Systems and methods for detecting events based on updates to node profiles from electronic activities
The present disclosure relates to methods, systems, and storage media for detecting events based on updates to node profiles from electronic activities. Exemplary implementations may access an electronic activity transmitted or received via an electronic account associated with a data source provider; generate a plurality of activity field-value pairs; maintain a plurality of node profiles; identify a first state of a first node profile of the plurality of node profiles; update the first node profile using the electronic activity; identify a second state of the first node profile subsequent to updating the first node profile using the electronic activity; detect a state change of the first node profile based on the first state and the second state; determine that the state change satisfies an event condition; and store an association between the first node profile and an event type corresponding to the event condition.
1. A method, comprising:
accessing, by one or more processors, an electronic activity transmitted or received via an electronic account associated with a data source provider;
generating, by the one or more processors, by parsing the electronic activity, a plurality of activity field-value pairs from an electronic activity of the plurality of electronic activities, each activity field-value pair including an activity value associated with an activity field;
maintaining, by the one or more processors, in one or more data structures stored in a memory coupled to the one or more processors, a plurality of node profiles, each node profile of the plurality of node profiles including one or more node field-value pairs, each node field-value pair including a node value associated with a node field, each node value associated with a confidence score;
identifying, by the one or more processors, a first state of a first node profile of the plurality of node profiles, the first state corresponding to a first node field-value pair of the one or more node field-value pairs of the first node profile, the first node field-value pair corresponding to a first node field;
updating, by the one or more processors, using the electronic activity, the first node profile using the electronic activity by updating the first node profile with a second field-value pair corresponding to the first node field;
identifying, by the one or more processors, a second state of the first node profile subsequent to updating the first node profile using the electronic activity;
detecting, by the one or more processors, responsive to determining that a second confidence score of the second field-value pair is greater than a first confidence score of the first field-value pair, a state change of the first node profile based on the first state and the second state;
determining, by the one or more processors, that the state change satisfies an event condition, the event condition corresponding to the first node field of the one or more node field-value pairs of the first node profile; and
storing, by the one or more processors, in one or more data structures, responsive to the state change satisfying the event condition, an association between the first node profile and an event type corresponding to the event condition.
2. The method of claim 1 , further comprising:
selecting, by the one or more processors, the first node profile to update using the electronic activity based on a match score of the first node profile indicating a likelihood that the electronic activity is transmitted or received by the electronic account corresponding to the first node profile or a server corresponding to the electronic account.
3. The method of claim 1 , further comprising:
receiving, by the one or more processors, a second electronic activity;
identifying, by the one or more processors, the first node profile and at least one candidate node profile of the plurality of node profiles to which to link the second electronic activity; and
selecting, by the one or more processors, the first node profile to which to link the second electronic activity responsive to storing the association between the first node profile and an event type corresponding to the event condition.
4. The method of claim 1 , further comprising:
updating, by the one or more processors, responsive to the state change satisfying the event condition, a hierarchy data structure that includes the first node profile.
5. The method of claim 1 , further comprising:
determining, by the one or more processors, from the electronic activity, at least one of a time or date at which the first electronic activity was transmitted or received; and wherein
storing, by the one or more processors, the association between the first node profile and an event type corresponding to the event condition comprises storing the association between the first node profile and the event type corresponding to the event condition and the at least one of the time or the date.
6. The method of claim 1 , wherein determining that the state change satisfies the event condition comprises determining that the first node field is at least one of a job title field, a company field, or a last name field, and the update indicates that the one or more node values include a new value associated with the first field in the second state and not in the first state.
7. The method of claim 1 , wherein determining that the state change satisfies the event condition comprises determining that the first node field includes at least two of a city field, a state field, or a phone number field, and the update indicates the one or more node values to include a new value associated with the first field in the second state and not in the first state.
