- 教师简介
- 研究成果
杨燕，华东师大计算机科学技术系教师，在读博士，目前的主要研究方向是智能多媒体技术、用户行为和推荐以及机器学习等内容。近几年，作为课题责任人承担了国家科技支撑项目1项，上海市科委重大课题2项，作为主要研究人员参与了国家科技支撑项目2项，参与多项上海市科委重大重点课题的研究工作，获得上海市科技进步奖二等奖一次。参与了上海市科委信息技术领域战略研究，上海市科委软科学研究项目《上海新一代信息技术前瞻研究》，编写了2006年、2007年、2008年三年的《上海市数字媒体领域年度发展报告》，上海市科委软科学研究项目《上海新一代信息技术前瞻研究》，参与了国家《现代服务业战略研究报告》和上海市《科技支撑现代服务业发展模式研究报告》。作为第一作者和通信作者发表论文6篇，编写教材1本，发明专利授权3项。
论文成果
[1] Yan Yang, Liang He, Meng Qiu. Exploration and Improvement in Keyword Extraction for News Based on TFIDF, 2011 3rd International Conference on Machine Learning and Computing ICMLC 2011,February 26-28,2011, Singapore.
[2] Yan Yang, He Liang, XueMing Cai. A Dynamic Trust Evaluation Algorithm based on Subjective Logic in Pervasive Computing Environment, The 10th International Conference on Control, Automation, Robotics and Vision, ICARCV 2008, Dec 17-20 2008, Hanoi, Vietnam. (IEEE Catalog Number:CFP08532-CDR )
[3] 杨燕，顾君忠.联邦式LDAP目录服务系统的研究与实现[J].计算机应用，2004(6):51-53
[4] Na Fan, Yan Yang, Liang He* An Algorithm of Users Access Patterns Mining Based on Video Recommendation,The 5th International Conference on Human-centric Computing (HumanCom 2012) ,Gwangju, Korea on September 6-8, 2012.
[5] Shaofei Zhang, Junzhong Gu, Yan Yang*. Research on Personalized Recommendation System based on Intelligent Chat Robot , The 13th IEEE Joint International Computer Science and Information Technology Conference, August 20 - 23, 2011, Chongqing, China.
[6] Liang He, Yan Yang*,Jing Xue，A Hybrid Video Quality Assessment Approach Based on BP Neural-Network over Packet Networks，2011 3rd International Conference on Signal Acquisition and Processing（ICSAP 2011），Feb 26, 2011 - Feb 28, 2011 in Singapore.
[7] Liang He, Meng Qiu, Yan Yang*, DCSA Framework of QOE Management for Streaming Media,2011 3rd International Conference on Signal Acquisition and Processing（ICSAP 2011），Feb 26, 2011 - Feb 28, 2011 in Singapore.
[8] HuiJing Cao, Gu JunZhong,Yan Yang. The Personalized Tagging Recommendation System Based On the Intelligent Service Robot by Behavioral Analysis, 2010 Second IITA International Joint Conference on Artificial Intelligence（IITA-JCAI 2010) ,Dec 25-26, 2010, Shanghai, China.
专利授权
[1] 一种无参考的流视频质量评估方法，授权号："ZL 2008 1 0207695.5"
[2] 一种基于视频特征的流视频质量评估方法，授权号："ZL 2008 1 0207697.4"
[3] 一种引入节目热门度权重的协作过滤推荐方法，授权号："ZL 2008 1 0037498.3"
