Computer Science ›› 2019, Vol. 46 ›› Issue (11A): 66-71.
• Intelligent Computing • Previous Articles Next Articles
LIU Hui-qing, GUO Yan-bu, LI Hong-ling, LI Wei-hua
CLC Number:
[1]SEVERYN A,MOSCHITTI A.Learning to Rank Short TextPairs with Convolutional Deep Neural Networks[C]∥The International ACM SIGIR Conference.2015:373-382. [2]ZHANG W,XUE G R,XUE G R,et al,Advertising Keywords Recommendation for Short-Text Web Pages Using Wikipedia[J].Acm Transactions on Intelligent Systems & Technology,2012,3(2):36:1-36:25. [3]NGUYEN T H,GRISHMAN R.Relation Extraction:Perspec-tive from Convolutional Neural Networks[C]∥The Workshop on Vector Space Modeling for Natural Language Processing.2015:39-48. [4]MA H,JI Y,LI X,et al.A Microblog Hot Topic Detection Algorithm Based on Discrete Particle Swarm Optimization[C]∥Pacific Rim International Conference on Trends in Artificial Intelligence.2016:271-282. [5]MA J L,LIU J L,YU C H.An efficient algorithm for Chinese text clustering[J].Computer Engineering & Science,2013,35(2):103-108. [6]高永兵,钟振华,王宇,等.基于混合方法的中文微博自动摘要技术研究[J].计算机工程与科学,2016,38(6):1257-1261. [7]王仲远,程健鹏,王海勋,等.短文本理解研究[J].计算机研究与发展,2016,53(2):262-269. [8]YU Z,WANG H,LIN X,et al.Understanding short textsthrough semantic enrichment and hashing[J].IEEE Transactions on Knowledge & Data Engineering,2016,28(2):566-579. [9]WANG Y,HUANG H,FENG C.Query Expansion Based on a Feedback Concept Model for Microblog Retrieval[C]∥International Conference on World Wide Web.2017:559-568. [10]崔婉秋,杜军平,寇菲菲,等.面向微博短文本的社交与概念化语义扩展搜索方法[J].计算机研究与发展,2018,55(8):1641-1652. [11]吕超镇,姬东鸿,吴飞飞.基于LDA特征扩展的短文本分类[J].计算机工程与应用,2015,51(4):123-127. [12]XU K,FENG Y,HUANG S,et al.Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling[J].Computer Science,2015,71(7):941-949. [13]SRIRAM B,FUHRY D,DEMIR E,et al.Short text classification in twitter to improve information filtering[C]∥Internatio-nal ACM SIGIR Conference on Research and Development in Information Retrieval.2010:841-842. [14]ZHANG W,XU W,CHEN G,et al.A Feature Extraction Me-thod Based on Word Embedding for Word Similarity Computing[J].Communications in Computer & Information Science,2014,496:160-167. [15]袁满,欧阳元新,熊璋,等.一种基于频繁词集的短文本特征扩展方法[J].东南大学学报(自然科学版),2014,44(2):256-260. [16]郭永辉.面向短文本分类的特征扩展方法[D].哈尔滨:哈尔滨工业大学,2013. [17]MENDES E.Introduction to Bayesian Networks[J].Medical Imaging Technology,2014,21(2):1-5. [18]PEARL J.Probabilistic Reasoning in Intelligent Systems[M].Morgan Kaufmann Publishers,1988:1022-1027. [19]YI Z H,WEI W L,XI C Y,et al.Research Progress of Probabilistic Graphical Models:A Survey[J].Journal of Software,2013,24(11):2476-2497. [20]TANG B,KAY S,HE H.Toward Optimal Feature Selection in Naive Bayes for Text Categorization[J].IEEE Transactions on Knowledge & Data Engineering,2016,28(9):2508-2521. [21]陈为,朱标,张宏鑫.BN-Mapping:基于贝叶斯网络的地理空间数据可视分析[J].计算机学报,2016(7):1281-1293. [22]王双成,高瑞,杜瑞杰.具有超父结点时间序列贝叶斯网络集成回归模型[J].计算机学报,2017,40(12):2748-2761. [23]HECKERMAN D,DAN G,CHICKERING D M.LearningBayesian networks:The combination of knowledge and statistical data[J].Machine Learning,1995,20(3):197-243. [24]BLITZER J,DREDZE M,PEREIRA F.Biographies,Bollywood,Boom-boxes and Blenders:Domain Adaptation for Sentiment Classification[C]∥Proceedings of ACL’07.2007. |
[1] | LYU Xiao-feng, ZHAO Shu-liang, GAO Heng-da, WU Yong-liang, ZHANG Bao-qi. Short Texts Feautre Enrichment Method Based on Heterogeneous Information Network [J]. Computer Science, 2022, 49(9): 92-100. |
[2] | SHAO Xin-xin. TI-FastText Automatic Goods Classification Algorithm [J]. Computer Science, 2022, 49(6A): 206-210. |
[3] | LIU Shuo, WANG Geng-run, PENG Jian-hua, LI Ke. Chinese Short Text Classification Algorithm Based on Hybrid Features of Characters and Words [J]. Computer Science, 2022, 49(4): 282-287. |
[4] | LI Jia-rui, LING Xiao-bo, LI Chen-xi, LI Zi-mu, YANG Jia-hai, ZHANG Lei, WU Cheng-nan. Dynamic Network Security Analysis Based on Bayesian Attack Graphs [J]. Computer Science, 2022, 49(3): 62-69. |
[5] | ZHANG Hu, BAI Ping. Graph Convolutional Networks with Long-distance Words Dependency in Sentences for Short Text Classification [J]. Computer Science, 2022, 49(2): 279-284. |
[6] | LI Chao, QIN Biao. Efficient Computation of Intervention in Causal Bayesian Networks [J]. Computer Science, 2022, 49(1): 279-284. |
[7] | SHI Wei, FU Yue. Microblog Short Text Mining Considering Context:A Method of Sentiment Analysis [J]. Computer Science, 2021, 48(6A): 158-164. |
[8] | ZHANG Ming-yang, WANG Gang, PENG Qi, ZHANG Yan-feng. Data Analysis of OpenReview [J]. Computer Science, 2021, 48(6): 63-70. |
[9] | LI Chao, QIN Biao. Efficient Computation of MPE in Causal Bayesian Networks [J]. Computer Science, 2021, 48(4): 14-19. |
[10] | LU Bo-ren, HU Shi-zhe, LOU Zheng-zheng, YE Yang-dong. Character-level Feature Extraction Method for Railway Text Classification [J]. Computer Science, 2021, 48(3): 220-226. |
[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] | JI Nan-xun, SUN Xiao-yan, LI Zhen-qi. Fusion Vectorized Representation Learning of Multi-source Heterogeneous User-generated Contents [J]. Computer Science, 2021, 48(10): 51-58. |
[13] | CHENG Jing, LIU Na-na, MIN Ke-rui, KANG Yu, WANG Xin, ZHOU Yang-fan. Word Embedding Optimization for Low-frequency Words with Applications in Short-text Classification [J]. Computer Science, 2020, 47(8): 255-260. |
[14] | NI Hai-qing, LIU Dan, SHI Meng-yu. Chinese Short Text Summarization Generation Model Based on Semantic-aware [J]. Computer Science, 2020, 47(6): 74-78. |
[15] | XU Yuan-yin,CHAI Yu-mei,WANG Li-ming,LIU Zhen. Emotional Sentence Classification Method Based on OCC Model and Bayesian Network [J]. Computer Science, 2020, 47(3): 222-230. |
|