Paper-Conference

MDedup: Duplicate Detection with Matching Dependencies featured image

MDedup: Duplicate Detection with Matching Dependencies

Our system uses automatically discovered MDs, dataset features, and known gold standards to train a model that selects MDs as duplicate detection rules.

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Ioannis Koumarelas, PhD
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Towards Progressive Search-driven Entity Resolution featured image

Towards Progressive Search-driven Entity Resolution

We introduce SearchER, a method for progressively performing search-driven Entity Resolution on user-indicated entities defined by keyword queries.

Alberto Pietrangelo
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Combination of Rule-based and Textual Similarity Approaches to Match Financial Entities

Matching financial entities (FEs) is important for many private and governmental organizations. In this paper we describe the problem of matching such FEs across three datasets: …

Ahmad Samiei
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Binary Theta-Joins using MapReduce: Efficiency Analysis and Improvements featured image

Binary Theta-Joins using MapReduce: Efficiency Analysis and Improvements

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Ioannis Koumarelas, PhD
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