A Study on User-Oriented Subjects of Child Abuse on Wikipedia: Temporal Analysis of Wikipedia History Versions and Traffic Data (Preprint)

Author:

Wang YanyanORCID,Zhang JinORCID

Abstract

BACKGROUND

Many people turn to online open encyclopedias such as Wikipedia to seek knowledge about child abuse. However, the information available on this website is often disorganized and incomplete.

OBJECTIVE

The aim of this study is to analyze Wikipedia’s coverage of child abuse and provide a more accessible way for users to browse child abuse–related content. The study explored the main themes and subjects related to child abuse on Wikipedia and proposed a multilayer user-oriented subject schema from the general users’ perspective.

METHODS

The knowledge of child abuse on Wikipedia is presented in the child abuse–related articles on it. The study analyzed child abuse–related articles on Wikipedia, examining their history versions and yearly page views data to reveal the evolution of content and popularity. The themes and subjects were identified from the articles’ text using the open coding, self-organizing map, and n-gram approaches. The subjects in different periods were compared to reveal changes in content.

RESULTS

This study collected and investigated 241 associated Wikipedia articles and their history versions and traffic data. Four facets were identified: (1) <i>maltreatment behavior</i> (n=118, 48.9%); (2) <i>people and environment</i> (n=28, 11.6%); (3) <i>problems and risks</i> (n=33, 13.7%); and (4) <i>protection and support</i> (n=62, 25.7%). A total of 8 themes and 51 subjects were generated from the text, and a user-oriented subject schema linking the facets, themes, subjects, and articles was created. <i>Maltreatment behavior</i> (number of total views = 1.15 × 10<sup>8</sup>) was the most popular facet viewed by users, while <i>people and environment</i> (number of total views = 2.42 × 10<sup>7</sup>) was the least popular. The popularity of child abuse increased from 2010 to 2014 but decreased after that.

CONCLUSIONS

The user-oriented subject schema provides an easier way for users to seek information and learn about child abuse. The knowledge of child abuse on Wikipedia covers the harms done to children, the problems caused by child abuse, the protection of children, and the people involved in child abuse. However, there was an inconsistency between the interests of general users and Wikipedia editors, and the child abuse knowledge on Wikipedia was found to be deficient, lacking content about typical child abuse types. To meet users’ needs, health information creators need to generate more information to fill the knowledge gap.

Publisher

JMIR Publications Inc.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3