The Problem of Learning Non-taxonomic Relationships of Ontologies from Text

被引：0

作者：

Serra, Ivo ^{[1
]}

Girardi, Rosario ^{[1
]}

Novais, Paulo ^{[2
]}

机构：

[1] Univ Fed Maranhao, Dept Comp Sci, Sao Luis, Brazil

[2] Univ Minho, Dept Comp Sci, Braga, Portugal

来源：

DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE | 2012年 / 151卷

关键词：

Ontology; Ontology learning; Non-taxonomic relationships; Natural Language Processing;

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：

Manual construction of ontologies by domain experts and knowledge engineers is a costly task. Thus, automatic and/or semi-automatic approaches to their development are needed. Ontology Learning aims at identifying its constituent elements, such as non-taxonomic relationships, from textual information sources. This article presents a discussion of the problem of Learning Non-Taxonomic Relationships of Onto logics and defines its generic process. Three techniques representing the state of the art of Learning Non-Taxonomic Relationships of Ontologies are described and the solutions they provide are discussed along with their advantages and limitations.

引用

页码：485 / +

页数：3

共 50 条

[31] What is aquatic botany?- And why algae are plants: The importance of non-taxonomic terms for groups of organisms
Bolton, John J.
AQUATIC BOTANY, 2016, 132 : 1 - 4
[32] Harvesting Domain Specific Ontologies from Text
Mousavi, Hamid
Kerr, Deirdre
Iseli, Markus
Zaniolo, Carlo
2014 IEEE INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC), 2014, : 211 - 218
[33] Taxonomic and non-taxonomic responses of benthic macroinvertebrates to metal toxicity in tropical reservoirs. The case of Cantareira Complex, Sao Paulo, Brazil
Beghelli, Frederico G. S.
Cetra, Mauricio
Marchese, Mercedes
Cesar Lopez-Doval, Julio
Rosa, Andre H.
Pompeo, Marcelo L. M.
Moschini-Carlos, Viviane
ANAIS DA ACADEMIA BRASILEIRA DE CIENCIAS, 2020, 92 (02):
[34] Artificial bee colony-based extraction of non-taxonomic relation between symptom and syndrome in TCM records
Yuan, Feng
Chen, Shouqiang
Liu, Hong
Xu, Liang
INTERNATIONAL JOURNAL OF COMPUTING SCIENCE AND MATHEMATICS, 2015, 6 (06) : 600 - 610
[35] Building Domain Ontologies from Text for Educational Purposes
Zouaq, Amal
Nkambou, Roger
IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES, 2008, 1 (01): : 49 - 62
[36] Building domain ontologies from text for educational purposes
Zouaq, Amal
Nkambou, Roger
Frasson, Claude
CREATING NEW LEARNING EXPERIENCES ON A GLOBAL SCALE, PROCEEDINGS, 2007, 4753 : 393 - +
[37] ABSIDES-CONVERSAE - A PROBLEM IN THE RELATIONSHIPS OF TEXT TO DIAGRAM FROM PLINY TO COPERNICUS
EASTWOOD, B
MANUSCRIPTA, 1982, 26 (01): : 5 - 6
[38] Learning medical ontologies from the web
Sanchez, David
Moreno, Antonio
KNOWLEDGE MANAGEMENT FOR HEALTH CARE PROCEDURES, 2008, 4924 : 32 - 45
[39] ON THE USE OF CORRESPONDENCE ANALYSIS TO LEARN SEED ONTOLOGIES FROM TEXT
Eynard, Davide
Marfia, Fabio
Matteucci, Matteo
KEOD 2010: Proceedings of the International Conference on Knowledge Engineering and Ontology Development, 2010, : 430 - 439
[40] An Analysis of Main Solutions for the Automatic Construction of Ontologies from Text
Girardi, Rosario
2016 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2016), 2016, : 457 - 460

← 1 2 3 4 5 →