SYSTEM AND METHOD FOR EVENT-RELATED CONTENT DISCOVERY, CURATION, AND PRESENTATION

• US 20160034712A1
• Filed: 10/13/2015
• Published: 02/04/2016
• Est. Priority Date: 10/02/2012
• Status: Abandoned Application

• Current Assignee: Banjo, Inc.
• Original Assignee: Banjo, Inc.
• Inventors: Patton, Damien Michael, Mehta, Rish
• Application Number:
  US14/882,318
• Publication Number:
  US 20160034712A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06F 16/285 Clustering or classification
• CPC Class Codes: G06F 16/29 Geographical information databases
• CPC Class Codes: G06F 16/48 Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
• CPC Class Codes: G06F 16/487 using geographical or spatial information, e.g. location
• CPC Class Codes: G06F 16/489 using time information
• CPC Class Codes: G06F 16/5866 using information manually generated, e.g. tags, keywords, comments, manually generated location and time information
• CPC Class Codes: G06F 16/951 Indexing; Web crawling techniques
• CPC Class Codes: G06F 16/9537 Spatial or temporal dependent retrieval, e.g. spatiotemporal queries
• CPC Class Codes: G06F 16/9566 URL specific, e.g. using aliases, detecting broken or misspelled links
• CPC Class Codes: G06F 21/6245 Protecting personal data, e.g. for financial or medical purposes
• CPC Class Codes: G06N 20/00 Machine learning
• CPC Class Codes: G06Q 50/01 Social networking
• CPC Class Codes: H04L 51/216 Handling conversation history, e.g. grouping of messages in sessions or threads
• CPC Class Codes: H04L 51/52 for supporting social networking services
• CPC Class Codes: H04W 4/021 Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
• CPC Class Codes: H04W 4/21 for social networking applications

Abstract

A method for event detection and content surfacing, including: receiving a plurality of posts from a plurality of social networking systems; indexing each post; detecting an event within a geofence based on the post parameter values; identifying an event of interest based on the event parameter values; notifying a user account of the detected event when the detected event is determined to be of interest to the user account; aggregating event posts into a content stream for the user account; and facilitating user account interaction with and use of the event posts.

Claims

1. A method for event detection and content surfacing, comprising:

receiving a plurality of posts from a plurality of social networking systems, wherein each post is generated by a different author on the respective social networking system, wherein each post is identified by a unique post identifier;

for each post of the plurality, determining a geographic identifier, a timestamp, and a set of post parameter values for the post;

for a geofence, detecting an event at a first time based on the post parameter values of geofence posts, wherein geofence posts are posts of the plurality that are associated with geographic identifiers within the geofence and associated with timestamps within a predetermined time duration of the first time;

generating event parameter values based on the post parameter values of the geofence posts;

sending an event notification for the event to a user account in response to the event parameter values satisfying a set of event parameter requirements associated with the user account;

automatically aggregating post identifiers for event posts into a content stream, wherein the event posts are geofence posts that are associated with the first geographic identifier and with the detected event, as determined based on the respective post parameter values;

receiving a request for content associated with the event from the user account;

in response to receipt of the request, checking privacy settings for each event post within the content stream, comprising;

querying the social networking system from which the event post was received for a privacy status associated with the event post;

removing the post identifier for the event post from the content stream when the event post is private; and

sending the content stream to the user account after checking privacy settings for each event post.

2. The method of claim 1, wherein the content stream consists essentially of post identifiers for event posts including image frames.

3. The method of claim 1, further comprising validating the event prior to sending the event notification, wherein validating the event comprises:

determining an anomaly probability for the post, based on historic posts from the authors of the event posts and historic posts associated with the geofence; and

validating the event in response to the anomaly probability exceeding a threshold anomaly probability.

4. The method of claim 1, further comprising:

automatically updating the content stream with post identifiers of subsequently received event posts, identified from subsequently received posts, such that the content stream is updated in near-real time; and

automatically updating the event parameter values in near-real time based on the subsequently received posts, wherein the subsequently received posts comprise subsequently received global posts and geofence posts, wherein the global posts comprise posts associated with geographic identifiers outside of the geofence.

5. The method of claim 4, wherein the user account represents a news entity, the method further comprising:

receiving post identifier selections from the content stream from the news entity;

aggregating the post identifier selections into a publication stream; and

in response to receipt of a live broadcast request from the news entity, concurrently;

providing the publication stream to the news entity; and

updating the content stream and event parameter values based on the subsequently posts received from the set of social networking systems.

6. The method of claim 5, further comprising:

receiving an endpoint URI from the first user account;

classifying the endpoint URI as the live broadcast request; and

ceasing content stream updating in response to publication request receipt;

wherein sending the content stream to the user account comprises sending the content stream to the endpoint URI.

7. The method of claim 5, further comprising a second user account representing a branding entity associated with a predetermined geofence and a predetermined logo, wherein the set of event parameter requirements associated with the first user account comprises a news event probability above a threshold probability value, wherein a post identifier is included within the content stream in response to the identified post being classified as an event post for an event having a news event probability above the threshold probability value, and is included within a second content stream associated with the second user account in response to the identified post including an image including a portion of the predetermined logo and being associated with a geographic identifier within the predetermined geofence.

