Talisman: a JavaScript archive of fuzzy matching, information retrieval and record linkage building blocks
نویسندگان
چکیده
منابع مشابه
Machine Learning, Information Retrieval, and Record Linkage
Classification into groups using terms available in the data underlies machine learning, information retrieval, and record linkage. Classifiers such as Bayesian networks in machine learning and term weighting in information retrieval depend primarily on training data sets for which truth is known. These classifiers may be relatively slow to adapt to new situations in which new data have charact...
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Secure Blocking + Secure Matching = Secure Record Linkage
Performing approximate data matching has always been an intriguing problem for both industry and academia. This task becomes even more challenging when the requirement of data privacy rises. In this paper, we propose a novel technique to address the problem of efficient privacy-preserving approximate record linkage. The secure framework we propose consists of two basic components. First, we uti...
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JavaScript has a comparatively long history as an online information retrieval tool. During the last decade SilverPlatter's popular WebSPIRS 4.0 started using JavaScript for its search functions. International Children's Digital Library is a current system that applies JavaScript for category based information retrieval. However, JavaScript capabilities for quick browsing and searching small co...
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Typographical data entry errors and incomplete documents, produce imperfect records in real world databases. These errors generate distinct records which belong to the same entity. The aim of Approximate Record Matching is to find multiple records which belong to an entity. In this paper, an algorithm for Approximate Record Matching is proposed that can be adapted automatically with input error...
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ژورنال
عنوان ژورنال: Journal of Open Source Software
سال: 2020
ISSN: 2475-9066
DOI: 10.21105/joss.02405