Automated content virality enhancement
Systems and methods for enhancing virality for a content item are disclosed herein. A content item is uploaded to a content sharing platform over a communication network. Feedback on the content item is received from the content sharing platform over the communication network. Based on the feedback, a virality score for the content item is determined and a determination is made as to whether the virality score meets a virality criterion. In response to a determination that the virality score does not meet the virality criterion, a virality enhancement technique is selected from a virality enhancement database, the content item is modified by applying the virality enhancement technique to the content item, and the modified content item is uploaded to the content sharing platform over the communication network.
1. A method for enhancing virality for a content item, the method comprising:
uploading a content item to a content sharing platform over a communication network;
receiving feedback on the content item from the content sharing platform over the communication network, wherein the feedback is entered via user accounts on the content sharing platform;
determining a virality score for the content item based on the feedback;
determining, based on the feedback, whether the virality score meets a virality criterion; and
in response to determining that the virality score does not meet the virality criterion:
selecting, from a virality enhancement database, a virality enhancement technique;
modifying the content item by applying the virality enhancement technique to the content item; and
uploading the modified content item to the content sharing platform over the communication network;
receiving updated feedback on the modified content item from the content sharing platform over the communication network;
determining an updated virality score for the modified content item based on the updated feedback;
determining, based on the updated feedback, whether the updated virality score meets the virality criterion; and
in response to determining that the updated virality score does not meet the virality criterion:
selecting, from the virality enhancement database, an additional virality enhancement technique;
applying the additional virality enhancement technique to the modified content item, thereby generating a further modified content item; and
uploading the further modified content item to the content sharing platform over the communication network.
2. The method of claim 1 , wherein the feedback comprises respective values for a plurality of virality feedback metrics indicated for the content item by the content sharing platform, and wherein the values for the plurality of virality feedback metrics comprise at least one of a number of likes, dislikes, shares, comments, or views for the content item indicated by the content sharing platform.
3. The method of claim 2 , wherein determining the virality score for the content item comprises computing, as the virality score, a cumulative number of likes, dislikes, shares, comments, and views for the content item indicated by the content sharing platform.
4. The method of claim 2 , wherein determining the virality score for the content item comprises:
retrieving respective weights for the plurality of feedback metrics; and
computing, as the virality score, a weighted combination of the plurality of feedback metrics based on the respective weights.
5. The method of claim 1 , wherein the virality criterion comprises a cumulative number of virality feedback metrics for the content item.
6. The method of claim 1 , wherein selecting the virality enhancement technique comprises:
selecting a first virality enhancement technique from the virality enhancement database;
predicting a virality score for the content item if the content item were modified based on the first virality enhancement technique;
determining whether the predicted virality score meets the virality criterion; and
in response to determining that the predicted virality score does not meet the virality criterion, selecting a second virality enhancement technique from the virality enhancement database as the virality enhancement technique to be used for the modifying of the content item.
7. The method of claim 1 , wherein selecting the virality enhancement technique comprises:
selecting a first virality enhancement technique from the virality enhancement database;
predicting a virality score for the content item if the content item were modified based on the first virality enhancement technique;
determining whether the predicted virality score meets the virality criterion; and
in response to determining that the predicted virality score meets the virality criterion, selecting the first virality enhancement technique as the virality enhancement technique to be used for the modifying of the content item.
8. The method of claim 7 , wherein the predicting the virality score for the content item comprises:
determining respective numbers of a plurality of virality factors included in the content item;
retrieving respective weights for the plurality of virality factors; and computing, as the predicted virality score, a weighted combination of the plurality of virality factors based on the respective weights.
9. The method of claim 1 , wherein the virality enhancement technique comprises applying to the content item a filter effect, a genre combination, a speed variation, background music, or a surprise element.
10. A system for enhancing virality for a content item, the system comprising:
a communication port coupled to a communication network;
a virality enhancement database configured to store one or more virality enhancement techniques; and
control circuitry configured to:
upload a content item to a content sharing platform via the communication port and the communication network;
receive feedback on the content item from the content sharing platform via the communication network and the communication port, wherein the feedback is entered via user accounts on the content sharing platform;
determine a virality score for the content item based on the feedback;
determine, based on the feedback, whether the virality score meets a virality criterion; and
in response to determining that the virality score does not meet the virality criterion:
select a virality enhancement technique from the virality enhancement database;
modify the content item by applying the virality enhancement technique to the content item; and
upload the modified content item to the content sharing platform via the communication port and the communication network;
receive updated feedback on the modified content item from the content sharing platform via the communication network and the communication port;
determine an updated virality score for the modified content item based on the updated feedback;
determine, based on the updated feedback, whether the updated virality score meets the virality criterion; and
in response to determining that the updated virality score does not meet the virality criterion:
select, from the virality enhancement database, an additional virality enhancement technique;
apply the additional virality enhancement technique to the modified content item, thereby generating a further modified content item; and
upload the further modified content item to the content sharing platform via the communication port and the communication network.
11. The system of claim 10 , wherein the feedback comprises respective values for a plurality of virality feedback metrics indicated for the content item by the content sharing platform, and wherein the values for the plurality of virality feedback metrics comprise at least one of a number of likes, dislikes, shares, comments, or views for the content item indicated by the content sharing platform.
12. The system of claim 11 , wherein the control circuitry is configured to determine the virality score for the content item by computing, as the virality score, a cumulative number of likes, dislikes, shares, comments, and views for the content item indicated by the content sharing platform.
13. The system of claim 11 , wherein the control circuitry is configured to determine the virality score for the content item by:
retrieving respective weights for the plurality of feedback metrics; and
computing, as the virality score, a weighted combination of the plurality of feedback metrics based on the respective weights.
14. The system of claim 10 , wherein the virality criterion comprises a cumulative number of virality feedback metrics for the content item.
15. The system of claim 10 , wherein the control circuitry is configured to select the virality enhancement technique by:
selecting a first virality enhancement technique from the virality enhancement database;
predicting a virality score for the content item if the content item were modified based on the first virality enhancement technique;
determining whether the predicted virality score meets the virality criterion; and
in response to determining that the predicted virality score does not meet the virality criterion, selecting a second virality enhancement technique from the virality enhancement database as the virality enhancement technique to be used for the modifying of the content item.
16. The system of claim 10 , wherein the control circuitry is configured to select the virality enhancement technique by:
selecting a first virality enhancement technique from the virality enhancement database; predicting a virality score for the content item if the content item were modified based on the
first virality enhancement technique;
determining whether the predicted virality score meets the virality first virality criterion; and
in response to determining that the predicted virality score meets the virality criterion, selecting the first virality enhancement technique as the virality enhancement technique to be used for the modifying of the content item.
17. The system of claim 16 , wherein the control circuitry is configured to predict the virality score for the content item by:
determining respective numbers of a plurality of virality factors included in the content item;
retrieving respective weights for the plurality of virality factors; and computing, as the predicted virality score, a weighted combination of the plurality of virality factors based on the respective weights.
18. The system of claim 10 , wherein the virality enhancement technique comprises applying to the content item a filter effect, a genre combination, a speed variation, background music, or a surprise element.