A framework to represent and mine knowledge evolution from Wikipedia revisions
|A framework to represent and mine knowledge evolution from Wikipedia revisions|
|Author(s)||Wu X., Fan W., Sheng M., Zhang L., Shi X., Su Z., Yu Y.|
|Published in||WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion|
|Keyword(s)||Expired data detection, Knowledge evolution extraction, Wikipedia revision (Extra: Data detection, Knowledge evolution, Static information, Statistical framework, Wikipedia, Websites, Knowledge representation)|
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A framework to represent and mine knowledge evolution from Wikipedia revisions is a 2012 conference paper written in English by Wu X., Fan W., Sheng M., Zhang L., Shi X., Su Z., Yu Y. and published in WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion.
State-of-the-art knowledge representation in semantic web employs a triple format (subject-relation-object). The limitation is that it can only represent static information, but cannot easily encode revisions of semantic web and knowledge evolution. In reality, knowledge does not stay still but evolves over time. In this paper, we first introduce the concept of "quintuple representation" by adding two new fields, state and time, where state has two values, either in or out, to denote that the referred knowledge takes effective or becomes expired at the given time. We then discuss a twostep statistical framework to mine knowledge evolution into the proposed quintuple representation. Utilizing extracted quintuple properly, it not only can reveal knowledge changing history but also detect expired information. We evaluate the proposed framework on Wikipedia revisions, as well as, common web pages currently not in semantic web format. Copyright is held by the author/owner(s).
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