检索结果-南通市图书馆

A Knowledge Graph Based Approach to Social Science Surveys

Data Intelligence 2021年第4期3卷 477-506页

作者： Jeff Z.Pan Elspeth Edelstein patrik bansky Adam Wyner School of Informatics University of EdinburghEdinburgh EH89YLUK Department of Computing Science University of AberdeenAberdeen AB243FXUK School of Language LiteratureMusic and Visual CultureUniversity of AberdeenAberdeen AB243FXUK School of Law and Department of Computer Science Swansea UniversitySwanseaWest Glamorgan SA28PPUK

Recent success of knowledge graphs has spurred interest in applying them in open science,such as on intelligent survey systems for ***,efforts to understand the quality of candidate survey questions provided by these methods have been ***,existing methods do not consider the type of on-the-fly content planning that is possible for face-to-face surveys and hence do not guarantee that selection of subsequent questions is based on response to previous questions in a *** address this limitation,we propose a dynamic and informative solution for an intelligent survey system that is based on knowledge *** illustrate our proposal,we look into social science surveys,focusing on ordering the questions of a questionnaire component by their level of acceptance,along with conditional triggers that further customise participants’*** main findings are:(i)evaluation of the proposed approach shows that the dynamic component can be beneficial in terms of lowering the number of questions asked per variable,thus allowing more informative data to be collected in a survey of equivalent length;and(ii)a primary advantage of the proposed approach is that it enables grouping of participants according to their responses,so that participants are not only served appropriate follow-up questions,but their responses to these questions may be analysed in the context of some initial *** believe that the proposed approach can easily be applied to other social science surveys based on grouping definitions in their *** knowledge-graph-based intelligent survey approach proposed in our work allows online questionnaires to approach face-to-face interaction in their level of informativity and responsiveness,as well as duplicating certain advantages of interview-based data collection.

关键词： Intelligent survey system Dynamic and informative system Knowledge graph Linguistic grammaticality judgements

来源：

维普期刊数据库

同方期刊数据库评论

在线全文

学校读者我要写书评

暂无评论

欢迎您,

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

请选择保存的检索档案：

请选择收藏分类：

通借通还

欢迎您,

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：