基本介紹
- 中文名：過弋
- 國籍：中國
- 民族：漢
- 畢業院校：Bournemouth University；Heriot-Watt University
- 學位/學歷：博士
- 職務：博士生導師
- 職稱：華東理工大學教授
主講課程,科研方向,科研項目,學術成果,
主講課程
知識發現與數據挖掘、Web信息服務技術、計算機（專業）英語
科研方向
文本內容分析（事件分析、意圖推理、情感分析、趨勢預測和行為分析），商業大數據的採集、清洗和深 度挖掘，知識發現與知識工程。
科研項目
項目執行時 | 課題名稱 | 課題來源 |
2015.01-2018.12 | 面向事件分析的信息意圖檢測、建模與群體意圖推理技術研究 | 國家自然科學基金 |
2011.01-2013.12 | 基於成熟認知模型的文本歸類新技術研究 | 國家自然科學基金 |
2009.08-2011.07 | 認知智慧型化的概念-關係自動提取技術研究 | 上海市自然科學基金 |
2008.09-2010.08 | 基於自然語言處理技術的網路服務本體推理研究 | 教育部留學回國人員科研啟動基金 |
2011.12-2013.11 | 基於關聯論和互動論模型的認知化句法解析技術研究 | 教育部中央高校基本科研業務費 |
2014.10.-2017.08 | 面向貿易和物流行業的多源數據整合與智慧型挖掘服務系統 | 產學研合作 |
2015.03-2020.04 | 商業零售大數據的深度分析及可視化技術研究及軟體開發 | 產學研合作 |
學術成果
[1]Yi Guo, Yan Li, Zhiqing Shao, Cognitive intentionality Extraction from Discourse with Pragmatic-Tree Construction and Analysis[J],Information Sciences, ISSN: 0020-0255，ELSEVIER, 2012.06.09, Vol. 214(13) 35-55.(SCI:983QE/000307133000003, EI:20123015272329)SCI,JCR Q1,IF: 4.083.
[2]Yi Guo, Yan Li, Zhiqing Shao,An Ant Colony-based Text Clustering System with Cognitive Situation Dimensions[J],International Journal of Computational Intelligence Systems, ISSN: 1875-6891, Atlantis Press, 2015.01, Vol. 8 (1), 138-157.(SCI:AW1PT/000346062500012, EI:2014 4600179421)SCI,JCR Q3,IF: 0.574.
[3]Yi Guo,Zhihong WangZhiqing Shao,Improving Causality Induction with Category Learning[J],The Scientific World Journal, ISSN: 1537-744X, Hindawi Publishing Corp., 2014.04.30, Vol. 2014, 1-8.(SCI:AG9QF/000335753600001)SCI,JCR Q2,IF: 1.219.
[4]Yi Guo, Hao Chen,Microblog user ranking based on PageRank and Hadoop[J],WIT Transactions on Inf. & Comm. Technologies, ISSN: 1743-3517, FIE, 2014, Vol. 49, 1083-1091.(EI:20142717889370)
[5]Yi Guo, Yan Li, Zhiqing Shao,A Semantic Processing Model for Sentence Understanding based on Cognitive Learning,Proceedings of ICCSN 2011, IEEE Computer Society, 27-29 May 2011, 106-110.(EI:20113914378261)
[6]Yi Guo, Yan Li, Zhiqing Shao,A Review of Statistical and Cognitive Learning for Sentence Processing,Proceedings of ICCSN 2011, IEEE Computer Society, 27-29 May 2011, 101-105.(EI:20113914378260)
[7]Yuyi Jiang, Zhiqing Shao,Yi Guo*, Huanhuan Zhang, Liping Sun, Building XML Data Warehouse with Data Reconstruction by Knowledge Graph. Proceedings of IEEE Fifth International Conference on Big Data &Cloud Computing (BDCloud), 26-28 August 2015, Dalian, 314-320.(DOI: 10.1109/BDCloud.2015.48)
[8]孫麗萍,過弋*,唐文武,徐永斌.基於構成模式和條件隨機場的企業簡稱預測[J],計算機套用，ISSN:1001- 9081, 36(2), 449-454.
[9]過弋.大數據挖掘：成就零售業O2O[J],網際網路經濟,ISSN:2095-8560,2014(8),36-41.
[10]過弋. “網際網路+”開啟“雲端”工作新模式[J],網際網路經濟,ISSN:2095-8560,2015(4),48-51.
[11] Jie Zhai, Zhiqing Shao,Yi Guo, and Haiteng Zhang, Novel Web Service Selection Model Based on Discrete Group Search, The Scientific World Journal, ISSN:1537-744X, 2014. (DOI: 10.1155/2014/460593, SCI: AF9KP/000335034100001),SCI,JCR Q2,IF: 1.219.
[12]Yuyi Jiang, Zhiqing Shao andYi Guo, A DAG Scheduling Scheme on Heterogeneous Computing Systems Using Tuple-Based Chemical Reaction Optimization [J].The Scientific World Journal, 2014. (DOI: 10.1155/2014/404375, SCI: AR3EV/000343471600001),SCI,JCR Q2,IF: 1.219.
[13]Yuyi Jiang, Zhiqing Shao,Yi Guo, Huanhuan Zhang and Kun Niu, DRSCRO: A Metaheuristic Algorithm for Task Scheduling on Heterogeneous Systems [J].MATHEMATICAL PROBLEMS IN ENGINEERING,ISSN:1024-123X, 2015. (DOI: 10.1155/2015/396582, SCI: DA6VB/000367942500001),SCI,JCR Q3,IF: 0.762.
