Comparative evaluation of entity resolution approaches with FEVER
نویسندگان
چکیده
منابع مشابه
Comparative evaluation of entity resolution approaches with FEVER
We present FEVER, a new evaluation platform for entity resolution approaches. The modular structure of the FEVER framework supports the incorporation or reconstruction of many previously proposed approaches for entity resolution. A distinctive feature of FEVER is that it not only evaluates traditional measures such as precision and recall but also the effort for configuring (e.g., parameter tun...
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Despite the huge amount of recent research efforts on entity resolution (matching) there has not yet been a comparative evaluation on the relative effectiveness and efficiency of alternate approaches. We therefore present such an evaluation of existing implementations on challenging real-world match tasks. We consider approaches both with and without using machine learning to find suitable para...
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ژورنال
عنوان ژورنال: Proceedings of the VLDB Endowment
سال: 2009
ISSN: 2150-8097
DOI: 10.14778/1687553.1687595