胡堰,女,北京科技大學物聯網與電子工程系教師博士後,長期從事Web服務推薦技術和工業控制系統入侵檢測技術的研究。發表學術論文10餘篇,其中SCI一區收錄論文1篇,SCI二區收錄論文1篇,CCF B國際會議論文兩篇,中國一級期刊論文2篇,EI收錄論文若干篇。主要研究方向:個性化服務推薦,基於AI的工控系統入侵檢測,個性化服務推薦等。
基本介紹
- 中文名:胡堰
- 畢業院校:中國科學院大學,美國韋恩州立大學,西安交通大學
- 主要成就:2017年獲中國科學院大學“院長優秀獎”獎學金
2017年獲中國科學院大學優秀畢業生稱號 - 性別:女
人物經歷,論文著作,獲獎專利,
人物經歷
2017年7月於中國科學院大學獲得工學博士學位。
2011.09-2017.07 博士 中國科學院大學(軟體研究所)
2015.09-2016.10 博士聯合培養 美國韋恩州立大學
2007.09-2011.07 學士 西安交通大學
2011.09-2017.07 博士 中國科學院大學(軟體研究所)
2015.09-2016.10 博士聯合培養 美國韋恩州立大學
2007.09-2011.07 學士 西安交通大學
論文著作
1.Yan Hu, Qimin Peng, Xiaohui Hu. “Time-Aware and Data Sparsity Tolerant Web Service Recommendation Based on Improved Collaborative Filtering”. IEEE Transactions on Services Computing (TSC, SCI一區), 2015, 8(5), 782-794.
2. Yan Hu,Weisong Shi,Hong Li and Xiaohui Hu. “Mitigating Data Sparsity Using Similarity Reinforcement Enhanced Collaborating Filtering”. ACM Transactions on Internet Technology. (TOIT 2017, SCI二區)
3. Yan Hu, Qimin Peng, Xiaohui Hu, Rong Yang. “Web Service Recommendation Based on Time Series Forecasting and Collaborative Filtering”. IEEE 22nd International Conference on Web Service (ICWS Research Track), June 27-July 2, 2015, New York, NY, USA. (CCF B, Core A)
4. Yan Hu, Qimin Peng, Xiaohui Hu. “A Time-Aware and Data Sparsity Tolerant Approach for Web Service Recommendation”. IEEE 21st International Conference on Web Service (ICWS Research Track), June 27-July 2, 2014, Alaska, USA. (CCF B, Core A)
5. Yan Hu, Qimin Peng, Xiaohui Hu, Rong Yang. “Personalized QoS Prediction Using Time Series Forecasting and Collaborative”. International Journal of Services Computing, 2016. (EI國際期刊)
6. 胡堰, 彭啟明, 胡曉惠. “一種基於隱語義機率模型的個性化Web服務推薦方法”. 計算機研究與發展, 2014, 51(8): 1781-1793. (EI, 中國一級期刊)
7. Yan Hu, Qimin Peng, Xiaohui Hu. “An Effective Automatic Update Approach for Web Service Recommender Systems Based on Feedforward-Feedback Control Theory”. 2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems (MFI’14), September 28-30, 2014, Beijing, China. (EI)
8. Yan Hu, Qimin Peng, Xiaohui Hu. “A Novel Multilayered Context Awareness Technology for Internetware Evolution”. 1st International Workshop on Crowd-Based Software Development Methods and Technologies (CrowdSoft’14), Novermber 17, 2014, HongKong, China.(EI)
9. Rong Yang, Bin Li, Yan Hu. An Experimental Study for Intelligent Logistics: A Middleware Approach. Chinese Journal of Electronics, 2016, 25(3): 561-569. (SCI)
10. Rong Yang, Bin Li, Jian Wang, Zengyang Li, Yan Hu. Reusing Service Process Fragments with a Consensus between Service Providers and Users. Chinese Journal of Electronics, 2016, 25(4): 648-657. (SCI)
11. 胡堰,楊安,梅文明,戴忠,李紅,孫玉硯,孫利民.“工業控制系統入侵檢測綜述”.中國電機工程學會電力系統自動化專委會2017年學術交流會
12. 楊安,胡堰,周亮,鄭為民,石志強,孫利民.“基於信息流和狀態流融合的工控異常檢測算法”.計算機研究與發展2017(EI, 中國一級期刊). 已錄用
2. Yan Hu,Weisong Shi,Hong Li and Xiaohui Hu. “Mitigating Data Sparsity Using Similarity Reinforcement Enhanced Collaborating Filtering”. ACM Transactions on Internet Technology. (TOIT 2017, SCI二區)
3. Yan Hu, Qimin Peng, Xiaohui Hu, Rong Yang. “Web Service Recommendation Based on Time Series Forecasting and Collaborative Filtering”. IEEE 22nd International Conference on Web Service (ICWS Research Track), June 27-July 2, 2015, New York, NY, USA. (CCF B, Core A)
4. Yan Hu, Qimin Peng, Xiaohui Hu. “A Time-Aware and Data Sparsity Tolerant Approach for Web Service Recommendation”. IEEE 21st International Conference on Web Service (ICWS Research Track), June 27-July 2, 2014, Alaska, USA. (CCF B, Core A)
5. Yan Hu, Qimin Peng, Xiaohui Hu, Rong Yang. “Personalized QoS Prediction Using Time Series Forecasting and Collaborative”. International Journal of Services Computing, 2016. (EI國際期刊)
6. 胡堰, 彭啟明, 胡曉惠. “一種基於隱語義機率模型的個性化Web服務推薦方法”. 計算機研究與發展, 2014, 51(8): 1781-1793. (EI, 中國一級期刊)
7. Yan Hu, Qimin Peng, Xiaohui Hu. “An Effective Automatic Update Approach for Web Service Recommender Systems Based on Feedforward-Feedback Control Theory”. 2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems (MFI’14), September 28-30, 2014, Beijing, China. (EI)
8. Yan Hu, Qimin Peng, Xiaohui Hu. “A Novel Multilayered Context Awareness Technology for Internetware Evolution”. 1st International Workshop on Crowd-Based Software Development Methods and Technologies (CrowdSoft’14), Novermber 17, 2014, HongKong, China.(EI)
9. Rong Yang, Bin Li, Yan Hu. An Experimental Study for Intelligent Logistics: A Middleware Approach. Chinese Journal of Electronics, 2016, 25(3): 561-569. (SCI)
10. Rong Yang, Bin Li, Jian Wang, Zengyang Li, Yan Hu. Reusing Service Process Fragments with a Consensus between Service Providers and Users. Chinese Journal of Electronics, 2016, 25(4): 648-657. (SCI)
11. 胡堰,楊安,梅文明,戴忠,李紅,孫玉硯,孫利民.“工業控制系統入侵檢測綜述”.中國電機工程學會電力系統自動化專委會2017年學術交流會
12. 楊安,胡堰,周亮,鄭為民,石志強,孫利民.“基於信息流和狀態流融合的工控異常檢測算法”.計算機研究與發展2017(EI, 中國一級期刊). 已錄用
獲獎專利
- 專利: 一種基於隱語義機率模型的個性化服務推薦系統及方法.專利號: 201310392446.9。
一種用於網構軟體體系結構演化的分層情境感知方法.專利號: 201310078572.7。