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赵靓
发布时间:2021-02-26  点击数:

赵靓,武汉大学信息管理学院特聘副研究员,清华大学计算机科学与技术专业博士,加拿大西蒙菲沙大学访问博士后。

研究方向

大数据,计算社会科学,社交媒体与文化计算,数据科学

从事计算机与人文社会科学的交叉学科研究,紧跟大数据时代背景,采用全新视角,以数据科学理念,通过数据驱动结合人工智能,将传统人文社会科学研究在大数据维度上操作化,利用人工智能算法更加便捷、及时、有效、智能地解决现实社会科学问题,就大数据下的社会文化心态分析、个体心理压力感知与预测、自杀预测、基于大脑认知记忆机制的回忆检索等研究方面,在文化心理、数据挖掘、数据管理领域及医疗健康领域顶级/重要国际期刊、会议上发表高水平SCI/EI/SSCI/CSSCI论文20余篇,另有专利及软件著作权多项。

承担项目

主持

[1]国家自然科学基金青年项目,62007027,大数据驱动的重大灾难性事件下智能心理教育系统:多层次心理分析与智能心理咨询,2021-2023

[2]中国博士后科学基金特别资助项目,2018T111030,大数据驱动的压力弹性定量建模及应用,2018-2020,结项

[3]中国博士后科学基金面上项目,2017M62313,大数据下慢性病人心理-病理交互作用的定量建模与应用,2017-2020,结项

[4]中央高校基础科研业务费,SK2018018,慢性疾病患者健康身心数据平台化模型及其实现,8万元,2018-2020,结项

参与

[1]国家社会科学基金重大项目,19ZDA021,中西文化比较视域下的思维方式差异性研究

[2]国家社会科学基金重大项目,18ZDA307,智能时代信息价值观

[3]国家社会科学基金重大项目,17ZDA324,中国社会变迁过程中的文化与心理变化

[4]国家自然科学基金面上项目,61373022,感知与疏导青少年心理压力的微博平台

[5]国家自然科学基金面上项目,60773156,场境感知的数据管理技术研究

[6]国家自然科学基金面上项目,61073004,传感数据管理的理论基础与实现技术

[7]国家自然科学基金重点项目,61532015,碎片化知识聚合方法研究

[8]973项目子课题,2011CB302203-2,网络可视媒体的语义分析与信息整合

[9]973项目子课题,2015CB352301,面向城市管理的三元空间大数据计算理论与方法

代表成果

[1]Liang Zhao, Qingcan Li, Pei Wang, Jiannan Wang, Eugene Wu. (2020). ActiveDeeper: a Model Driven Data Enrichment System Powered by Deep Web.Proceedings of Very Large Databases Endowment. 13(2), 2885-2888. (EI,计算机学会A类顶会)

[2]Liang Zhao, Xiaojun Ding, Feng Yu. (2020). Moral Observation from COVID-19: Big Data Analysis over Chinese Social Media.Social Behavior and Personality.48(11), 1-14. (SSCI)

[3]Liang Zhao, Tangjian Deng, Ling Feng. (2013). ShoppingCat: Relocating Products from the Web in Online shopping.Science China.56(9), 1-13. (SCI Q2,计算机学会B类期刊)

[4]Liang Zhao, Qi Li, Yuanyuan Xue, Jia Jia, Ling Feng. (2016). A Systematic Exploration of the Micro-blog Feature Space for Teens’ Stress Detection.Health of Information Science and Systems. 4(3), 1-12. (SCI)

[5]Liang Zhao,Hao Wang, Yuanyuan Xue, Qi Li, Ling Feng. (2016). Psychological Stress Detection from Online Shopping.Proceedings ofAsia-Pacific Web Conference.431-443. (EI,计算机学会C类会议)

[6]Liang Zhao,Jia Jia, Ling Feng. (2015). Teenagers’ Stress Detection based on Time-Sensitive Micro-blog Comment/Response Actions.Proceedings ofIFIP International Conference on Artificial Intelligence in Theory and Practice.26-36. (EI)

[7]Liang Zhao, Tangjian Deng, Hao Wang, Qingwei Liu, Ling Feng. (2012). Design and Implementation of a Context-based Media Retrieval System.Proceedings ofInternational Conference on Computational Visual Media. 218-225. ( EI)

[8] Qi Li,Liang Zhao, Yuanyuan Xue, Ling Feng (2021).Stress-buffering pattern of positive events on adolescents: An exploratory study based on social networks. Computers in Human Behavior. 114(1), 1-14. (SSCI Q1, in press)

