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肖春景

【发布日期:2023-02-21 | 来源:taptap下载安装安卓计算机科学与技术学院 】


肖春景

(Chunjing Xiao)


肖春景,女,博士,19782月生,taptap下载安装安卓计算机科学与技术学院讲师,主要从事推荐算法及其在动态定价中应用的研究。

5年来,以第一作者发表了10余篇高水平学术论文,其中4CCF推荐、 SCI三区以上期刊论文, 5CCF推荐会议论文,包括DASFAA2023 IDAAPINUIC2022APWEB-WAIM2020等。主持中央高校科研业务费重点项目1项,一般项目1项,企业合作项目1项,参与完成国家自然科学基金3项、天津市自然基金1项及多项民航项目和横向项目。 在该方向上培养了15名研究生,其中8名研究生已毕业,7名在读。


联系方式:Email: cjxiao@cauc.edu.cn


Publications:

Journal undefinedamp; Conference papers:

2023

PIDE: Propagating Influence of Dynamic Evolution on Interaction Networks for Recommendation. Chunjing Xiao,  Shenkai Lv, Wanlin Ji, Yuxiang Zhang, Haiying Pan, Lingshan Wu. DASFAA2023(CCF-B推荐会议), Accepted

2021-2022

[1]  Xiao Chunjing, Sun leilei, Han Jianing, Qiao Yongwei. Heterogeneous Academic Network Embedding Based Multivariate Random-Walk Model for Predicting Scientific Impact. Applied Intelligent, 2022,52:2171-2188.SCI二区、 CCF-C推荐期刊

[2] Modeling Behavior and Attribute feedback based Flight Recommendation for Dynamic Pricing,Chunjing Xiao, Xinyang Shi,Wei Fan,Xiang Wu, Lishun Zeng. The 19th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2022)CCF-C推荐会议

2020

Temporal Knowledge Graph Incremental Construction Model for Recommendation, Chunjing Xiao, Leilei Sun, Wanlin Ji.The 4th Asia Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (APWeb-WAIM'2020), 2020.CCF-C推荐会议

2019

[1]  CCSMR: A Combinatorial Category Space based Model for Recommendation. Xiao Chunjing, Xia Kewen, Sun Leilei, Xie Cong, Zhang Yuxiang. IEEE Access, 2019, 7: 124502-124513SCI二区

[2] A Better Understanding of the Interaction between Users and Items by Knowledge Graph Learning for Temporal Recommendation, Chunjing Xiao, Cong Xie, Shuyan Cao, Yuxiang Zhang, Wei Fan and Hongjun Heng. The 16th Pacific Rim International Conferences on Artificial Intelligence (PRICAI2019), 135-147 (CCF-C推荐会议)

[3]  Predicting Scientific Impact via Heterogeneous Academic Network Embedding, Chunjing Xiao, Jianing Han, Wei Fan, Senzhang Wang, Rui Huang and Yuxiang Zhang. The 16th Pacific Rim International Conferences on Artificial Intelligence (PRICAI2019), 555-568CCF-C推荐会议

2018

 Research on tourist routes recommendation based on the user preference drifting over time. Xiao Chunjing, Qiao Yongwei, Xia Kewen, Zhang Yuxiang. Computer System Science and Engineering, 2018,332:95-103SCI三区

Before 2017

Improving session-based temporal recommendation by using dynamic clustering. Xiao Chunjing, Xia Kewen, Liu Xin, Zhang Yuxiang, Huo Weigang,. Intelligent Data Analysis, 2017, 21(5): 1041-10592. (SCI三区、 CCF-C推荐期刊)

Projects:

2021-2022

[1]中央高校基本科研业务费-自然科学重点项目, 3122021089, 基于民航旅客多模态数据感知与分析的个性化服务推荐关键技术研究, 2021-07 今,主持

[2] 企业委托项目,基于航段收益管理的最低舱预测研究、基于动态定价的收益管理关键技术研究,2021/01-2022/12, 21.86万元,结题,主持

[3] 天津市教委, 天津市教委科研计划项目-自然科学重点项目, 2021ZD002, 提取与生成融合的关键词预测算法研究, 2021-12 今,在研,参与

[4] 企业委托项目,南航AI重点实验室开放课题基金(收益管理模拟仿真中的旅客行程选择模型),2020/10-至今,在研,参与

[5] 企业委托项目,深圳航空公司国内航班动态定价关键模块开发,2019/12-至今,结题,参与

2020-2018

[1]国家自然科学基金民航联合基金项目,U1933114,基于典型民航事件的乘客多模态情绪感知与分析,2020/01-2022/12,结题,参与

[2]国家自然科学基金民航联合基金项目,UI1533104,大数据下机场旅客动态服务需求捕捉与个性化服务推荐关键技术,2016/01-2018/12,结题,参与




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