Systems and methods for updating links between keywords associated with a trending topic
Systems and methods are described herein for updating links between keywords associated with a trending topic. Control circuitry may identify a plurality of communications associated with a plurality of users, the plurality of communications being related to a topic. The communications may comprise, for example, emails, text messages, online social media posts, websites or portions of a website, or any other online communication. The control circuitry may determine whether the topic is trending and increase a strength of association between a first symbol associated with the topic and a second symbol associated with the topic such that when a search query is received that includes the first symbol, search results related to the second symbol have a higher probability of being returned.
1. A method for updating associations between words in a search environment, the method comprising:
identifying a plurality of communications over a network connection during a first period of time, wherein the plurality of communications are associated with a topic;
determining whether a rate at which communications within the plurality of communications are created during the first period exceeds a predetermined rate;
in response to determining that the rate at which the communications within the plurality of communications are created exceeds the predetermined rate, increasing a stored strength of association between a first keyword and a second keyword, wherein the first keyword and the second keyword are associated with the topic;
receiving, subsequent to the first period of time, a first search query that comprises the first keyword;
in response to receiving the first search query that comprises the first keyword:
determining whether the stored strength of association between the first keyword and the second keyword exceeds a predetermined minimum strength; and
in response to determining that the stored strength of association exceeds the predetermined minimum strength, identifying search results matching the first keyword and the second keyword;
determining that a predetermined amount of time has elapsed since increasing the stored strength of association between the first keyword and the second keyword;
in response to determining that the predetermined amount of time has elapsed since increasing the strength of association, decreasing the stored strength of association between the first keyword and the second keyword;
receiving, after the predetermined time has elapsed, a second search query that comprises the first keyword; and
in response to receiving the second search query that comprises the first keyword:
determining whether the stored strength of association exceeds the predetermined minimum strength; and
in response to determining that the stored strength of association does not exceed the predetermined minimum strength, searching for results matching the first keyword without searching for results matching the second keyword.
2. The method of claim 1 , further comprising increasing the stored strength of association, in response to determining that the rate at which the communications within the plurality of communications are created exceeds the predetermined rate, from a first strength that is lower than the predetermined minimum strength to a second strength that is greater than the predetermined minimum strength.
3. The method of claim 1 , wherein the plurality of communications comprises one of: communications on an online social network, email messages, text messages, Internet communications, websites, mobile application communications, and/or communications received from a third-party data source.
4. The method of claim 1 , wherein determining whether the rate at which the communications within the plurality of communications are created exceeds the predetermined rate comprises, receiving, from a third party data source, third party data indicating that the rate at which the communications within the plurality of communications are created exceeds the predetermined rate.
5. The method of claim 1 , wherein the communications in the plurality of communications are created by a plurality of users.
6. The method of claim 1 , wherein the strength of association between the first keyword and the second keyword is stored in a knowledge graph.
7. The method of claim 1 , further comprising, in response to determining that the stored strength of association exceeds the predetermined minimum strength, generating for display the search results matching the first keyword and the second keyword.
8. A system for updating associations between words in a search environment, the system comprising control circuitry configured to:
identify a plurality of communications over a network connection during a first period of time, wherein the plurality of communications are associated with a topic;
determine whether a rate at which the communications within the plurality of communications are created during the first period exceeds a predetermined rate;
in response to determining that the rate at which the communications within the plurality of communications are created exceeds the predetermined rate, increase a stored strength of association between a first keyword and a second keyword, wherein the first keyword and the second keyword are associated with the topic;
receive, subsequent to the first period of time, a first search query that comprises the first keyword; and
in response to receiving the first search query that comprises the first keyword:
determine whether the stored strength of association between the first keyword and the second keyword exceeds a predetermined minimum strength; and
in response to determining that the stored strength of association exceeds the predetermined minimum strength, identify search results matching the first keyword and the second keyword;
determine that a predetermined amount of time has elapsed since increasing the stored strength of association between the first keyword and the second keyword;
in response to determining that the predetermined amount of time has elapsed since increasing the strength of association, decrease the stored strength of association between the first keyword and the second keyword;
receive, after the predetermined time has elapsed, a second search query that comprises the first keyword; and
in response to receiving the second search query that comprises the first keyword:
determine whether the stored strength of association exceeds the predetermined minimum strength; and
in response to determining that the stored strength of association does not exceed the predetermined minimum strength, search for results matching the first keyword without searching for results matching the second keyword.
9. The system of claim 8 , wherein the control circuitry is further configured to increase the stored strength of association, in response to determining that the rate at which the communications within the plurality of communications are created exceeds the predetermined rate, from a first strength that is lower than the predetermined minimum strength to a second strength that is greater than the predetermined minimum strength.
10. The system of claim 8 , wherein the plurality of communications comprises one of: communications on an online social network, email messages, text messages, Internet communications, websites, mobile application communications, and/or communications received from a third-party data source.
11. The system of claim 8 , wherein the control circuitry is further configured, when determining whether the rate at which the communications within the plurality of communications are created exceeds the predetermined rate, to receive, from a third party data source, third party data indicating that the rate at which the communications within the plurality of communications are created exceeds the predetermined rate.
12. The system of claim 8 , wherein the communications within the plurality of communications are created by a plurality of users.
13. The system of claim 8 , wherein the strength of association between the first keyword and the second keyword is stored in a knowledge graph.
14. The system of claim 8 , wherein the control circuitry is further configured to generate for display the search results matching the first keyword and the second keyword in response to determining that the stored strength of association exceeds the predetermined minimum strength.