8. A system, the system comprising:
one or more hardware processors configured by machine-readable instructions to:
access an electronic activity transmitted or received via an electronic account associated with a data source provider;
generate by parsing the electronic activity, a plurality of activity field-value pairs from an electronic activity of the plurality of electronic activities, each activity field-value pair including an activity value associated with an activity field;
maintain in one or more data structures stored in a memory coupled to the one or more processors, a plurality of node profiles, each node profile of the plurality of node profiles including one or more node field-value pairs, each node field-value pair including a node value associated with a node field, each node value associated with a confidence score;
identify a first state of a first node profile of the plurality of node profiles, the first state corresponding to a first node field-value pair of the one or more node field-value pairs of the first node profile, the first node field-value pair corresponding to a first node field;
update, using the electronic activity, the first node profile using the electronic activity by updating the first node profile with a second field-value pair corresponding to the first node field;
identify a second state of the first node profile subsequent to updating the first node profile using the electronic activity;
detect, responsive to determining that a second confidence score of the second field-value pair is greater than a first confidence score of the first field-value pair, a state change of the first node profile based on the first state and the second state;
determine that the state change satisfies an event condition, the event condition corresponding to the first node field of the one or more node field-value pairs of the first node profile; and
store, responsive to the state change satisfying the event condition, an association between the first node profile and an event type corresponding to the event condition.
9. The system of claim 8 , wherein the one or more hardware processors are further configured by machine-readable instructions to:
select the first node profile to update using the electronic activity based on a match score of the first node profile indicating a likelihood that the electronic activity is transmitted or received by the electronic account corresponding to the first node profile or a server corresponding to the electronic account.
10. The system of claim 8 , wherein the one or more hardware processors are further configured by machine-readable instructions to:
receive a second electronic activity;
identify the first node profile and at least one candidate node profile of the plurality of node profiles to which to link the second electronic activity;
select the first node profile to which to link the second electronic activity responsive to detecting the state change to include the tag assigned to the first node profile.
11. The system of claim 8 , wherein the one or more hardware processors are further configured by machine-readable instructions to update, responsive to the state change satisfying the event condition, a hierarchy data structure that includes the first node profile.
12. The system of claim 8 , wherein the one or more hardware processors are further configured by machine-readable instructions to:
determine from the electronic activity, at least one of a time or date at which the first electronic activity was transmitted or received;
wherein to store the association between the first node profile and an event type corresponding to the event condition, the one or more hardware processors are configured to store, in one or more data structures, the association between the first node profile and the event type corresponding to the event condition and the at least one of the time or the date.
13. The system of claim 8 , wherein determining that the state change satisfies the event condition comprises determining that the first node field is at least one of a job title field, a company field, or a last name field, and wherein the update indicates that the one or more node values include a new value associated with the first field in the second state and not in the first state.
14. The system of claim 8 , wherein determining that the state change satisfies the event condition comprises determining that the first node field includes at least two of a city field, a state field, or a phone number field, and wherein the update indicates the one or more node values to include a new value associated with the first field in the second state and not in the first state.
15. A non-transitory computer-readable storage medium having instructions embodied thereon, the instructions being executable by one or more processors to perform a method, the method comprising:
accessing an electronic activity transmitted or received via an electronic account associated with a data source provider;
generating by parsing the electronic activity, a plurality of activity field-value pairs from an electronic activity of the plurality of electronic activities, each activity field-value pair including an activity value associated with an activity field;
maintaining in one or more data structures stored in a memory coupled to the one or more processors, a plurality of node profiles, each node profile of the plurality of node profiles including one or more node field-value pairs, each node field-value pair including a node value associated with a node field, each node value associated with a confidence score;
identifying a first state of a first node profile of the plurality of node profiles, the first state corresponding to a first node field-value pair of the one or more node field-value pairs of the first node profile, the first node field-value pair corresponding to a first node field;
updating, using the electronic activity, the first node profile using the electronic activity by updating the first node profile with a second field-value pair corresponding to the first node field;
identifying a second state of the first node profile subsequent to updating the first node profile using the electronic activity;
detecting, responsive to determining that a second confidence score of the second field-value pair is greater than a first confidence score of the first field-value pair, a state change of the first node profile based on the first state and the second state;
determining that the state change satisfies an event condition, the event condition corresponding to the first node field of the one or more node field-value pairs of the first node profile; and
storing, in one or more data structures, responsive to the state change satisfying the event condition, an association between the first node profile and an event type corresponding to the event condition.
16. The computer-readable storage medium of claim 15 , wherein the method further comprises:
selecting the first node profile to update using the electronic activity based on a match score of the first node profile indicating a likelihood that the electronic activity is transmitted or received by the electronic account corresponding to the first node profile or a server corresponding to the electronic account.