture Notes In Bioinformatics).Springer Verlag.2018-01-01,400-409. [54] Wang, Jingying,Sui, Xiaoyun,Hu, Bin,et al. Detecting Postpartum Depression In Depressed People By Speech Features[C]. Lecture Notes In Computer Science (including Subseries Lecture Notes In Artificial Intelligence And Lecture Notes In Bioinformatics).Springer Verlag.2018-01-01,433-442. [55] 吴育锋,吴胜涛,朱廷劭,等. 小说人物性格的文学智能分析:以《平凡的世界》为例[J]. 中文信息学报,2018,32(7):129-136. [56] 潘玮,汪静莹,刘天俐,等. 基于语音的抑郁症识别[J]. 科学通报,2018,63(20):2081 - 2092. [57] Mingming Liu,Jia Xue,Nan Zhao,Xuefei Wang,Dongdong Jiao,&Tingshao Zhu.(2018).Using Social Media to Explore the Consequences of Domestic Violence on Mental Health..Journal of Interpersonal Violence,21. [58] 包寒吴霜,吴胜涛,郑昊,等. 雾霾下的自我:空气污染与个体主义-集体主义的大数据分析[J]. 社区心理学研究,2018(2):71-85. [59] Tan, Ziying,Liu, Xingyun,Liu, Xiaoqian,Cheng, Qijin,&Zhu, Tingshao.(2017).Designing Microblog Direct Messages to Engage Social Media Users With Suicide Ideation: Interview and Survey Study on Weibo.JOURNAL OF MEDICAL INTERNET RESEARCH,19(12),1-13. [60] Qiu, Lin,Lu, Jiahui,Ramsay, Jonathan,Yang, Shanshan,Qu, Weina,&Zhu, Tingshao.(2017).Personality expression in Chinese language use.INTERNATIONAL JOURNAL OF PSYCHOLOGY,52(6),463-472. [61] Sun, Bingli,Zhang, Zhan,Liu, Xingyun,Hu, Bin,&Zhu, Tingshao.(2017).Self-esteem recognition based on gait pattern using Kinect.GAIT & POSTURE,58(0),428-432. [62] Zhou, Yang.,Zhang, Lei.,Liu, Xiaoqian.,Zhang, Zhen.,Bai, Shuotian.,...&Zhu, TS.(2017).Predicting the Trends of Social Events on Chinese Social Media.CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING,20(9),533-539. [63] Cheng, Qijin,Li, Tim M. H.,Kwok, Chi-Leung,Zhu, Tingshao,Yip, Paul S. F.,&Qijin Cheng.(2017).Assessing Suicide Risk and Emotional Distress in Chinese Social Media: A Text Mining and Machine Learning Study.JOURNAL OF MEDICAL INTERNET RESEARCH,19(7),1-10. [64] 周阳,王雪菲,白朔天,等. 基于网络平台的群体和个体的社会态度研究[J]. 中国科学院院刊,2017,32(2):188-195. [65] 孙玖陌,张滨熠,朱廷劭. 基于社会媒体大数据的政府满意度评估[J]. 中国党政干部论坛,2017(2):75-77. [66] 赵晓冬,朱廷劭,曾海军. 教育信息化的国际行动框架研究[J]. 中国远程教育,2017(10):20-25. [67] Ziying Tan,Xingyun Liu,Xiaoqian Liu,Qijin Cheng,&Tingshao Zhu.(2017).Designing Microblog Direct Messages to Engage Social Media Users With Suicide Ideation Interview and Survey Study on Weibo.J Med Internet Res,19(12),e381. [68] 马欣然,任孝鹏,董夏薇,等. 名字喜爱度对主观幸福感的影响:自尊的中介作用[J]. 中国临床心理学杂志,2017,25(2):374-377. [69] 隋小芸,朱廷劭,汪静莹. 基于局部特征优化的语音情感识别[J]. 中国科学院大学学报,2017,34(4):431-438. [70] 任孝鹏,焦冬冬,朱廷劭. 基于微博大数据的中国人个体主义集体主义的心理地图[C].2016-10-01. [71] 刘明明,焦冬冬,赵楠,等. 基于微博大数据分析的家庭暴力对受害者心理影响研究[C].2016-10-01. [72] 张瞻,刘晓倩,汪静莹,等. 利用可穿戴及体感技术实现用户情绪识别[C].2016-10-01. [73] Li, Shun,Cui, Liqing,Zhu, Changye,Li, Baobin,Zhao, Nan,&Zhu, Tingshao.(2016).Emotion recognition using Kinect motion capture data of human gaits.PEERJ,4. [74] Zhang, Zhan,Song, Yufei,Cui, Liqing,Liu, Xiaoqian,&Zhu, Tingshao.(2016).Emotion recognition based on customized smart bracelet with built-in accelerometer.PEERJ,4(e2258),11. [75] Gao, Yusong,Li, Ang,Zhu, Tingshao,Liu, Xiaoqian,&Liu, Xingyun.(2016).How smartphone usage correlates with social anxiety and loneliness.PEERJ,4(e2197),10. [76] Zhao, Nan,Jiao, Dongdong,Bai, Shuotian,&Zhu, Tingshao.(2016).Evaluating the Validity of Simplified Chinese Version of LIWC in Detecting Psychological Expressions in Short Texts on Social Network Services.PLOS ONE,11(6),1-15. 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