From Freebase to Wikidata: The Great Migration

Thomas Pellissier Tanon, Denny Vrandečić, Sebastian Schaffert, T. Steiner, Lydia Pintscher
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引用次数: 193

Abstract

Collaborative knowledge bases that make their data freely available in a machine-readable form are central for the data strategy of many projects and organizations. The two major collaborative knowledge bases are Wikimedia's Wikidata and Google's Freebase. Due to the success of Wikidata, Google decided in 2014 to offer the content of Freebase to the Wikidata community. In this paper, we report on the ongoing transfer efforts and data mapping challenges, and provide an analysis of the effort so far. We describe the Primary Sources Tool, which aims to facilitate this and future data migrations. Throughout the migration, we have gained deep insights into both Wikidata and Freebase, and share and discuss detailed statistics on both knowledge bases.
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从Freebase到维基数据:大迁移
以机器可读的形式免费提供其数据的协作知识库是许多项目和组织的数据策略的核心。两个主要的协作知识库是维基媒体的Wikidata和谷歌的Freebase。由于维基数据的成功,谷歌在2014年决定将Freebase的内容提供给维基数据社区。在本文中,我们报告了正在进行的转移工作和数据映射挑战,并提供了到目前为止的工作分析。我们描述了主要来源工具,它旨在促进当前和未来的数据迁移。在整个迁移过程中,我们对Wikidata和Freebase都有了深入的了解,并分享和讨论了这两个知识库的详细统计数据。
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