傅向華[深圳大學教授]

傅向華，男，1977年4月生，湖南邵陽人，博士，教授，碩士生導師。

人物經歷

2005年12月到深圳大學計算系工作，2008年被聘為深圳大學計算機套用點碩士研究生導師，2015年12月聘為教授。

研究方向

主要從事數據挖掘、機器學習、自然語言處理、信息檢索、物聯網等領域的相關研究。

主要貢獻

現主持國家自然基金面上項目1項，深圳市基礎研究計畫項目1項，主持完成廣東省自然科學基金項目1項，深圳市基礎研究計畫項目2項，並參與完成國家自然科學基金、國家支撐計畫等項目多項。在國內外重要期刊及國際會議上發表60餘篇，作為副主編參與編寫教材4本,出版譯著1本，參與完成省級精品課程2門，獲省級教學成果一等獎1次。

發表論文

[1] Xianghua Fu, Jianqiang Li, Kun Yang, Laizhong Cui, Lei Yang.Dynamic Online HDP model for discovering evolutionary topics from Chinese social texts, Neurocomputing,171, 2016, 412-424

[2]Jianqiang Li, Jing Li, Xianghua Fu*, M.A. Masud, Joshua Zhexue Huang. Learning distributedwordrepresentation with multi-contextual mixed embedding. Knowledge-Based Systems 106 (2016) 220-230

[3]Laizhong Cui, Peng Ou, Xianghua Fu*, Zhenkun Wen, Nan Lu. A novel multi-objective evolutionary algorithm for recommendation systems. Journal of Parallel and Distributed Computing,http://dx.doi.org/10.1016/j.jpdc.2016.10.014

[4]Laizhong Cui, Linyong Dong, Xianghua Fu*, Zhenkun Wen, Nan Lu and Guanjing Zhang. A video recommendation algorithm based on the combination of video content and social network.Concurrencyand Computation Practice and Experience. (2016) DOI: 10.1002/cpe.3900

[5]Laizhong Cui,Lili Sun, Xianghua Fu*, Nan Lu, Guanjing Zhang. Exploring A Trust BasedRecommendationApproach for Videos in Online Social Network. Journal of Signal Processing System DOI 10.1007/s11265-016-1116-7

[6] Xianghua Fu, Kun Yang, Joshua Zhexue Huang, Laizhong Cui.Dynamic non-parametric joint sentiment topic mixture model,Knowledge-Based Systems, 82, 2015, 102-114

[7] Xianghua Fu, Guo Liu, Yanyan Guo, Zhiqiang Wang.Mulit-aspect Sentiment Analysis for Chinese Online Social Reviews Based on Topic Modeling and HowNet Lexicon [J].Knowledge-Based Systems.2013,37(1):186-195

[8] Xianghua Fu, Liandong Liu, Chao Wang.Detection ofCommunityOverlapAccording toBeliefPropagation andConflict. Physica A:Statistical Mechanics and its Applications. 392(4):2013, 941-952

[9] Xianghua Fu, Chao Wang, Zhiqiang Wang, Zhong Ming.Threshold Random Walkers forCommunity Detection in Complex Networks.Journal of Software, 2013,8(2):286-295

[10] 傅向華,劉國,郭岩岩,郭武彪.中文部落格多方面話題情感分析研究.中文信息學報.2013, 27(1):47-55

[11] 傅向華,陳冬劍,王志強.基於倒排索引位運算的深度優先頻繁項集挖掘[J].小型微型計算機系統,2012,33(8):1747-1751

[12] 傅向華,郭武彪,劉國,王志強.基於最小閉包球的中文部落格分類.計算機工程,201238(23):162-165

[13] Xianghua Fu,Chao Wang, Zhiqiang Wang, Zhong Ming. Scalable Community Discovery Based onThresholdRandom Walk. Journal of Computational Information System.2012, 8(11):8953-8960

[14] 傅向華,李堅強,杜文峰,王志強.基於Nyström低階近似的半監督流形排序圖像檢索.自動化學報, 2011,37(7): 787-793

[15] Xianghua Fu, Dongjian Chen, Zhiqiang Wang, Zhong Ming.Query Topic Classification Based on Index Terms Association Expansion. Journal of Computational Information System.2011,7(12):5535- 5544. [16] 傅向華,劉國,陳冬劍.一種核心子集選擇訓練的大規模中文網頁分類方法.小型微型計算機系統,2011,32(8):1608-1612

