Patent №
US 10,242,258
Granted
2019-03-26
Filed 2015
Owner
LINKEDIN CORPORATION
Lab
—
AI components
7
ml · nlp · vision · speech · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
14929104
In an example embodiment, a fuzzy join operation is performed by, for each pair of records, evaluating a first plurality of features for both records in the pair of records by calculating term frequency-inverse term frequency (TF-IDF) for each token of each field relevant to each feature and based on the calculated TF-IDF for each token of each field relevant to each feature, computing a similarity score based on the similarity function by adding a weight assigned to the TF-IDF for any token that appears in both records. Then a graph data structure is created, having a node for each record in the plurality of records and edges between each of the nodes, except, for each record pair having a similarity score that does not transgress a first threshold, causing no edge between the nodes for the record pair to appear in the graph data structure.
AI classification
Ownership
LINKEDIN CORPORATION
assignment · 383370783
Assignors
GUO, SONGTAO, DEGIERE, CHRISTOPHER MATTHEW, KUMAR, AARTI, LAI, ALEX CHING, LI, XIAN
On an employer assignment, the assignors are typically the inventors.