
个人简介:
康怡琳,女,海归博士/博士后,博士毕业于新加坡南洋理工大学计算机科学与工程学院,师从学院院长miao chun-yan教授(ieee fellow)及科研副院长tan ah-hwee教授(终身教授)。本科与硕士毕业于华中科技大学。主要研究方向包括人工智能、信息检索、数据挖掘(文本挖掘/社会分析与挖掘)、自然语言处理等。硕士就读期间曾在intel中国实习,博士就读期间先后在intellisys, c²i及世界级研发中心the joint ntu-ubc research centre of excellence in active living for the elderly从事科学研究工作。现为中国人工智能学会教育工作委员会委员,中国计算机学会会员/ieee学会会员,湖北省侨联青委会委员。作为骨干成员参与新加坡国家重点研究基金项目2 项。目前已发表国际高水平学术会议及期刊论文20余篇(包含ccf a类会议)。担任ieee/wic/acm international conference on web intelligent and intelligent agent technology 2015组委会委员,长期担任ijcai、aaai等国际顶级学术会议程序委员会委员(pc),常年担任ieee trans. on neural network and learning systems(ccf a类期刊)等重要学术期刊审稿人。
主要荣誉:
部分论文成果:
[1] zijing wan, yilin kang, renwei ou, song xue, dongwei xu, xiaobing luo, “multi-step time series forecasting on the temperature of lithium-ion batteries”, journal of energy storage, volume 64, 1 august 2023 (sci 2区)
[2] 杨纪星, 杨波, 朱剑林,康怡琳,“面向金融领域的因果事理图谱构建方法研究与实现”,中文信息学报, 2023 (中国中文信息学会旗舰刊物)
[3] yilin kang,renwei ou,yi zhang,hongling li,shasha tian, “pg-code: latent dirichlet allocation embedded policy knowledge graph for government department coordination”, tsinghua science and technology, 2022 (sci 2区)
[4] yilin kang,renwei ou, “multi-entity government policy networks: modelling and characteristic mining”, ieee international conference on metaverse, 2022
[5] dejun wang, hebin hu, yilin kang, yi zhang, zhida guo and tenglong yu, “policy2graph: a structure-aware perspective on constructing policy knowledge graph for smart governance”, ieee international conference on metaverse , 2022