研究领域

项目管理与文本数据挖掘

   教育背景

博士：澳大利亚新南威尔士大学，管理科学与工程专业

硕士：香港城市大学，工程项目管理专业

   职业经历

2017.04至今:广东外语外贸大学，副教授，云山学者

2011.07－2012.08：香港城市大学与香港高等法院联合的建筑工程争端调解研究中心

2007.07－2008.08：苏州安信造价师事务所

   学术论文

[1]Fast Medical Concept Normalization For Biomedical Literature Base on Stack and Index optimized Self-Attention. Neural Computing and Applications, 2022, Accepted and to be published. (SCI, IF 5.606, Q2)

[2]Recent progress in leveraging deep learning methods for question answering, Neural Computing & Applications. 2022, 34, 2765–2783. (SCI, IF 5.606, Q2)

[3]An Ensemble Learning Strategy for Eligibility Criteria Text Classification for Clinical Trial Recruitment: Algorithm Development and Validation, JMIR Medical Informatics, 2020, 8(7):e17832. (SCI, IF 2.955, Q3)

[4]Temporal Expression Classification and Normalization From Chinese Narrative Clinical Texts: Pattern Learning Approach, JMIR Medical Informatics, 2020, 8(7):e17652. (SCI, IF 2.955, Q3)

[5]An Approach for Transgender Population Information Extraction and Summarization from Clinical Trial Text. BMC Medical Informatics and Decision Making, 2019, 19 (Suppl 2): 50. (SCI, IF 2.796, Q3)

[6]A Pattern Learning-based Method for Temporal Expression Extraction and Normalization from Multi-Lingual Heterogeneous Clinical Texts. BMC Medical Informatics and Decision Making, 2018, 18 (Suppl 1):22, (SCI, IF 2.796, Q3)

[7]A Mobile-based Question Answering and Early Warning System for Assisting Diabetes Management. Wireless Communications & Mobile Computing (SI: Natural Language Processing Empowered Mobile Computing), vol. 2018, Article ID 9163160, 14 pages (SCI, IF 2.336, Q4).

[8]Leveraging Question-target Word Features through Semantic Relation Expansion for Answer Type Classification. Knowledge-Based Systems. 2017,Vol. 133, pp. 43-52. (SCI IF 8.038, Q1).

[9]Computer-Assisted Content Analysis in Risk Identification of Public-Private Partnership Projects. In: Huang TC., Lau R., Huang YM., Spaniol M., Yuen CH. (eds) Emerging Technologies for Education. SETE 2017. Lecture Notes in Computer Science, vol 10676. p.528-538, Springer, Cham (EI)

[10]An Automated Method for Gender Information Identification from Clinical Trial Texts. In: Yin X., Geller J., Li Y., Zhou R., Wang H., Zhang Y. (eds) Health Information Science. HIS 2016. Lecture Notes in Computer Science, Vol.10038, pp.109-118. (EI)

[11]A Topical Diversity-based Approach to Detecting Similar Question Groups from Collaborative Question-Answering Archives. Web Intelligence, 2016, vol. 14, no. 4, pp. 301-308. (EI)

[12]QSem: A Novel Question Representation Framework for Question Matching over Accumulated Question-Answer Data, Journal of Information Science. 2016, Volume 42, No. 5, 583-596. (SSCI, Q2, SCI IF 3.282)

[13]Pedagogical Principle-based Experiential E-learning Exploration in Construction Mediation Training, Journal of Professional Issues in Engineering Education and Practice, 2014, 140(2), 04013015. (SCI IF 1.19)

[14]Experimental Evaluation of Logrolling as an Effective Mediator Tactic, International Journal of Project Management, 2013, 31(5):775–790. (SSCI, SCI IF 7.172)

[15]Logrolling ‘Win-Win’ Settlement in Construction Dispute Mediation, Automation in Construction, 2012, Vol. 24, pp. 61-71. (SCI IF 7.7)

   科研项目

[1]国家自然科学基金面上项目“面向医学特定疾病的问题分析和相似度计算模型研究”

[2]广东省自然科学基金项目“PPP项目文本数据中风险因素自动识别方法研究”

[3]广州市科学计划项目“基于语义模板的PPP项目风险因素识别研究”

[4]中国标准化研究院“金融文本中数量信息抽取算法验证及优化”

[5]广东省中医院“面向名医知识图谱构建的知识发现与知识管理研发”

   讲授课程

《项目管理》、《商业数据挖掘》

   学术任职

英国皇家特许测量师学会高级会员MRICS

英国皇家特许建造学会高级会员MCIOB

全国专业标准化技术委员会委员（管理分会）

广东省计算机学会大数据专业委员会委员

人工智能技术与管理应用研究学会会员

中国计算机学会会员（CCF）

珠海中科先进技术研究院科学家

担任Automation In Construction, International Journal of Project Management, Building and Environment, Knowledge-based system等期刊审稿人

   奖励情况

[1]广东省海外高层次留学人才

[2]2020-2021年度优秀教师

[3]2020年度优秀科研业绩三等奖

[4]2019-2020年度优秀本科生导师

[5]2018年度优秀科研业绩二等奖

[6]2017年度优秀科研业绩二等奖