Citation: | Senlin Luo, Qianrou Chen, Jia Guo, Ji Zhang, Limin Pan. Microblog Summarization via Enriching Contextual Features Based on Sentence-Level Semantic Analysis[J].JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY, 2017, 26(4): 505-516.doi:10.15918/j.jbit1004-0579.201726.0410 |
[1] |
Long Rui, Wang Haofen, Chen Yuqiang, et al. Towards effective event detection, tracking and summarization on microblog data[C]//International Conference on Web-Age Information Management. Berlin, Heidelberg:Springer, 2011:652-663.
|
[2] |
Hua W, Zhang Yanqing. Threshold and associative based classification for social spam profile detection on twitter[C]//Semantics, Knowledge and Grids (SKG), 2013 Ninth International Conference on IEEE, Beijing, China,2013.
|
[3] |
Olariu A. Clustering to improve microblog stream summarization[C]//Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 201214th International Symposium on IEEE, Omaha, NE, USA,2012.
|
[4] |
Khan M A H, Bollegala D, Liu Guangwen,et al. Multi-tweet summarization of real-time events[C]//Social Computing (SocialCom), 2013 International Conference on IEEE, Washington, DC, USA,2013.
|
[5] |
Zhang Renxian, Li Weijie, Gao Dehong, et al. Automatic twitter topic summarization with speech acts[J]. IEEE Transactions on Audio, Speech, and Language Processing, 2013, 21(3):649-658.
|
[6] |
Blei D M, Ng A Y, Jordan M I. Latent dirichlet allocation[J]. Journal of Machine Learning Research, 2003, 3:993-1022.
|
[7] |
Luo Senlin, Han Lei, Pan Limin, et al. Construction method of Chinese sentential semantic structure[J]. Journal of Beijing Institute of Technology, 2015, 24(1):110-117.
|
[8] |
Harabagiu S M, Hickl A. Relevance modeling for microblog summarization[C]//International AAAI Conference on Web and Social Media, Barcelona, Spain, 2011.
|
[9] |
Liu Yinbin, Shi Mengyao. The influence factors to the enterprise microblogs[C]//Computing Technology and Information Management (ICCM), 20128th International Conference on IEEE, Seoul, Korea,2012.
|
[10] |
Wang Xuming, ZuoWanli, Wang Ying, et al. Microblog comments sentiment analysis based on extended emotional lexicon[C]//International Conference on Information Computing and Applications. Springer, Berlin:Heidelberg, 2013:385-397.
|
[11] |
Sharifi B, Hutton M A, Kalita J K. Experiments in microblog summarization[C]//Social Computing (SocialCom), 2010 IEEE Second International Conference on IEEE, Minneapolis, MN, USA,2010.
|
[12] |
Sharifi B P, Inouye D I, Kalita J K. Summarization of twitter microblogs[J]. The Computer Journal, 2013, 57(3):378-402.
|
[13] |
Chakrabarti D, Punera K. Event summarization using tweets[J]. ICWSM, 2011, 11:66-73.
|
[14] |
Inouye D, Kalita J K. Comparing twitter summarization algorithms for multiple post summaries[C]//Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), 2011 IEEE Third International Conference on IEEE, Boston, USA,2011.
|
[15] |
Vanderwende L, Suzuki H, Brockett C, et al. Beyond SumBasic:Task-focused summarization with sentence simplification and lexi-cal expansion[J]. Information Processing & Management, 2007, 43(6):1606-1618.
|
[16] |
Mihalcea T R, Textrank P T. Bringing order into texts[C]//Proceedings of the Conference on Empirical Methods in Natural Language Processing, Barcelona, Spain, 2004.
|
[17] |
Erkan G, Radev D R. Lexrank:Graph-based lexical centrality as salience in text summarization[J]. Journal of Artificial Intelligence Research, 2004, 22:457-479.
|
[18] |
Liu Fei, Liu Yang, WengFuliang. Why is sxsw trending?:exploring multiple text sources for twitter topic summarization[C]//Workshop on Languages in Social Media. Association for Computational Linguistics, Stroudsburg, PA, USA,2011.
|
[19] |
Gao Dehong, Li Wenjie, CaiXiaoyan, et al. Sequential summarization:A full view of twitter trending topics[J]. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), 2014, 22(2):293-302.
|
[20] |
Chen Yan, Zhang Xiaoming, Li Zhoujun, et al. Search engine reinforced semi-supervised classification and graph-based summarization of microblogs[J]. Neurocomputing, 2015, 152:274-286.
|
[21] |
He Yanxiang, Su Wen, Tian Ye, et al. Summarizing microblogs on network hot topics[C]//Internet Technology and Applications (iTAP), 2011 International Conference on IEEE, Wuhan, China, 2011.
|
[22] |
Bian Jingwen, Yang Yang, Chua T S. Multimedia summarization for trending topics in microblogs[C]//the 22nd ACM International Conference on Information & Knowledge Management ACM, New York, USA,2013.
|
[23] |
Luo Senlin, Liu Yingying, Feng Yang, et al. Method of building BFS-CTC:A Chinese tagged corpus of sentential semantic structure[J]. Transactions of Beijing Institute of Technology, 2012, 32(3):311-315. (in Chinese)
|
[24] |
Heinrich G. Parameter estimation for text analysis[R]. Germany:University of Leipzig, 2008.
|
[25] |
Phan X H, Nguyen C T. GibbsLDA++:A C/C++ implementation of latent Dirichlet allocation (LDA)[EB/OL].[2013/04/15]. http://gibbslda.sourceforge.net/.
|
[26] |
Lin C Y. Rouge:a package for automatic evaluation of summaries[C]//Text Summarization Branches out:Proceedings of the ACL-04 workshop, Barcelona, Spain, 2004.
|
[27] |
Sharifi B, Hutton M A, Kalita J. Summarizing microblogs automatically[C]//Human Language Technologies:The 2010 Annual Con-ference of the North American Chapter of the Association for Computational Linguistics, Los Angeles, California, USA, 2010.
|
[28] |
Gong Yihong, Xin Liu. Generic text summarization using relevance measure and latent semantic analysis[C]//the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, New Orleans, USA, 2001.
|
[29] |
Arora R, Ravindran B. Latent dirichlet allocation based multi-document summarization[C]//The Second Workshop on Analytics for Noisy Unstructured Text Data ACM, New York, NY, USA, 2008.
|