The semantic web as a Linguistic resource:: Opportunities for natural language generation

被引：12

作者：

Mellish, Chris ^{[1
]}

Sun, Xiantang ^{[1
]}

机构：

[1] Univ Aberdeen, Kings Coll, Dept Comp Sci, Aberdeen AB24 3UE, Scotland

来源：

KNOWLEDGE-BASED SYSTEMS | 2006年 / 19卷 / 05期

基金：

英国工程与自然科学研究理事会;

关键词：

ontologies; semantic web; natural language processing;

D O I：

10.1016/j.knosys.2005.11.011

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 argues that, because the documents of the semantic web are created by human beings, they are actually much more like natural language documents than theory would have us believe. We present evidence that natural language words are used extensively and in complex ways in current ontologies. This leads to a number of dangers for the semantic web, but also opens up interesting new challenges for natural language processing. This is illustrated by our own work using natural language generation to present parts of ontologies. (c) 2006 Elsevier B.V. All rights reserved.

引用

页码：298 / 303

页数：6

共 14 条

[1] [Anonymous], 2004, OWL WEB ONTOLOGY LAN
[2] Barzilay Regina., 1999, Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics, P550, DOI [10.3115/1034678.1034760, DOI 10.3115/1034678.1034760, DOI 10.1115/10146781014760]
[3] BONTCHEVA K, 2004, 9 INT C APPL NAT LAN
[4] BUREK G, 2004, P INT WORKSH EL COMP
[5] Hameed A, 2003, IN HAND I S, P231
[6] Hirst G, 2003, IN HAND I S, P209
[7] Kittredge R., 1991, Computational Intelligence, V7, P305, DOI 10.1111/j.1467-8640.1991.tb00403.x
[8] McDermott Drew, 1981, P MIND DESIGN, P143
[9] Mellish C., 2004, Natural Language Engineering, V10, P227, DOI 10.1017/S1351324904003456
[10] WORDNET - A LEXICAL DATABASE FOR ENGLISH
MILLER, GA
[J]. COMMUNICATIONS OF THE ACM, 1995, 38 (11) : 39 - 41

← 1 2 →