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薛 醒 思
发布时间 :2017-10-17 浏览次数:835

 

 

本人的研究课题是《基于进化算法的本体匹配技术》,围绕这一课题近五年来先后主持国家自然科学基金项目、福建省科技厅自然科学基金项目、福建省教育厅科研项目各1项,主持国家留学基金资助面上项目1项;先后在国内外期刊与会议上公开发表论文100余篇,其中第1作者SCI期刊论文26篇,EI论文33篇;出版学术专著1部;申请和获得发明专利20项。入选2016年福建省高校杰出青年科研人才培育计划和2018年福建省高等学校新世纪优秀人才支持计划,获得2017ACM中国新星奖(西安分区),CIS 2019最佳论文奖,ECC 2018ICGEC 2016杰出论文奖,第十三届福建省自然科学优秀学术论文奖。现担任中国计算机学会青年论坛学术ACEI期刊Journal of Intelligent Information Hiding and Multimedia Signal Processing副主编、EI期刊Journal of Computers客座主编、国际期刊Journal of Network Intelligence副主编和国际学术会议CIS 2018ECC 2018IIH-MSP 2017ICGEC 2016会场主席。

 

本人近期的主要研究方向如下:

1. 知识图谱和语义网:大规模本体匹配技术,知识图谱学习,链接开放数据云上的实例共指消解技术;

2. 异构大数据集成:利用知识图谱技术清洗和集成异构大数据;

3. 自然语言处理:语义相似度度量技术,图形化人机交互技术;

4. 工程优化:复杂建模,高性能的计算智能方法。

 

教育背景

2000.9-2004.7 福州大学,软件学院,软件工程专业,工学学士

2006.9-2009.7 中国人民大学 信息学院,计算机应用技术专业,工学硕士

2011.9-2014.12 西安电子科技大学,计算机学院,计算机应用技术专业,工学博士

2016.10-2017.9 英国伯明翰大学,计算机学院,访问学者 

 

科研项目

  1. 国家自然科学基金青年科学基金项目,61503082,基于进化算法的大规模本体匹配问题研究2016/01-2018/1220万元在研,主持。

  2. 福建省科技厅自然科学基金项目,2016J05145基于进化算法的LOD实例共指消解问题研究2016/04-2019/043万元在研,主持。

  3. 福建省教育厅科研项目,JA13227,本体匹配问题的优化模型及其优化算法的研究,2013/09-2014/12,已结题,1万元,主持。

  4. 福建工程学院校基础研究项目,GY-Z17162,交互式生物医学本体匹配技术研究,2017/12-2020/124万元在研,主持。

  5. 福建工程学院科研启动基金,GY-Z15007,基于进化算法的实例共指消解问题研究,2015/04-2017/046万元在研,主持。

  6. 福建省高校杰出青年科研人才培育计划项目基于进化算法的大规模本体匹配技术研究2016/11-2018/124万元在研,主持。

  7. 国家公派高级研究学者,访问学者,博士后项目,国家留学基金资助面上项目,2016/09-2017/1010万元,在研,主持。

    期刊论文:

  8. Xingsi Xue, Junfeng Chen, Optimizing Sensor Ontology Alignment through Compact co-Firefly Algorithm, Sensors, 20(7): 2056, 2020. (SCI)

  9. Xingsi Xue, Xiaojing Wu, Junfeng Chen, Optimizing Biomedical Ontology Alignment through A Compact Multi-Objective Particle Swarm Optimization Algorithm Driven by Knee Solution, Discrete Dynamics in Nature and Society, 2020. (SCI)

  10. Xingsi Xue, Junfeng Chen, Matching Biomedical Ontologies through Compact Differential Evolution Algorithm with Compact Adaption Schemes on Control Parameters, Neurocomputing, 2020. (SCI)

  11. Xingsi Xue, Jiawei Lu, A Compact Brain Storm Algorithm for Matching Ontologies, IEEE Access, 8: 43898- 43907, 2020. (SCI)

  12. Xingsi Xue, Xiaojing Wu, Optimizing Biomedical Ontology Alignment in Lexical Vector Space, Journal of Intelligent & Fuzzy Systems, 2020.

  13. Xingsi Xue, Compact Memetic Algorithm-based Process Model Matching, Soft Computing, 23(13): 5249–5257, 2019. (SCI)

  14. Xingsi Xue, Zhi Hang and Zhengyi Tang, Interactive Biomedical Ontology Matching, PLOS ONE, 14(4): 1-13, 2019. (SCI)

  15. Xingsi Xue and Junfeng Chen, Optimizing Ontology Alignment Through Hybrid Population-based Incremental Learning Algorithm, Memetic Computing, 11(2): 209-217, 2019. (SCI)

  16. Xingsi Xue, Jie Chen, Junfeng Chen and Dongxu Chen, Using Compact co-Evolutionary Algorithm for Matching Biomedical Ontologies, Computational Intelligence and Neuroscience[J], 2018: 2309587, 2018. (SCI)

  17. Xingsi Xue and Xin Yao, Interactive Ontology Matching based on Partial Reference Alignment[J], Applied Soft Computing, 72: 355-370, 2018. (SCI)

  18. Xingsi Xue and Jeng-Shyang Pan, A Compact Co-Evolutionary Algorithm for Sensor Ontology Meta-Matching, Knowledge and Information Systems, 56(2):335-353, 2018. (SCI) 

