Semantic Interpretation and the Upper-Level Ontology of WordNet

被引:0
作者
Gomez, Fernando [1 ]
机构
[1] Univ Cent Florida, Sch Comp Sci, Orlando, FL 32816 USA
关键词
lexical ontology; WordNet; natural language understanding; cognitive science;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper deals with the ontology for natural language understanding. In particular, the paper focuses on the WordNet noun ontology, proposes some additions, changes and reorganizations, and explains the rationale supporting them. These changes have been pointed out by a semantic interpreter driven by over 3000 verb predicates that use WordNet noun ontology and WordNet verb classes. The selectional restrictions in the semantic roles of the predicates are WordNet ontological categories. The main criterion for changing an ontological category has been failing to interpret some sentences. A detailed analysis of the proposed changes is presented.
引用
收藏
页码:93 / 116
页数:24
相关论文
共 50 条
[21]   Enriching the Integration of Semantic Resources based on WordNet [J].
Gutierrez Vazquez, Yoan ;
Fernandez Orquin, Antonio ;
Montoyo Guijarro, Andres ;
Vazquez Perez, Sonia .
PROCESAMIENTO DEL LENGUAJE NATURAL, 2011, (47) :249-257
[22]   The Arabic ontology - an Arabic wordnet with ontologically clean content [J].
Jarrar, Mustafa .
APPLIED ONTOLOGY, 2021, 16 (01) :1-26
[23]   A WordNet Ontology in Improving Searches of Digital Dialect Dictionary [J].
Mladenovic, Miljana ;
Stankovic, Ranka ;
Krstev, Cvetana .
NEW TRENDS IN DATABASES AND INFORMATION SYSTEMS, ADBIS 2017, 2017, 767 :373-383
[24]   The Impact of Ontology on the Performance of Information Retrieval: A Case of Wordnet [J].
Indrawan, Maria ;
Loke, Seng .
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY AND WEB ENGINEERING, 2008, 3 (01) :24-37
[25]   Improvement of Semantic Similarity Algorithm Based on WordNet [J].
Li, Haisheng ;
Tian, Yun ;
Cai, Qiang .
2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2011, :564-567
[26]   Annotating Words Using WordNet Semantic Glosses [J].
Szymanski, Julian ;
Duch, Wlodzislaw .
NEURAL INFORMATION PROCESSING, ICONIP 2012, PT IV, 2012, 7666 :180-187
[27]   Classifying Verbs in WordNet by Harnessing Semantic Resources [J].
Leseva, Svetlozara ;
Stoyanova, Ivelina ;
Todorova, Maria .
PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE COMPUTATIONAL LINGUISTICS IN BULGARIA (CLIB '18), 2018, :115-125
[28]   On WordNet Semantic Classes: Is the Sum Always Bigger [J].
Dimitrova, Tsvetana .
PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE COMPUTATIONAL LINGUISTICS IN BULGARIA (CLIB '20), 2020, :176-184
[29]   A new method for ontology merging based on concept using WordNet [J].
Cho, M ;
Kim, H ;
Kim, P .
8th International Conference on Advanced Communication Technology, Vols 1-3: TOWARD THE ERA OF UBIQUITOUS NETWORKS AND SOCIETIES, 2006, :U1573-U1576
[30]   A Method to Synthetically Calculate the Ontology Conception Similarity Based on the WordNet [J].
Wang Hongsheng ;
Liu Qiuyan .
2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL II, PROCEEDINGS, 2009, :181-184