教育經歷
2004.9 -- 2008.7中國石油大學(華東) 工程管理 學士
研究方向
決策理論與方法: 群決策、多屬性決策、雙邊匹配決策、多準則分類、詞計算、共識模型、行為決策、多層規劃
數據挖掘與知識管理: 推薦系統、聚類分析及套用、社會網路分析、情感分析、網路社區發現
科研項目
[16] 異構信息下面向共識的多準則群決策分類模型與方法研究,國家自然科學基金面上項目,71971039,直接經費48 萬元,2020.01 - 2023.12,主持
[15] 信息不完全的雙邊匹配決策方法研究,國家自然科學基金青年科學基金項目,71501023,18.28 萬元,2016.01 - 2018.12,主持
[14] 基於不完全偏好信息的雙邊匹配決策方法研究,
中國博士後科學基金面上項目(一等資助),2015M570248,8萬元,2015.06 - 2019.03,主持
[13] 大數據環境下共識驅動的群組推薦模型與算法研究,大連市支持高層次人才創新創業項目,2018RQ69,10萬元,2019.01 - 2020.12,主持
[12] 基於社會網路信任的語言型大群體決策模型與方法研究,中央高校基本科研業務費,DUT17RC(4)11,5萬元,2017.07 - 2018.12,主持
[11] 指標集存在差異的雙邊匹配決策方法研究,中央高校基本科研業務費,DUT15RC(3)003,5萬元,2015.01 - 2016.12,主持
[10] 基於不確定信息的群決策模型與方法,大連理工大學博士生學術之星專項資助,1萬元,2012.11 - 2013.10,主持
[09] 大連智慧城市建設中基於大數據的智慧型決策理論方法及支持技術研究,大連市科技創新基金重點學科(研究方向)重大課題,2018J11CY009,300萬元,2018.01 - 2020.12,參加
[08] 電子病歷數據挖掘中的聚類模型與算法研究,國家自然科學基金面上項目,71771034,47萬元,2018.01 - 2021.12,參加
[07] 動態數據挖掘中的演化聚類模型與算法研究,國家自然科學基金面上項目,71171030,45萬元,2012.01 - 2015.12,參加
[06] 新興電子商務的信息與物流管理,國家自然科學基金創新研究群體項目,71421001,840萬元,2015.01 - 2020.12,參加
[05] 基於最佳化理論和多元統計分析的數據挖掘與知識發現方法及套用研究,教育部新世紀優秀人才支持計畫,NECT-11-0050,30萬元,2012.01 - 2014.12,參加
[04] 面向產品生命周期的知識協調管理若干理論與方法研究,國家自然科學基金重點項目,71031002,150萬,2011.01 - 2014.12,參加
[03] 時間序列數據挖掘中的聚類模型與算法研究,國家自然科學基金面上項目,70871015,23萬元,2009.01 - 2011.12,參加
[02] 時間序列特徵表示與相似性度量方法,中央高校基本科研業務費專項項目,DUT11SX04,10萬元,2011.01 - 2012.12,參加
[01] 企業知識管理方法及企業本體論,國家高科技研究發展計畫863項目,2008AA04Z107,71萬元,2008.10 - 2010.12,參加
科研獲獎
– Publons全球同行評議獎—top 1% of reviewers in Computer Science and Cross-Field(2019)
– 遼寧省自然科學學術成果獎(論文著作)三等獎 (2019)
– 第十屆碩士生學術之星“優秀指導教師獎”(2019)
– 大連理工大學第十五屆“攀登杯”科技作品競賽優秀指導教師(2019)
– 大連市青年科技之星 (2018)
– 遼寧省自然科學學術成果獎(論文著作)三等獎 (2018)
– 中國高校SAS數據分析大賽優秀組織獎(2018)
– 大連市優秀科技成果獎三等獎 (2017)
– 遼寧省自然科學學術成果獎(論文著作)三等獎 (2016)
– 大連市自然科學優秀學術論文三等獎 (2016)
– 大連市自然科學優秀學術論文一等獎 (2015)
– 博士生國家獎學金 (2012)
– 遼寧省/大連理工大學優秀畢業生 (2014)
社會兼職
學術服務
– Journal of Intelligent & Fuzzy Systems (SCI, IF: 1.637) 副編輯(Associate Editor)
– Kybernetes (SCI, IF: 1.381) 副編輯(Associate Editor)
– International Journal of Computational Intelligence Systems (SCI, IF: 2.153) 編委 (Editorial Board Member)
– Frontiers in Big Data,審稿編輯(Review Editor)
– ICSES Transactions on Neural and Fuzzy Computing, 編委
– 中國管理現代化研究會商務智慧型專業委員會副秘書長
– 雙法研究會青年工作委員會第三屆委員會委員
– 雙法研究會智慧型決策與博弈分會理事
– 中國大百科全書(第三版)管理科學與工程卷“大數據與知識管理”學科分支秘書
– 國家自然科學基金委通訊評審專家
學會會員
– IEEE會員
– IEEE計算智慧型學會會員
– IEEE系統、人與控制論學會會員
– 歐洲模糊邏輯與技術學會會員
期刊評審
– African Journal of Business Management (SSCI)
– Annals of Operations Research (SCI)
– Applied Soft Computing (SCI)
– Asia-Pacific Journal of Operational Research (SCI)
– Computers & Industrial Engineering (SCI)
– Decision Sciences (SSCI)
– European Journal of Operational Research (SCI)
– Fuzzy Sets and Systems (SCI)
– Group Decision and Negotiation (SSCI)
– Hacettepe Journal of Mathematics and Statistics (SCI)
– IEEE Access (SCI)
– IEEE Transactions on Cybernetics (SCI)
– IEEE Transactions on Engineering Management (SCI/SSCI)
– IEEE Transactions on Fuzzy Systems (SCI)
– IEEE Transactions on Systems, Man, and Cybernetics: Systems (SCI)
– IEEE Transactions on Reliability (SCI)
– Information Fusion (SCI)
– Information Sciences (SCI)
– Information Systems Frontiers (SCI)
– International Journal of Computational Intelligence Systems (SCI)
– International Journal of Disaster Risk Reduction (SCI)
– International Journal of Environmental Research and Public Health (SCI)
– International Journal of Fuzzy System Applications
– International Journal of Fuzzy Systems (SCI)
– International Journal of Hospitality Management (SSCI)
– International Journal of Information Technology & Decision Making (SCI)
– International Journal of Machine Learning and Cybernetics (SCI)
– International Journal of Production Research (SCI)
– International Journal of Systems Science: Operations & Logistics (2014)
– International Journal of Systems Science (SCI)
– International Journal of Uncertainty, Fuzziness and Knowledge-Based System (SCI)
– Journal of Ambient Intelligence and Humanized Computing (SCI)
– Journal of Applied Statistics (SCI)
– Journal of Cleaner Production (SCI)
– Journal of Intelligent and Fuzzy Systems (SCI)
– Journal of Experimental & Theoretical Artificial Intelligence (SCI)
