Selection and/or modification of a portion of online content based on an emotional state of a user
Techniques are described herein for, among other things, selecting and/or modifying a portion of online content based on an emotional state of a user. The user's emotional state is determined based on the user's online activity. A portion or portions of online content are selected and/or modified for provision to the user based on the user's emotional state. A portion of online content may be modified in any of a variety of ways. For example, a color that is included in a portion of online content may be replaced with a different color. In another example, a color filter may be applied to the portion of online content. In yet another example, visual attribute(s) of the portion of online content may be modified. Examples of a visual attribute include, but are not limited to, hue, brightness, contrast, and saturation.
1. A computer-implemented method for selecting online content based on an emotional state of a user, the method comprising:
in a networked device of an online content serving system comprising at least one memory and at least one processor configured to execute instructions stored in the memory:
obtaining, by the at least one processor, a plurality of portions of online content, wherein each portion of online content of the plurality of portions of online content is pre-associated with additional respective metadata that indicates one or more intended emotional states to which a party associated with the portion of online content intends the portion of online content to correspond;
for each portion of online content of the plurality of portions of online content, automatically determining, by the at least one processor, a respective predicted emotional effect of the portion of online content on viewers by analyzing a respective predetermined visual feature of the portion of online content;
automatically determining, by the at least one processor, an emotional state of a user based on an online activity of the user;
for each portion of online content of the plurality of portions of online content, automatically associating, by the at least one processor, the portion of online content with additional respective metadata that indicates a determined respective predicted emotional effect on viewers of a portion of online content of the plurality of portions of online content;
automatically selecting, by the at least one processor, in response to a request from a client device for requested content to display to the user, a target portion of online content from the plurality of portions of online content, based on the emotional state of the user and respective determined predicted emotional effect on viewers of a portion of online content of the plurality of portions of online content, including determining, by the at least one processor, that the additional respective metadata that is associated with the target portion of online content indicates an intended emotional state that is substantially same as the emotional state of the user;
automatically modifying, by the at least one processor, at least one visual property of the selected target portion of online content based on the emotional state of the user; and
automatically providing, by the at least one processor, the modified target portion of online content to the client device for display to the user with the requested content.
2. The computer-implemented method of claim 1 , wherein the plurality of portions of online content corresponds to a plurality of respective specified emotional states; and
wherein selecting the target portion of online content comprises:
selecting, by the at least one processor, a first portion of online content of the plurality of portions of online content that corresponds to the emotional state of the user.
3. The computer-implemented method of claim 1 , further comprising:
determining, by the at least one processor, the plurality of portions of online content according to an online content targeting operation based on information regarding the user that is different from the emotional state of the user;
wherein selecting the target portion of online content further comprises:
selecting, by the at least one processor, the target portion of online content based on the information regarding the user that is different from the emotional state of the user.
4. The computer-implemented method of claim 1 , wherein determining the emotional state of the user comprises:
determining, by the at least one processor, the emotional state of the user based on consumed online content that is consumed by the user.
5. The computer-implemented method of claim 1 , wherein determining the emotional state of the user comprises:
determining, by the at least one processor, the emotional state of the user based on at least one of blog text, an online video, or online music that is consumed by the user.