[9]Tangjian Deng,Liang Zhao, Ling Feng. (2013). ReFinder: A Context-based Information Re-finding System.IEEE Transactions on Knowledge and Data Engineering.(SCI Q2,计算机学会A类顶刊)

[10]Qi Li, Yuanyuan Xue,Liang Zhao, Jia Jia, Ling Feng. (2017). Analyzing and Identifying Teens’ Stressful Periods and Stressor Events from a Microblog.IEEE Journal of Biomedical and Health Informatics. (SCI Q2)

[11] Yuanyuan Xue, Qi Li, Tong Wu, Ling Feng,Liang Zhao, Feng Yu. (2019). Incorporating Stress Status in Suicide Detection through Microblog.International Journal of Computer Systems Science and Engineering. (SCI)

[12]Qi Li,Liang Zhao,Yuanyuan Xue, Li Jin, Mostafa Alli, Ling Feng. (2017). Correlating Stressor Events for Social Network Based Adolescent Stress Prediction.Proceedings of DASFAA’17.642-658. (EI,计算机学会B类会议)

[13]Qi Li,Liang Zhao, Yuanyuan Xue, Li Jin, Ling Feng. (2017). Exploring the Impact of Co-Experiencing Stressor Events for Teens Stress Forecasting.Proceedings of WISE’17, 313-328. (EI,计算机学会C类会议)

[14] Tangjian Deng,Liang Zhao, Ling Feng. (2013). Enhancing Web Revisitation by Contextual Keywords.Proceedings of ICWE’13, 323-337. (EI,计算机学会C类会议)

[15] Tangjian Deng,Liang Zhao,Ling Feng. (2013). Dealing with Context Ambiguity in Context-based Information Re-finding.Proceedings of OTM’13,685-702. (EI)

[16]Tangjian Deng,Liang Zhao, Ling Feng, Wenwei Xue. (2011). Information Re-finding by Context: A Brain Memory Inspired Approach.Proceedings of CIKM’11, 1553-1558. (EI,计算机学会B类会议)

[17] Li Jin, Gangli Liu,Liang Zhao, Ling Feng. (2015). PhotoPrev: Unifying Context and Content Cues to Enhance Personal Photo Revisitation.Journal of Computer Science and Technology.(SCI,计算机学会B类期刊)

[18]Gengfeng Niu, Yijun Luo, Xiaojun Sun, Zongkui Zhou, Feng Yu, Shenlong Yang,Liang Zhao. (2018). Qzone use and depression among Chinese adolescents: The mediating role of negative social comparison and the moderating role of self-esteem.Journal of Affective Disorders. (SSCI Q2)

[19] Yuanyuan Xue, Qi Li,Liang Zhao, Jia Jia, Ling Feng, Feng Yu, David A. Clifton. (2016). Analysis of Teens’ Chronic Stress on Micro-blog.Proceedings of WISE’16, 121-136. (EI,计算机学会C类会议)

[20]许丽颖,喻丰*,邬家骅,韩婷婷,赵靓. (2017).拟人化:从“它”到“他”.(心理科学进展,CSSCI)

[21]韩雨芳,喻丰*,杨沈龙,丁晓军,许丽颖,赵靓. (2020).素食行为动机及影响因素述评. (In Press at中国临床心理学杂志, CSSCI)

[22]杨沈龙,郭永玉*,喻丰*,饶婷婷,赵靓,许丽颖. (2018).系统合理化何以形成:三种不同的解释视角.(心理科学进展, CSSCI)

[23]赵靓,冯铃,喻丰,一种基于社交网络数据的用户周期性心理压力检测方法,中国,申请号201911012562.7

[24]赵靓,冯铃,喻丰,一种基于搜索关键字的用户兴趣图序列动态管理方法,中国,申请号202010277273.6

[25]冯铃,赵靓,杨文哲,一种商品网页回溯方法及系统,中国,授权专利号CN201310111517.3

[26]冯铃,邓塘建,赵靓,杨文哲,信息回忆检索方法,中国,授权专利号CN201110214369.9

[27]冯铃,赵靓,杨文哲,商品回溯系统软件,软件著作权号2013SR0718.7

[28]冯铃,邓塘建,赵靓,面向本地文件及互联网页面的情境式搜索软件,软件著作权号2012SR041093

学术任职

陕西启迪控股与清华大学幸福科技实验室共建H+Lab特聘研究员

《中国心理学前沿》期刊编委