– Journal of Systems Science and Complexity (SCI)
– Journal of the Operational Research Society (SCI/SSCI)
– Knowledge-Based Systems (SCI)
– Kybernetes (SCI)
– Mathematical Problems in Engineering (SCI)
– Natural Hazards (SCI)
– Neurocomputing (SCI)
– Omega (SCI/SSCI)
– Physica A (SCI)
– Technological and Economic Development of Economy (SSCI)
– The Scientific World Journal (SCI)
– Journal of Computational Design and Engineering (Scopus)
– The Open Cybernetics & Systemics Journal (Scopus)
– OPSEARCH (Scopus)
– Annals of Fuzzy Mathematics and Informatics (2018)
– Granular Computing
– Heliyon
– J-MDPI
– 控制與決策
– 數學的實踐與認識
– 系統工程與電子技術
– 系統工程理論與實踐
– 管理工程學報
– 南開管理評論
– 中國科學與技術大學學報
– 系統工程學報
– 系統科學與數學
會議評審
– The 20th International Conference on Group Decision and Negotiation (GDN 2020)
– The 17th International Conference on Distributed Computing and Artificial Intelligence (DCAI 2020)
– The 20th International Symposium on Knowledge and Systems Sciences (KSS 2019)
– The 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2019)
– The 1st International Alan Turing Conference on Decision Support and Recommender Systems (DSRS-Turing 2019)
– The 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019)
– Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems in conjunction with Intelligent Systems Workshop 2018 (SCIS-ISIS2018)
– The 2018 IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD 2018)
– The 19th International Symposium on Knowledge and Systems Sciences (KSS 2018)
– The 37th North American Fuzzy Information Processing Society Annual Conference (NAFIPS 2018)
– The 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC2018)
– The 13th International FLINS Conference on Data Science and Knowledge Engineering for Sensing Decision Support (FLINS 2018)
– The 18th International Conference on Group Decision and Negotiation (GDN 2018)
– The 2018 IEEE World Congress on Computational Intelligence (WCCI 2018)
– The 18th International Symposium on Knowledge and Systems Sciences (KSS 2017)
– The 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2017)
– The 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017)
– Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS 2017)
– The 2016 IEEE World Congress on Computational Intelligence (WCCI 2016)
– The 17th International Symposium on Knowledge and Systems Sciences (KSS 2016)
– The 12th International FLINS Conference on Decision Making and Soft Computing (FLINS 2016)
– The 16th International Symposium on Knowledge and Systems Sciences (KSS 2015)
– The 16th World Congress of the International Fuzzy Systems Association (IFSA) and the 9th Conference of the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2015)
– The 11th International FLINS Conference on Decision Making and Soft Computing (FLINS 2014)
– The 2013 International Conference on Knowledge Science, Engineering and Management (KSEM 2013)
– The 15th IFSA World Congress and 32nd Annual Meeting of NAFIPS (IFSA-NAFIPS 2013)
– The 8th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2013)
– The 12th International Workshop on Meta-synthesis & Complex Systems (MCS 2012)
會議組織
– "Intelligent Group Decision Making and Consensus Process" in the 20th International Conference on Group Decision and Negotiation (GDN 2020), co-organized by Zhen Zhang, Yucheng Dong, Francisco Chiclana and Enrique Herrera-Videma.
– "Data-Driven Decision Making with Uncertainty" in the 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2019), co-organized by Luis Martínez, Yucheng Dong and Zhen Zhang.
– "Group Decision Making in Social Networks" in the 49th International Conference on Computers & Industrial Engineering (CIE 49), co-organized by Jian Wu, Yucheng Dong, Zaiwu Gong, Yejun Xu and Zhen Zhang.
– "Consensus Process Decision Making" in the 18th International Conference on Group Decision and Negotiation (GDN 2018), co-organized by Yucheng Dong, Zaiwu Gong, Jian Wu, Zhen Zhang and Haiming Liang.
– "Intelligent Decision Support Systems: Models, Methods and Applications" in the 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2017), co-organized by Zhen Zhang and Jialin Han.