- 教師簡介
- 研究成果
楊燕，華東師大計算機(jī)科學(xué)技術(shù)系教師，在讀博士，目前的主要研究方向是智能多媒體技術(shù)、用戶行為和推薦以及機(jī)器學(xué)習(xí)等內(nèi)容。近幾年，作為課題責(zé)任人承擔(dān)了國家科技支撐項目1項，上海市科委重大課題2項，作為主要研究人員參與了國家科技支撐項目2項，參與多項上海市科委重大重點課題的研究工作，獲得上海市科技進(jìn)步獎二等獎一次。參與了上海市科委信息技術(shù)領(lǐng)域戰(zhàn)略研究，上海市科委軟科學(xué)研究項目《上海新一代信息技術(shù)前瞻研究》，編寫了2006年、2007年、2008年三年的《上海市數(shù)字媒體領(lǐng)域年度發(fā)展報告》，上海市科委軟科學(xué)研究項目《上海新一代信息技術(shù)前瞻研究》，參與了國家《現(xiàn)代服務(wù)業(yè)戰(zhàn)略研究報告》和上海市《科技支撐現(xiàn)代服務(wù)業(yè)發(fā)展模式研究報告》。作為第一作者和通信作者發(fā)表論文6篇，編寫教材1本，發(fā)明專利授權(quán)3項。
論文成果
[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] 楊燕，顧君忠.聯(lián)邦式LDAP目錄服務(wù)系統(tǒng)的研究與實現(xiàn)[J].計算機(jī)應(yīng)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），F(xiàn)eb 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），F(xiàn)eb 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.
專利授權(quán)
[1] 一種無參考的流視頻質(zhì)量評估方法，授權(quán)號："ZL 2008 1 0207695.5"
[2] 一種基于視頻特征的流視頻質(zhì)量評估方法，授權(quán)號："ZL 2008 1 0207697.4"
[3] 一種引入節(jié)目熱門度權(quán)重的協(xié)作過濾推薦方法，授權(quán)號："ZL 2008 1 0037498.3"