8. The method of claim 7, further comprising:

receiving a post identifier selection from the second content stream and an endpoint URI from the second user account;

sending the selected post identifier to the endpoint URI at a publication time in response to receipt of the selection; and

determining a measure of exposure for the brand post identified by the selected post identifier through the endpoint URI and based on a social graph of the respective author within the respective social networking system.

9. The method of claim 1, further comprising:

receiving a use request associated with a selected post identifier of the content stream from the user account;

in response to receipt of the use request, identifying the author that generated the post identified by the selected post identifier and identifying the social networking system from which the identified post was received;

sending a permissions request to the author through the social networking system, the permissions request comprising an accept option and a deny option; and

removing the selected post identifier from the content stream in response to receipt of the deny option from the author.

10. A method for breaking news discovery, comprising:

a) detecting a news event within a geofence at a first time from a plurality of posts received from a plurality of social networking systems, wherein the posts were posted to the respective social networking system within a predetermined time duration from the first time;

b) identifying event posts associated with the event from the set of posts;

c) aggregating post identifiers for the event posts into a content stream;

d) determining event parameter values based on post parameter values extracted from the event posts;

e) receiving event parameter requirements from a news entity;

f) in response to the event parameter values satisfying the event parameter requirements, sending the content stream to the news entity;

g) receiving, from the news entity, selections of post identifiers from the content stream;

h) for each of the selected post identifiers, checking privacy settings for the post and adding the post identifier to a publication stream when the post is public; and

i) in response to receipt of a live broadcast request from the news entity, concurrently;

providing the publication stream to the news entity; and

repeating b) to d) for new posts received from the set of social networking systems.

11. The method of claim 10, further comprising:

receiving the plurality of posts, each generated by a different author, from the plurality of social networking systems;

associating a geographic identifier and timestamp with each post; and

extracting post parameter values from each post;

wherein the plurality of posts comprise geofence posts, wherein the geofence posts are posts of the plurality that are associated with timestamps within a threshold time period of the first time and associated with the geofence through the respective geographic identifiers, wherein the news event is detected based on post parameter values of the geofence posts, and wherein the geofence posts comprise the event posts.

12. The method of claim 11, wherein detecting the news event further comprises:

determining an event probability for the geofence based on a first subset of the geofence post parameter values;

categorizing the event with an event category based on a second subset of the geofence post parameter values, different from the first subset; and

determining a news probability for the geofence based on the event categorization, the event probability, and a third subset of geofence post parameter values, different from the third subset, wherein a news event is detected in response to the news probability exceeding a threshold news probability.

13. The method of claim 12, wherein the event parameter requirements comprise a monitored category, wherein the event parameter values satisfy the event parameter requirements when the event category falls within the monitored category.

14. The method of claim 11, further comprising:

determining an event identifier from the post parameter values for the event posts;

associating the event identifier with the event posts;

receiving a timeframe request from the news entity for the event identifier, the timeframe request comprising a start and end time;

identifying event posts that are associated with the event identifier and a timestamp falling between the start and end time;

checking privacy settings for each identified event post; and

sending identifiers for the event posts that are public to the news entity.

15. A method for content surfacing, comprising:

receiving a plurality of posts from a plurality of social networking systems, wherein each post is generated by a different author on the respective social networking system, each post identified by a unique post identifier;

for each post of the plurality, determining a geographic identifier, timestamp, and set of post parameter values based on the respective post;

for a predetermined geofence and predetermined timeframe, identifying event posts, wherein the event posts are posts of the plurality that are associated with geographic identifiers located within the predetermined geofence and timestamps within the predetermined timeframe;

receiving a predetermined logo from a branding entity;

identifying brand posts from the event posts, each brand post comprising an image with a portion of the predetermined logo;

aggregating post identifiers for the brand posts into a content stream;

for each brand post within the content stream, checking a privacy status for the brand post;

sending the content stream to the branding entity;

receiving, from the branding entity, a selection of a post identifier of the content stream and an endpoint URI; and

sending the selected post identifier to the endpoint URI at a publication time in response to receipt of the selection.

16. The method of claim 15, further comprising:

determining a measure of exposure for the brand post identified by the selected post identifier; and

sending the measure of exposure to the branding entity.

17. The method of claim 16, wherein determining the measure of exposure for the brand post identified by the selected post identifier comprises determining a total number of views of the image of the brand post, comprising:

tracking a first number of views at the endpoint identified by the endpoint URI;

determining a second number of views from the social networking system from which the event post was received; and

determining the number of views based on the first and second number of views.

18. The method of claim 17, herein determining the second number of views from the social networking system from which the brand post was received comprises estimating the second number of views based on a social graph of the respective author within the social networking system.

19. The method of claim 16, further comprising:

detecting a complaint from a first event post, the first event post associated with a first geographic identifier and a first timestamp;

validating the complaint; and

sending a complaint notification comprising the complaint and a complaint location to the branding entity, wherein the complaint location is determined based on the first geographic identifier.

20. The method of claim 19, wherein validating the complaint comprises:

identifying secondary event posts that are associated with geographic identifiers located proximal the first geographic identifier and associated with timestamps within a predetermined time period of the first timestamp;

identifying a subset of post parameters indicative of the complaint, based on the post parameter values of the first event post;

determining a complaint similarity probability based on values of the subset of post parameters for the secondary event posts; and

classifying the complaint as a valid complaint in response to the complaint similarity probability exceeding a threshold probability.