  19. Xingsi Xue and Junfeng Chen, A Preference-based Multi-objective Evolutionary Algorithm for Semi-automatic Sensor Ontology Matching[J]. International Journal of Swarm Intelligence Research, 9(2):1-14, 2018. (SCI)

  20. Xingsi Xue and Jianhua Liu, Collaborative Ontology Matching Based on Compact Interactive Evolutionary Algorithm[J]. Knowledge-based Systems, 137: 94-103, 2017. (SCI)

  21. Xingsi Xue and Jianhua Liu, A Compact Hybrid Evolutionary Algorithm for Large Scale Instance Matching in Linked Open Data Cloud[J], International Journal on Artificial Intelligence Tools, 26(4): 1750013, 2017. (SCI)

  22. Xingsi Xue and Zhengyi Tang, An Evolutionary Algorithm based Ontology Matching System[J], Journal of Information Hiding and Multimedia Signal Processing, 8(3):551-556, 2017. (SCI)

  23. Xingsi Xue and Yuping Wang, Improving the Efficiency of NSGA-II based Ontology Aligning Technology[J], Data & Knowledge Engineering, 108: 1-14, 2017. (SCI)

  24. Xingsi Xue and Jeng-Shyang Pan, A Segment-based Approach for Large-scale Ontology Matching[J], Knowledge and Information Systems, 52(2): 467-484, 2017. (SCI)

  25. Xingsi Xue and Jianhua Liu, Optimizing Ontology Alignment through Compact MOEA/D[J], International Journal of Pattern Recognition and Artificial Intelligence, 31(4): 1759004s, 2017. (SCI)

  26. Xingsi Xue and Shu-Chuan Chu, An Alignment-Oriented Segmenting Approach for Optimizing Large Scale Ontology Alignments[J], Journal of Internet Technology, 17(7):1373-1382, 2016. (SCI)

  27. Xingsi Xue and Yuping Wang, Using Memetic Algorithm for Instance Coreference Resolution[J], IEEE Transactions on Knowledge and Data Engineering, 28(2): 580-591, 2016. (SCI)

  28. Xingsi Xue, Yuping Wang and Juan Hou, Ontology Alignment based on Instance using NSGA-II[J], Journal of Information Science, 41(1): 58-70, 2015. (SCI)

  29. Xingsi Xue and Yuping Wang, Optimizing Ontology Alignments through a Memetic Algorithm Using both MatchFmeasure and Unanimous Improvement Ratio[J], Artificial Intelligence, 223: 65-81, 2015. (SCI)

  30. Xingsi Xue, Yuping Wang and Weichen Hao, Optimizing Ontology Alignments by using NSGA-II[J], International Arab Journal of Information Technology, 12(2): 176-182, 2015. (SCI)

  31. Xingsi Xue, Yuping Wang, Weichen Hao, Juan Hou. Optimizing Ontology Alignments through NSGA-II without Using Reference Alignment[J], Computing and Informatics, 33(4): 857-876, 2014. (SCI)

  32. Xingsi Xue, Yuping Wang and Weichen Hao, Using MOEA/D for Optimizing Ontology Alignments[J], Soft Computing, 18(8):1589-1601, 2014. (SCI)

  33.  Xingsi Xue, Yuping Wang and Aihong Ren, Optimizing ontology alignment through Memetic Algorithm Based on Partial Reference Alignment[J], Expert Systems with Applications, 41(7): 3213-3222, 2014. (SCI)

     

    专著

  34. Xingsi Xue, Junfeng Chen and Jeng-Shyang Pan, Evolutionary Algorithm based Ontology Matching Technique.

     

    发明专利

  1. 薛醒思一种基于竞价算法的本体匹配方法2018.4.2,中国,201810283327.2

  2. 薛醒思一种基于进化算法的交互式本体匹配方法和计算机设备2017.11.4,中国,201711070247.0

  3. 薛醒思一种多目标本体匹配方法及计算机设备,2017.11.3,中国,201711069925.1

  4. 薛醒思一种基于混合进化算法的实例共指消解方法,2015.12.3,中国,201510865880.3 

  5. 薛醒思一种基于紧凑进化算法的本体匹配方法,2015.12.3,中国,201510865803.8 

  6. 薛醒思王金水,基于面向映射的分块技术的大规模本体映射方法2014.2.19,中国,201410055311.8 (reject)

     

    软件著作权:

  7. 薛醒思,大规模本体匹配技术测试平台软件(简称LOMTP)V1.0软著登字第20556552017.8.25.

     

    学术服务(Academic Service):

  1. The Thirteenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP-2018), Invited session chair.

  2. The Fifth Euro-China Conference on Intelligent Data Analysis and Applications (ECC-2018), Invited session chair.

  3. The Thirteenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2017), Invited session chair.

  4. 中国计算机学会青年计算机科技论坛(CCF Young Computer Scientists & Engineers Forum,简称CCF YOCSEF福州分论坛学术AC2018.6-2019.5

  5. The 10th International Conference on Genetic and Evolutionary Computing (ICGEC 2016), Program chair of Special Session on Optimization Models and Techniques with Engineering Applications, and Special Session: Swarm Intelligence and Its Applications (http://bit.kuas.edu.tw/~icgec16/)

  6. Journal of Computers, Guest Editor of Special Issue on Recent Advances on Information Science and Big Data Analytics

  7. Journal of Network Intelligence, Associate Editor

  8. Data Science and Pattern Recognition, Associate Editor

  9. Journal of Intelligent Information Hiding and Multimedia Signal Processing, Associate Editor