一种基于上下文规则的词义消歧算法

Abstract

Abstract:

According to the phenomenon that a word has many meanings, We proposed a word sense disambiguation algorithm\|based on context rule, in which the word sense disambiguation rules were defined so as to realize the specific sense of polysemy word in the text. WordNet knowledge structure and context relation were applied to semantic options in order to complete the word sense disambiguation task. With the text of Senseval3 as test set, the experimental results show that the test results of the word sense disambiguation algorithm is a very good algorithm that can effectively achieve word sense disambiguation.

Key words: WordNet, semantic relationship, rule, word sense disambiguation

CLC Number:

TP391

SONG Guoping, HAN Xiao,WANG Jing feng. Word Sense Disambiguation Algorithm Based on Context Rule[J].Journal of Jilin University Science Edition, 2014, 52(02): 326-330.

[1]	YANG Yong, ZHANG Lei, QU Fuheng, LIU Junjie, CHEN Qiang. THIMFUP Algorithm Based on the Most Frequent Item Extraction and Candidate Set Pruning [J]. Journal of Jilin University Science Edition, 2021, 59(3): 635-642.
[2]	WANG Tingting, WANG Hongzhi, LUI Qingxue, HU Huangshui, WANG Chuhang. Design of Fuzzy PID Controller for Brushless DC Motor Optimized by GA [J]. Journal of Jilin University Science Edition, 2020, 58(6): 1421-1428.
[3]	YANG Chenju, SUN Jun, PI Qiandong, SHAO Yubin, LONG Hua. Hierarchical Parsing Based on CRF and Multiple Rules [J]. Journal of Jilin University Science Edition, 2020, 58(6): 1452-1460.
[4]	ZHU Hongwei. Medical Image Fusion Method Based on NSST and Improved Sparse Representation [J]. Journal of Jilin University Science Edition, 2020, 58(4): 931-936.
[5]	WU Chunqiong. Characteristic Trend Reasoning Algorithm for LargeScale Data [J]. Journal of Jilin University Science Edition, 2020, 58(2): 364-370.
[6]	DUAN Yajun, YANG Youlong, BAI Xuying. Classification Algorithm of Random Missing AttributeValue Data Based on Fuzzy Rule#br# [J]. Journal of Jilin University Science Edition, 2019, 57(1): 89-96.
[7]	FENG Feng, ZHANG Longyao, ZHANG Qing. Description and Mining Method of Maximal Association RulesBased on Logical Formulas on Soft Sets [J]. Journal of Jilin University Science Edition, 2018, 56(4): 901-908.
[8]	ZHOU Shiyuan, WANG Yinglin. Semantic Search Algorithm Based onExtraction Rules and Ontology Mapping [J]. Journal of Jilin University Science Edition, 2018, 56(2): 329-334.
[9]	GUAN Biao. Multi-focus Image Fusion Method Based on Wavelet Transform [J]. Journal of Jilin University Science Edition, 2017, 55(04): 915-920.
[10]	CAI Hua, CHEN Guangqiu, LIU Guangwen, GENG Zhenye, YANG Yong. Image Fusion Method Based on BoundConstrained OptimalProjection Gradient for NMF in TINST Domain [J]. Journal of Jilin University Science Edition, 2016, 54(05): 1087-1095.
[11]	CAO Ying, MIAO Zhigang. Improved Apriori Algorithm Based on Vector Matrix Optimization Frequent Items [J]. Journal of Jilin University Science Edition, 2016, 54(02): 349-353.
[12]	PENG Tao, DAI Yaokang, ZHU Fengtong, ZHANG Bangzuo, LIU Lu, YAN Zhao, QIAN Feng. RuleBased Method for Unsupervised PartofSpeech Tagging [J]. Journal of Jilin University Science Edition, 2015, 53(05): 956-962.
[13]	LIU Tao, LIU Richeng, LV Xianrui, JING Yu. Differential Viscosity Function of Laminar Flowof Non-Newtonian Fluid in Pipes [J]. Journal of Jilin University Science Edition, 2015, 53(03): 471-477.
[14]	JIE Nan-Nan, HU Liang, NU Er-Bu-Li, FAN Li, YI Xiao-Tian. Web Recommender System Based on Web Log Mining [J]. J4, 2013, 51(02): 267-272.
[15]	LI Pei-yue, ZHANG Ming-chao, SHI Jun-xia, SUI Yong-xin, YANG Huai-jiang. One-Way Hash Function Based on Rule 198 of Cellular Automata [J]. J4, 2012, 50(4): 733-739.

Word Sense Disambiguation Algorithm Based on Context Rule

PDF (PC)

Like

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Metrics

Comments

Recommended 10