Abstract：This paper analyzes the article level data in NSTL, then presents a rule set for name disambiguation combining with fuzzy matching algorithm, and provides the relevant name disambiguation algorithm. Through the experiment based on the actual data set, it is found that the algorithm gives a good precision and recall value, which is a good effect for name disambiguation.
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