区分标签类型的社会化标签质量测评研究

Quality Evaluation of Social Tagging Based on the Type of Tags

认为社会化标签多采取自由标引方式,部分标签并不能有效地揭示资源的内容或主题,于是产生许多低质量的标签,这些低质量标签干扰社会标注系统中资源组织的秩序,降低标签在应用场合中的质量和用户满意度。进行基于标签类型的社会化标签质量测评研究,开发标签质量测评网站,邀请志愿者在该网站上对博文标签、图书标签、图片标签、视频标签、音乐标签类型进行划分,得到标签类型分类用的训练数据集和测试集;同时,对标签质量进行打分,在此基础上进一步得到标签质量评估的训练数据集与测试数据集,为以后基于标签类型的标签质量评估提供数据支持。

Most social tags take a free indexing way, and part of the tags cant reveal the content or subject matter of the resources. Therefore, a lot of low - quality tags generated to interfere the order of the social tagging system resource organizations, and to reduce the tags＂ quality in the application and customer satisfaction. This study carried a quality evaluation of social tagging based on the type of tags and developed a label quality evaluation site. On the one hand, volunteers divide the type of blog tags, book tags, picture tags, video tags, and music tags on the site and collect the training data set and test set of tags types. On the other hand, volunteers rate tags and collect training data set and test data set of label quality assessment, in order to provide data to support future research based on tag type label quality assessment.