Minimizing user effort in transforming data by example

Bo Wu, Pedro A. Szekely, Craig A. Knoblock
{"title":"Minimizing user effort in transforming data by example","authors":"Bo Wu, Pedro A. Szekely, Craig A. Knoblock","doi":"10.1145/2557500.2557523","DOIUrl":null,"url":null,"abstract":"Programming by example enables users to transform data formats without coding. To be practical, the method must synthesize the correct transformation with minimal user input. We present a method that minimizes user effort by color-coding the transformation result and recommending specific records where the user should provide examples. Simulation results and a user study show that our method significantly reduces user effort and increases the success rate for synthesizing correct transformation programs by example.","PeriodicalId":287073,"journal":{"name":"Proceedings of the 19th international conference on Intelligent User Interfaces","volume":"21 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 19th international conference on Intelligent User Interfaces","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2557500.2557523","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12

Abstract

Programming by example enables users to transform data formats without coding. To be practical, the method must synthesize the correct transformation with minimal user input. We present a method that minimizes user effort by color-coding the transformation result and recommending specific records where the user should provide examples. Simulation results and a user study show that our method significantly reduces user effort and increases the success rate for synthesizing correct transformation programs by example.
通过示例最小化用户在转换数据方面的工作量
示例编程使用户能够在不编码的情况下转换数据格式。为了实用,该方法必须以最小的用户输入合成正确的转换。我们提出了一种方法,通过对转换结果进行颜色编码,并在用户应该提供示例的地方推荐特定的记录,从而最大限度地减少用户的工作量。仿真结果和用户研究表明,该方法大大减少了用户的工作量,提高了实例合成正确转换方案的成功率。
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:604180095
Book学术官方微信