會議論文

[1] Xianghua Fu, Wangwang Liu, Yingying Xu, Chong Yu, Ting Wang. Long Short-term Memory Network over Rhetorical Structure Theory for Sentence-level Sentiment Analysis. Proceedings of The 8th Asian Conference on Machine Learning, pp. 17-32, 2016

[2] Xianghua Fu, Ting Wang, Jing Li, Chong Yu, Wangwang Liu. Improving Distributed Word Representation and Topic Model by Word-Topic Mixture Model. Proceedings of The 8th Asian Conference on Machine Learning, pp. 190-205, 2016

[3] Xianghua Fu, Haiying Wu, Laizhong Cui. Topic Sentiment Joint Model with Word Embeddings. Proceedings of DMNLP, Workshop at ECML/PKDD, Riva del Garda, Italy, 2016

[4] Xianghua Fu, Yingying Xu. Recursive Autoencoder with HowNet Lexicon for Sentence-Level Sentiment Analysis.Proceedings of the ASE BigData & SocialInformatics 2015

[5]Laizhong Cui, Genghui Li, Xianghua Fu*,Nan Lu. CPPStreaming: a Cloude-assisted Peer-to-Peer Live Streaming System. HPCC 2015, 7-13

[6] Xianghua Fu, Yanyan Guo, Wubiao Guo, Zhiqiang Wang: Aspect and Sentiment Extraction Based on Information-Theoretic Co-clustering. ISNN2012, LNAI(7368): 326-335

[7] Xianghua Fu, Xueping Guo, Chao Wang, Zhiqiang Wang: Overlapping community discovery based on core nodes and LDA topic modeling. FSKD 2012: 1325-1329

[8] Xianghua Fu, Guo Liu, Yanyan Guo, Wubiao Guo. Multi-aspect Blog Sentiment Analysis Based on LDA Topic Model and Hownet Lexicon[M]. Lecture Notes in Computer Science, Web Information Systems and Mining (WISM2011), 2011, (6988): 131-138

[9] Xianghua Fu, Liandong Liu, Tianxue Gong, Lan Tao. Improving Text Classification with concept Index Terms and Expansion Terms. Lecture Notes in Computer Science, Advances in Neural Networks –8th International Symposium on Neural Networks (ISNN 2011), 2011 (6677): 485-492.

[10] Xianghua Fu, Dongjian Chen, Xueping Guo, Chao Wang. Query Classification Based on Index Association Rule Expansion. Lecture Notes in Computer Science, Web Information Systems and Mining (WISM2011), 2011, (6988): 311-318.

教研論文

[1]王志強,傅向華,蔡平.以計算思維為導向的大學計算機基礎教學改革研究.工業和信息化教育.2014,(6):19-22

[2]傅向華,周虹.計算機遊戲設計中的計算思維能力培養.計算機教育,2013,(13):48-51

[3]傅向華,周虹,王志強.加強能力培養的“計算機圖形學”實驗教學改革.計算機教育,2012,(23):94-97

[4]傅向華,周虹,王志強.普及型計算機遊戲設計課程探索.計算機教育,2011,(6):81-85.

[5]傅向華,王志強等.以素質教育為基礎的計算機基礎教學改革探索.計算機教育,2008,(9):64-66.

教材

[1]王志強,傅向華,梁正平.計算機導論.清華大學出版社,2007

[2]王志強,傅向華,杜文峰.多媒體套用基礎.高等教育出版社,2012

[3]蔡平,張艷,王志強,傅向華.辦公軟體高級套用.高等教育出版社,2014

[4]崔來中,傅向華,陸楠.計算機網路與下一代網際網路.清華大學出版社,2015

[5]陳國良,王志強,毛睿,張艷.計算思維導論.高等教育出版社,2012.

主要譯著

現代編譯程式設計，Dick Grune等著，馮博琴，傅向華等譯. 人民郵電出版社，2003年9 月第1版.