6. A computer-implemented system comprising:
at least one non-transitory computer-readable storage medium comprising a set of instructions for selecting a portion of online content based on an emotional state of a user; and
at least one processor in communication with the computer-readable storage medium that is configured to execute the set of instructions stored in the computer-readable storage medium to:
obtain a plurality of portions of online content, including for each portion of online content of the plurality of portions of online content, automatically associating the portion of online content with respective metadata that indicates the determined respective predicted emotional effect;
for each portion of online content of the plurality of portions of online content, automatically determine a respective predicted emotional effect of the portion of online content on viewers by analyzing a respective predetermined visual feature of the portion of online content;
automatically determine an emotional state of a user based on an online activity of the user;
pre-associating each portion of online content of the plurality of portions of online content with additional respective metadata that indicates one or more intended emotional states to which a party associated with the portion of online content intends the portion of online content to correspond;
automatically select, in response to a request from a client device for requested online content to display to the user, a target portion of online content from the plurality of portions of online content, based on the emotional state of the user and a respective determined predicted emotional effect on viewers of a portion of online content of the plurality of portions of online content, the at least one processor being configured to determine that the respective additional metadata that is associated with the target portion of online content indicates an intended emotional state that is substantially same as the emotional state of the user;
automatically modify at least one visual property of the selected target portion of online content based on the emotional state of the user; and
automatically provide the modified target portion of online content to the client device for display to the user with the requested online content.
7. The computer-implemented system of claim 6 , wherein the plurality of portions of online content corresponds to a plurality of respective specified emotional states; and
wherein to select the target portion of online content the at least one processor is configured to select a first portion of online content of the plurality of portions of online content that corresponds to the emotional state of the user.
8. The computer-implemented system of claim 6 , wherein the at least one processor is further configured to determine the plurality of portions of online content according to an online content targeting operation based on information regarding the user that is different from the emotional state of the user;
wherein to select the target portion of online content the at least one processor is configured to select the target portion of online content based on the information regarding the user that is different from the emotional state of the user.
9. The computer-implemented system of claim 6 , wherein the at least one processor is configured to determine the emotional state of the user based on consumed online content that is consumed by the user.
10. The computer-implemented system of claim 6 , wherein the at least one processor is configured to determine the emotional state of the user based on at least one of blog text, an online video, or online music that is consumed by the user.
11. A non-transitory computer-readable storage medium comprising computer program logic for enabling a processor-based system to select at least one portion of online content based on an emotional state of a user, the computer program logic configured to direct at least one processor to perform acts of:
obtaining a plurality of portions of online content, including for each portion of online content of the plurality of portions of online content, automatically associating the portion of online content with respective metadata that indicates the determined respective predicted emotional effect;
for each portion of online content of the plurality of portions of online content, automatically determining a respective predicted emotional effect of the portion of online content on viewers by analyzing a respective predetermined visual feature of the portion of online content;
automatically determining an emotional state of a user based on an online activity of the user;
pre-associating each portion of online content of the plurality of portions of online content with additional respective metadata that indicates one or more intended emotional states to which a party associated with the portion of online content intends the portion of online content to correspond;
automatically selecting, in response to a request from a client device for requested online content to display to the user, a portion of online content from the plurality of portions of online content, based on the emotional state of the user and a respective determined predicted emotional effect on viewers of a portion of online content of the plurality of portions of online content, including determining that the respective additional metadata that is associated with the selected target portion of online content indicates an intended emotional state that is substantially same as the emotional state of the user;
automatically modifying at least one visual property of the selected target portion of online content based on the emotional state of the user; and
automatically providing the modified target portion of online content to the client device for display to the user with the requested online content.
12. The computer-readable storage medium of claim 11 , wherein the plurality of portions of online content corresponds to a plurality of respective specified emotional states; and
wherein to select the target portion of online content, the computer program logic further directs the at least one processor to perform an act of:
selecting a first portion of online content of the plurality of portions of online content that corresponds to the emotional state of the user.
13. The computer-readable storage medium of claim 11 , wherein the computer program logic further directs the at least one processor to perform acts of:
determining the plurality of portions of online content according to an online content targeting operation based on information regarding the user that is different from the emotional state of the user;
wherein to select the target portion of online content, the computer program logic further directs the at least one processor to perform an act of:
selecting the target portion of online content based on the information regarding the user that is different from the emotional state of the user.
14. The computer-readable storage medium of claim 11 , wherein to determine the emotional state of the user, the computer program logic further directs the at least one processor to perform an act of:
determining the emotional state of the user based on consumed online content that is consumed by the user.