Computer Science ›› 2020, Vol. 47 ›› Issue (11): 95-100.doi: 10.11896/jsjkx.190900012
• Database & Big Data & Data Science • Previous Articles Next Articles
WANG Sheng1, ZHANG Yang-sen1,2, ZHANG Wen1, JIANG Yu-ru1,2, ZHANG Rui1
CLC Number:
[1] BUDURA A,BOURGES-WALDEGG D,R IORDAN J.Deri-ving Expertise Profiles from Tags[C]//Proceedings of the 2009 International Conferenceon Computational Science and Engineering.2009:34-41. [2] KHAN S,NABEEL S M.OPEMS:Online Peer-to-Peer Expert-ise Matching System[C]//Proceedings of the 1st International Conferenceon Information and Communication Technologies.2005. [3] ZHANG J.The design and implementation of expert informationmanagement system for think tank [D].Harbin Institute of Technology,2017. [4] DAM K H T,TOUILI T.Automatic extraction of malicious behaviors[C]//2016 11th International Conference on Malicious and Unwanted Software (MALWARE).IEEE,2016. [5] ZHAO H B,LU W.The Study of Expert Research Field Automatic Recognition [J].New Technology of Library and Information Service,2010(2):63-67. [6] BLEI D M,NG A Y,JORDAN M I.Latent dirichlet allocation[J].J Machine Learning Research Archive,2003,3:993-1022. [7] GROOF R D,XU H.Automatic topic discovery of online hospital reviews using an improved LDA with Variational Gibbs Sampling[C]//IEEE International Conference on Big Data.IEEE,2018. [8] ZHOU W X,ZHANG Y S,ZHANG L.Research on topic detection and expression method for Weibo hot events[J/OL].Application Research of Computers.[2019-02-27].https://doi.org/10.19734/j.issn.1001-3695.2018.08.0601. [9] HU X.News hotspots detection and tracking based on LDA topic model[C]//International Conference on Progress in Informatics & Computing.IEEE,2017. [10] MIHALCEA R,TARAU P.Textrank:Bringing order into text[C]//Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing.2004:404-411. [11] WEN Y,YUAN H,ZHANG P.Research on keyword extraction based on Word2Vec weighted TextRank[C]//2016 2nd IEEE International Conference on Computer and Communications (ICCC).IEEE,2016. [12] LI W,ZHAO J.TextRank Algorithm by Exploiting Wikipedia for Short Text Keywords Extraction[C]//International Conference on Information Science & Control Engineering.IEEE,2016. [13] CUI L,FAN M,YONG S,et al.A Hierarchy Method Based on LDA and SVM for News Classification[C]//IEEE International Conference on Data Mining Workshop.2015. [14] YANG C Y,PAN Y N,ZHAO L.Study on Topic Extraction of Literatures Based on Weighted Semantic and Citation Relation [J].Library and Information Service,2016,60(9):131-138,146. [15] CHEN Z,JI W.Exploiting noisy web data by OOV ranking for low-resource keyword search[C]//International Symposium on Chinese Spoken Language Processing.2017. [16] MIKOLOV T,CHEN K,CORRADO G,et al.Efficient estimation of word representations in vector space[J].arXiv:1301.3781,2013. [17] AO F,WANG L,CHEN M,et al.Text and position ranking algorithm based on sample weighted[C]//International Conference on Information Science & Engineering.IEEE,2010. [18] SONG Y,SHI S,LI J,et al.Directional skip-gram:Explicitlydistinguishing left and right context for word embeddings[C]//Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics:Human Language Technologies(Short Papers).2018:175-180. [19] WU H,YIN S F,MA Y X,et al.WI-LDA:Technical Topic Analysis in Patents [J].Library and Information Service,2018,62(17):68-74. [20] SHAN B,LI F.A Survey of Topic Evolution Based on LDA[J].Journal of Chinese Information Processing,2010,24(6):43-49,68. |
[1] | WU Zi-yi, LI Shao-mei, JIANG Meng-han, ZHANG Jian-peng. Ontology Alignment Method Based on Self-attention [J]. Computer Science, 2022, 49(9): 215-220. |
[2] | GUO Yu-xin, CHEN Xiu-hong. Automatic Summarization Model Combining BERT Word Embedding Representation and Topic Information Enhancement [J]. Computer Science, 2022, 49(6): 313-318. |
[3] | HUANG Shao-bin, SUN Xue-wei, LI Rong-sheng. Relation Classification Method Based on Cross-sentence Contextual Information for Neural Network [J]. Computer Science, 2022, 49(6A): 119-124. |
[4] | MIU Feng, WANG Ping, LI Tai-yong. Implicit Causality Extraction Method Based on Event Action Direction [J]. Computer Science, 2022, 49(3): 276-280. |
[5] | XIAO Kang, ZHOU Xia-bing, WANG Zhong-qing, DUAN Xiang-yu, ZHOU Guo-dong, ZHANG Min. Review Question Generation Based on Product Profile [J]. Computer Science, 2022, 49(2): 272-278. |
[6] | MA Jian-hong, ZHANG Tong. Expert Recommendation Algorithm for Enterprise Engineering Problems [J]. Computer Science, 2022, 49(1): 159-165. |
[7] | YUAN Jing-ling, DING Yuan-yuan, SHENG De-ming, LI Lin. Image-Text Sentiment Analysis Model Based on Visual Aspect Attention [J]. Computer Science, 2022, 49(1): 219-224. |
[8] | LIU Kai, ZHANG Hong-jun, CHEN Fei-qiong. Name Entity Recognition for Military Based on Domain Adaptive Embedding [J]. Computer Science, 2022, 49(1): 292-297. |
[9] | ZOU Ao, HAO Wen-ning, JIN Da-wei, CHEN Gang, TIAN Yuan. Study on Text Retrieval Based on Pre-training and Deep Hash [J]. Computer Science, 2021, 48(11): 300-306. |
[10] | YU Liang, WEI Yong-feng, LUO Guo-liang, WU Chang-xing. Knowledge Distillation Based Implicit Discourse Relation Recognition [J]. Computer Science, 2021, 48(11): 319-326. |
[11] | LI Jian-lan, PAN Yue, LI Xiao-cong, LIU Zi-wei, WANG Tian-yu. Chinese Commentary Text Research Status and Trend Analysis Based on CiteSpace [J]. Computer Science, 2021, 48(11A): 17-21. |
[12] | ZHANG Ming-yang, WANG Gang, PENG Qi, ZHANG Yan-feng. Data Analysis of OpenReview [J]. Computer Science, 2021, 48(6): 63-70. |
[13] | SHI Wei, FU Yue. Microblog Short Text Mining Considering Context:A Method of Sentiment Analysis [J]. Computer Science, 2021, 48(6A): 158-164. |
[14] | PEI Ying, LI Tian-xiang, WANG Ao-qing, FU Jia-sheng, HAN Xiao-song. Prediction Method of International Natural Gas Price Trends Based on News [J]. Computer Science, 2021, 48(6A): 235-239. |
[15] | HUO Shuai, PANG Chun-jiang. Research on Sentiment Analysis Based on Transformer and Multi-channel Convolutional Neural Network [J]. Computer Science, 2021, 48(6A): 349-356. |
|