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你是你编辑的地方:通过编辑历史定位维基百科的贡献者

You Are Where You Edit: Locating Wikipedia Contributors Through Edit Histories
课程网址: http://videolectures.net/icwsm09_lieberman_yawye/  
主讲教师: Michael D. Lieberman
开课单位: 马里兰大学
开课时间: 2009-06-24
课程语种: 英语
中文简介:
无论是否知情, 维基百科的贡献者都会通过他们的贡献模式来揭示他们的兴趣和专业知识。对维基百科编辑历史的分析表明, 通常可以将贡献者与相对较小的地理区域联系起来, 通常与他们出生的地方或目前居住的地方相对应。对于许多贡献者, 他们编辑的页面的地理坐标是紧密聚集的。结果表明, 可以从编辑历史中收集到大量有关贡献者的信息。这说明了数据挖掘在大型公共数据集上的有效性, 并提出了潜在的隐私问题。
课程简介: Whether knowingly or otherwise, Wikipedia contributors reveal their interests and expertise through their contribution patterns. An analysis of Wikipedia edit histories shows that it is often possible to associate contributors with relatively small geographic regions, usually corresponding to where they were born or where they presently live. For many contributors, the geographic coordinates of pages they have edited are tightly clustered. Results suggest that a wealth of information about contributors can be gleaned from edit histories. This illustrates the efficacy of data mining on large, publicly-available datasets and raises potential privacy concerns.
关 键 词: 维基百科; 数据集; 数据挖掘
课程来源: 视频讲座网
最后编审: 2020-06-03:张荧(课程编辑志愿者)
阅读次数: 50