Enriching the Integration of Semantic Resources based on WordNet

被引:0
作者
Gutierrez Vazquez, Yoan [1 ]
Fernandez Orquin, Antonio [1 ]
Montoyo Guijarro, Andres [2 ]
Vazquez Perez, Sonia [2 ]
机构
[1] Univ Matanzas, Dept Informat, Matanzas, Cuba
[2] Univ Alicante, Dept Software & Comp Syst, Alicante, Spain
来源
PROCESAMIENTO DEL LENGUAJE NATURAL | 2011年 / 47期
关键词
WordNet; WordNet Domains; SUMO; WordNet Affects; Semantic Classes; SentiWordNet;
D O I
暂无
中图分类号
H0 [语言学];
学科分类号
030303 ; 0501 ; 050102 ;
摘要
In this paper we present the enrichment of the Integration of Semantic Resources based in WordNet (ISR-WN Enriched). This new proposal improves the previous one where several semantic resources such as SUMO, WordNet Domains and WordNet Affects were related, adding other semantic resources such as Semantic Classes and SentiWordNet. Firstly, the paper describes the architecture of this proposal explaining the particularities of each integrated resource. After that, we analyze some problems related to the mappings of different versions and how we solve them. Moreover, we show the advantages that this kind of tool can provide to different applications of Natural Language Processing. Related to that question, we can demonstrate that the integration of semantic resources allows acquiring a multidimensional vision in the analysis of natural language.
引用
收藏
页码:249 / 257
页数:9
相关论文
共 50 条
[31]   A novel model for semantic similarity measurement based on wordnet and word embedding [J].
Zhao, Fuqiang ;
Zhu, Zhengyu ;
Han, Ping .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (05) :9831-9842
[32]   Using Sentence Semantic Similarity Based on WordNet in Recognizing Textual Entailment [J].
Castillo, Julio J. ;
Cardenas, Marina E. .
ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2010, 2010, 6433 :366-375
[33]   Measuring Word Semantic Relatedness Using WordNet-Based Approach [J].
Wei, Tingting ;
Chang, Huiyou .
JOURNAL OF COMPUTERS, 2015, 10 (04) :252-259
[34]   Semantic-based grouping of search engine results using WordNet [J].
Hemayati, Reza ;
Meng, Weiyi ;
Yu, Clement .
ADVANCES IN DATA AND WEB MANAGEMENT, PROCEEDINGS, 2007, 4505 :678-+
[35]   Measuring semantic similarity using WordNet-based Context Vectors [J].
Wan, Shen ;
Angryk, Rafal A. .
2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, 2007, :71-76
[36]   G-WordNet: Moving WordNet 3.0 and Its Resources to a Graph Database [J].
Jimenez, Sergio ;
Duenas, George .
ADVANCES IN COMPUTING, CCC 2017, 2017, 735 :100-114
[37]   A Semantic Oriented Approach to Textual Entailment Using WordNet-Based Measures [J].
Castillo, Julio J. .
ADVANCES IN ARTIFICIAL INTELLIGENCE, MICAI 2010, PT I, 2010, 6437 :44-55
[38]   Semantic search extension based on Polish WordNet relations in business document exploration [J].
Potiopa, Piotr ;
Karwatowski, Michal ;
Duda, Jerzy ;
Sasor, Pawel ;
Wielgosz, Maciej ;
Muzykiewicz, Bartlomiej .
PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON INTERNET OF THINGS AND MACHINE LEARNING (IML'17), 2017,
[39]   Dense Embeddings Preserving the Semantic Relationships in WordNet [J].
Zhang, Canlin ;
Liu, Xiuwen .
2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2022,
[40]   An information Content-Based Approach for Measuring Concept Semantic Similarity in WordNet [J].
Zhang, Xiaogang ;
Sun, Shouqian ;
Zhang, Kejun .
WIRELESS PERSONAL COMMUNICATIONS, 2018, 103 (01) :117-132