Aligning Data Records Using WordNet

Jer Lang Hong, Eu-Gene Siew, S. Egerton
{"title":"Aligning Data Records Using WordNet","authors":"Jer Lang Hong, Eu-Gene Siew, S. Egerton","doi":"10.1109/ICCRD.2010.79","DOIUrl":null,"url":null,"abstract":"Current automatic wrappers using DOM tree to align data records generally have limitations such as the inability to align iterative (repetitive and similar) and disjunctive (optional) data items. Our study on the properties of data records shows that these data items can be aligned based on their semantic properties. In this context, we propose an ontological technique using existing lexical database for English (WordNet) for the alignment of data records. Regular expression rules are developed to align the data items extracted so that they can be used for further processing. Experimental results indicate that our technique is robust and performs better than the existing state of the art wrappers.","PeriodicalId":158568,"journal":{"name":"2010 Second International Conference on Computer Research and Development","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 Second International Conference on Computer Research and Development","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCRD.2010.79","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

Current automatic wrappers using DOM tree to align data records generally have limitations such as the inability to align iterative (repetitive and similar) and disjunctive (optional) data items. Our study on the properties of data records shows that these data items can be aligned based on their semantic properties. In this context, we propose an ontological technique using existing lexical database for English (WordNet) for the alignment of data records. Regular expression rules are developed to align the data items extracted so that they can be used for further processing. Experimental results indicate that our technique is robust and performs better than the existing state of the art wrappers.
使用WordNet对齐数据记录
当前使用DOM树来对齐数据记录的自动包装器通常有一些限制,比如无法对齐迭代(重复的和相似的)和析取(可选的)数据项。我们对数据记录属性的研究表明,这些数据项可以根据它们的语义属性进行对齐。在这种情况下,我们提出了一种本体论技术,使用现有的英语词汇数据库(WordNet)来对齐数据记录。开发正则表达式规则是为了对齐提取的数据项,以便将它们用于进一步处理。实验结果表明,该方法具有较强的鲁棒性和较好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信