Provenance-Based Reproducibility in the Semantic Web
نویسندگان
چکیده
منابع مشابه
Provenance-based reproducibility in the Semantic Web
Reproducibility is a crucial property of data since it allows users to understand and verify how data was derived, and therefore allows them to put their trust in such data. Reproducibility is essential for science, because the reproducibility of experimental results is a tenet of the scientific method, but reproducibility is also beneficial in many other fields, including automated decision ma...
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The Web is a decentralized system full of information provided by diverse open sources of varying quality. For any given question there will be a multitude of answers offered, raising the need for assessing their relative value and for making decisions about what sources to trust. In order to make effective use of the Web, we routinely evaluate the information we get by checking the sources tha...
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The advent of Semantic Web has made a vast amount of machine understandable information available on the Web. The role of semantics in integrating this vast amount of heterogeneous and distributed data is critical to realizing actionable information.1 Given the open nature of standards and the low barriers associated with information publication, new techniques have to be employed to validate t...
متن کاملProvenance-Based Strategies to Develop Trust in Semantic Web Applications
Linked data and Semantic Web technologies enable people to navigate across heterogeneous sources of data thus making it easier for them to explore and develop multiple perspectives for use in making decisions and solving problems. While the Semantic Web offers benefits for developers and users, several new challenges are emerging that may negatively impact users’ trust in Web-based collaborativ...
متن کاملProvenance Based Web Search
During web search, we often end up with untrusted, duplicates and near duplicate search results which dilutes the focus of search query. Factors that may influence the trust of web search results shall be referred to as 'Provenance'. Provenance is basically the information about the history of data. In this paper, we propose a provenance model which uses both content based and trust based facto...
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ژورنال
عنوان ژورنال: SSRN Electronic Journal
سال: 2011
ISSN: 1556-5068
DOI: 10.2139/ssrn.3199517