Systems and methods for generating personalized content
The system receives a message having a sender and a recipient. The system identifies entities associated with the message and associated with any content that is associated with the message. The system determines whether to, and how to, modify the message based on relationship information among the sender, the recipient, and any entities identified in the message or components of the message. A relationship between a sender and recipient may be determined using, for example, a database of relationship information. The system modifies, for example, text, images, or video of the message to generate the personalized message. The personalized message include the original message along with context information to help indicate the relevance of the message to the recipient. The context information can include text, images, video, or other information. To illustrate, the context information can include keywords or identifiers that indicate entities associated with the message.
1. A method comprising:
receiving a content item at an electronic device, wherein the content item is a message;
identifying a format of the received message;
determining whether the message includes an image; and
in response to determining that the message includes an image:
selecting, by a message reconstructor, an image modifier from a plurality of modifiers, for modifying the message, wherein the selection of the image modifier is based on the identified format of the message;
determining a context of the message based on the image included in the message;
determining a relationship between a sender and a receiver of the message; and
modifying the image using the selected image modifier based on the context of the message and the relationship between the sender and the receiver.
2. The method of claim 1 , wherein the modification is changing text in the image.
3. The method of claim 1 , wherein determining the context based on the image comprises:
using an object recognition technique to analyze characteristics of the image; and
determining the context of the message based on the analyzed characteristics.
4. The method of claim 3 , wherein the characteristics include any one of people, places, objects, or events.
5. The method of claim 1 , further comprising:
determining that the image includes a text portion; and
in response to the determination, utilizing a natural language processing technique to identify the text, wherein the identification includes:
querying a classification database;
retrieving from the classification database, information associated with identified text; and
determining the content of the message based on the information retrieved.
6. The method of claim 5 , wherein the information from the classification database includes any one of GPS, genre, or usage information.
7. The method of claim 1 , wherein the modification is insertion of a greeting into the message, wherein the greeting is based on the relationship between the sender and the receiver of the message.
8. The method of claim 1 , further comprising:
determining that the message includes a keyword; and
modifying the image based on a context of the keyword in the message.
9. The method of claim 8 , wherein the keyword relates to a holiday and the modification of the image includes reconstructing the image to include the holiday.
10. The method of claim 1 , wherein the modification includes adding another image or removing the image in the message.
11. A system comprising:
control circuitry configured to:
receive a content item at an electronic device, wherein the content item is a message;
identify a format of the received message;
determine whether the message includes an image; and
in response to determining that the message includes an image:
select, by a message reconstructor, an image modifier from a plurality of modifiers, for modifying the message, wherein the selection of the image modifier is based on the identified format of the message;
determine a context of the message based on the image included in the message;
determine a relationship between a sender and a receiver of the message; and
modify the image using the selected image modifier based on the context of the message and the relationship between the sender and the receiver.
12. The system of claim 11 , wherein the modification is performed by the control circuitry by changing text in the image.
13. The system of claim 11 , wherein determining the context based on the image comprises, the control circuitry configured to:
use an object recognition technique to analyze characteristics of the image; and
determine the context of the message based on the analyzed characteristics.
14. The system of claim 13 , wherein the characteristics include any one of people, places, objects, or events.
15. The system of claim 11 , further comprising, the control circuitry configured to:
determine that the image includes a text portion; and
in response to the determination, utilize a natural language processing technique to identify the text, wherein the identification includes:
query a classification database;
retrieve from the classification database, information associated with identified text; and
determine the content of the message based on the information retrieved.
16. The system of claim 15 , wherein the information from the classification database includes any one of GPS, genre, or usage information.
17. The system of claim 11 , wherein the modification is performed by the control circuitry by inserting a greeting into the message, wherein the greeting is based on the relationship between the sender and the receiver of the message.
18. The system of claim 11 , further comprising, the control circuitry configured to:
determine that the message includes a keyword; and
modify the image based on a context of the keyword in the message.
19. The system of claim 18 , wherein the keyword relates to a holiday and the modification of the image is performed by the control circuitry by reconstructing the image to include the holiday.
20. The system of claim 11 , wherein the modification is performed by the control circuitry by adding another image or removing the image in the message.