Abstract: Devices, systems and methods are provided for managing records. One method involves constructing a fuzzy match graph data structure with edges between different field values for a fuzzy matched field of a plurality of records in accordance with a matching rule, assigning unique identifiers to different subgraphs of field values within the fuzzy match graph data structure, determining a match key value associated with a respective record based on a respective unique identifier assigned to a respective subgraph of field values including a respective field value for the fuzzy matched field of the respective record, constructing a heterogenous graph data structure having edges between the respective match key values associated with the respective records of the plurality of records, identifying a subset of related records using the heterogenous graph data structure, and performing one or more actions on the subset of related records at a database system.

Abstract: Devices, systems and methods are provided for managing records. One method involves constructing a fuzzy match graph data structure with edges between different field values for a fuzzy matched field of a plurality of records in accordance with a matching rule, assigning unique identifiers to different subgraphs of field values within the fuzzy match graph data structure, determining a match key value associated with a respective record based on a respective unique identifier assigned to a respective subgraph of field values including a respective field value for the fuzzy matched field of the respective record, constructing a heterogenous graph data structure having edges between the respective match key values associated with the respective records of the plurality of records, identifying a subset of related records using the heterogenous graph data structure, and performing one or more actions on the subset of related records at a database system.

Abstract: A method, apparatus, and computer-readable medium are disclosed. The method may include receiving a request to merge a first unified profile with a second unified profile, the first and second unified profile each having a set of records grouped according to a set of rules. The method may include merging the first unified profile with the second unified profile to generate a merged unified profile including a merged set of records. The method may include generating an association between the second set of records and the first set of records. The method may include receiving a request to undo the merging. The method may include ingesting, based at least in part on the request to undo the merging, the merged set of records into the automated match process by applying the set of rules and excluding the generated association.

Abstract: This disclosure describes systems, methods, and apparatus for generating reports enhancing an understanding of Internet users based on their generated content and actions taken by others in response to the generated content.

Abstract: This disclosure describes systems, methods, and apparatus for generating reports enhancing an understanding of Internet users based on their generated content and actions taken by others in response to the generated content.

Abstract: This disclosure describes systems, methods, and apparatus for generating reports enhancing an understanding of Internet users based on their generated content and actions taken by others in response to the generated content.

Abstract: This disclosure describes systems, methods, and apparatus for generating reports enhancing an understanding of Internet users based on their generated content and actions taken by others in response to the generated content.

Abstract: This disclosure describes systems, methods, and apparatus for generating reports enhancing an understanding of Internet users based on their generated content and actions taken by others in response to the generated content.

Abstract: This disclosure describes systems, methods, and apparatus for generating reports enhancing an understanding of Internet users based on their generated content and actions taken by others in response to the generated content.