Computer Science ›› 2020, Vol. 47 ›› Issue (3): 110-115.doi: 10.11896/jsjkx.190700041
• Database & Big Data & Data Science • Previous Articles Next Articles
GAO Nan,LI Li-juan,Wei-william LEE,ZHU Jian-ming
CLC Number:
[1]ZHAO J S,ZHU Q M,ZHOU G D,et al.Review of Research in Automatic Keyword Extraction[J].Journal of Software,2017,28(9):2431-2449. [2]BABAR S A,PATIL P D.Improving Performance of Text Summarization[J].Procedia Computer Science,2015,46:354-363. [3]ONAN A,KORUKGLU S,BULUT H.Ensemble of Keyword Extraction Methods and Classifiers in Text Classification[J].Expert Systems with Applications,2016,57(C):232-247. [4]LUHN H P.A Statistical Approach to Mechanized Encoding and Searching of Literary Information [J].IBM Journal of Research and Development 1957,1(4):309-317. [5]MIHALCEA R,TARAU P.TextRank:Bringing Order into Texts[C]∥Proceeding Conference on Empirical Methods in Natural Language Processing.Barcelona,Spain:2004:404-411. [6]CHEN W,WU Y Z,CHEN W L,et al.Automatic keyword extraction Based on BiLSTM-CRF[J].Computer Science,2018,45(S1):104-109. [7]CAMPPOS R,MANGARAVITE V,PASQUALI A,et al.A Text Feature Based Automatic Keyword Extraction Method for Single Documents[C]∥Advances in Information Retrieval (EDS).Cham:Springer,2018:10772. [8]ARDIANSYAH S,MAJID M A,ZAIN J M.Knowledge of extraction from trained neural network by using decision tree[C]∥International Conference on Science in Information Technology.IEEE,2017. [9]FRANK E,PAYNTER G W,et al.Domain-Specic Keyphrase Extraction [C]∥International Joint Conference on Artificial Intelligence.1999:668-673. [10]CHEN Y,YIN J,ZHU W,et al.Novel Word Features for Keyword Extraction [M]∥Web-Age Information Management.Springer International Publishing,2015:148-160. [11]KANIS J.Digging Language Model-Maximum Entropy Phrase Extraction[C]∥International Conference on Text.Speech:Brno,Czech,2016:46-53. [12]ZHOU C,LI S.Research of Information Extraction Algorithm based on Hidden Markov Model[C]∥International Conference on Information Science and Engineering.Springer,2010:1-4. [13]ZHANG C.Automatic Keyword Extraction from Documents Using Conditional Random Fields[J].Journal of Computational Information Systems,2008,4(3):1169-1180. [14]ZHANG Q,WANG Y,GONG Y,et al.Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter[C]∥Empirical Methods in Nnatural Language Processing.2016:836-845. [15]AQUINO,GERMAN O,LANZARINI L C.Keyword Identification in Spanish Documents using Neural Networks[J].Journal of Computer Science & Technology,2015,15(2):55-60. [16]MIKOLOV T,CHEN K,CORRADO G,et al.Efficient estimation of word representations in vector space[C]∥International Conference on Learning Representations(ICLR).2013:1301-3781. [17]LIU Z Y.Research on Keyword Extraction Method Based on Document Topic Structure[D].Beijing:Tsinghua University,2011. [18]GitHub[OL].https://github.com/uk9921/StopWords. [19]CHEN Y C,ZHANG Y X,WANG H,et al.Features Oriented Survey of State-of-the-Art Keyphrase Extraction Algorithms[J].Journal of Software,2018,29(7):2046-2070. [20]LI S,ZHAO Z,HU R,et al.Analogical Reasoning on Chinese Morphological and Semantic Relations[J].Meeting of the Association for Computational Linguistics,2018,2:138-143. |
[1] | HOU Xia-ye, CHEN Hai-yan, ZHANG Bing, YUAN Li-gang, JIA Yi-zhen. Active Metric Learning Based on Support Vector Machines [J]. Computer Science, 2022, 49(6A): 113-118. |
[2] | SHAN Xiao-ying, REN Ying-chun. Fishing Type Identification of Marine Fishing Vessels Based on Support Vector Machine Optimized by Improved Sparrow Search Algorithm [J]. Computer Science, 2022, 49(6A): 211-216. |
[3] | CHEN Jing-nian. Acceleration of SVM for Multi-class Classification [J]. Computer Science, 2022, 49(6A): 297-300. |
[4] | XING Yun-bing, LONG Guang-yu, HU Chun-yu, HU Li-sha. Human Activity Recognition Method Based on Class Increment SVM [J]. Computer Science, 2022, 49(5): 78-83. |
[5] | DENG Wei-bin, ZHU Kun, LI Yun-bo, HU Feng. FMNN:Text Classification Model Fused with Multiple Neural Networks [J]. Computer Science, 2022, 49(3): 281-287. |
[6] | BAI Yong, ZHANG Zhan-long, XIONG Jun-di. Power Knowledge Text Mining Based on FP-Growth Algorithm and GRNN [J]. Computer Science, 2021, 48(8): 86-90. |
[7] | ZHANG Tong-ming, ZHANG Ning. Review of Research on Investor Sentiment Index in Stock Market [J]. Computer Science, 2021, 48(6A): 143-150. |
[8] | GUO Fu-min, ZHANG Hua, HU Rong-hua, SONG Yan. Study on Method for Estimating Wrist Muscle Force Based on Surface EMG Signals [J]. Computer Science, 2021, 48(6A): 317-320. |
[9] | ZHUO Ya-qian, OU Bo. Face Anti-spoofing Algorithm for Noisy Environment [J]. Computer Science, 2021, 48(6A): 443-447. |
[10] | LEI Jian-mei, ZENG Ling-qiu, MU Jie, CHEN Li-dong, WANG Cong, CHAI Yong. Reverse Diagnostic Method Based on Vehicle EMC Standard Test and Machine Learning [J]. Computer Science, 2021, 48(6): 190-195. |
[11] | WANG You-wei, ZHU Chen, ZHU Jian-ming, LI Yang, FENG Li-zhou, LIU Jiang-chun. User Interest Dictionary and LSTM Based Method for Personalized Emotion Classification [J]. Computer Science, 2021, 48(11A): 251-257. |
[12] | WANG Shi-hao, WANG Zhong-qing, LI Shou-shan, ZHOU Guo-dong. Event Argument Extraction Using Gated Graph Convolution and Dynamic Dependency Pooling [J]. Computer Science, 2021, 48(11A): 52-56. |
[13] | CAO Su-e, YANG Ze-min. Prediction of Wireless Network Traffic Based on Clustering Analysis and Optimized Support Vector Machine [J]. Computer Science, 2020, 47(8): 319-322. |
[14] | SONG Yan, HU Rong-hua, GUO Fu-min, YUAN Xin-liang and XIONG Rui-yang. Improved SVM+BP Algorithm for Muscle Force Prediction Based on sEMG [J]. Computer Science, 2020, 47(6A): 75-78. |
[15] | FANG Meng-lin, TANG Wen-bing, HUANG Hong-yun and DING Zuo-hua. Wall-following Navigation of Mobile Robot Based on Fuzzy-based Information Decomposition and Control Rules [J]. Computer Science, 2020, 47(6A): 79-83. |
|