Systems and methods for identifying and modifying relevant content based on dimensional analysis

A method comprising:

• storing, in a database, a plurality of content items wherein each content item is associated with a respective topic, a respective author, and a respective textual portion;
• for each respective textual portion of each content item of the plurality of content items:
• segmenting the respective textual portion into a plurality of textual segments;
• determining, for each textual segment of each respective textual portion, a respective dimension, a respective sentiment, and a respective sentiment intensity score;
• and
• wherein the respective dimension, the respective sentiment, and the respective sentiment intensity score for each textual segment are caused to be stored in the database;
• receiving, from a device associated with a user profile, a request for data about a topic;
• accessing stored user preferences of the user profile wherein the stored user preferences comprise a plurality of dimensions, a respective user sentiment for each dimension, and a respective user sentiment intensity score for each dimension;
• identifying a subset of the plurality of content items based at least in part on the topic:
• identifying a numerical score for each content item of the subset;
• generating a modified numerical score for a particular content item from the subset based at least in part on comparing the respective dimension, the respective sentiment, and the respective sentiment intensity score for each textual segment of the particular content item to the plurality of dimensions, the respective user sentiment for each dimension, and the respective user sentiment intensity score for each dimension;
• generating a modified respective textual portion of the particular content item by modifying at least one textual segment of the particular content item based at least in part on comparing the respective dimension, the respective sentiment, and the respective sentiment intensity score for each text segment of the particular content item to the plurality of dimensions, the respective user sentiment for each dimension, and the respective user sentiment intensity score for each dimension;
• generating for output, at the device associated with the user profile, the particular content item, wherein the output is based at least in part on the modified numerical score;
• and
• generating for output, at the device associated with the user, the particular content item comprising the modified respective textual portion of the particular content item.

A system comprising:

• control circuitry configured to:
• store, in a database, a plurality of content items wherein each content item is associated with a respective topic, a respective author, and a respective textual portion, wherein the respective author of each content item is associated with a set of dimensions, a respective author sentiment for each dimension, and a respective author sentiment intensity score for each dimension;
• for each respective textual portion of each content item of the plurality of content items:
• segment the respective textual portion into a plurality of textual segments;
• determine, for each textual segment of each respective textual portion, a respective dimension, a respective sentiment, and a respective sentiment intensity score;
• and
• wherein the respective dimension, the respective sentiment, and the respective sentiment intensity score for each textual segment are caused to be stored in the database;
• receive, from a device associated with a user profile, a request for data about a topic;
• access stored user preferences of the user profile wherein the stored user preferences comprise a plurality of dimensions, a respective user sentiment for each dimension, and a respective user sentiment intensity score for each dimension;
• identify a subset of the plurality of content items based at least in part on the topic;
• identify a numerical score for each content item of the subset, wherein the numerical score for each content item of the subset of content items is based at least in part on a comparison of (a) the plurality of dimensions, the respective user sentiment for each dimension, and the respective user sentiment intensity score for each dimension, and (b) the set of dimensions, the respective author sentiment for each dimension, and the respective author sentiment intensity score for each dimension;
• generate a modified numerical score for a particular content item from the subset based at least in part on comparing the respective dimension, the respective sentiment, and the respective sentiment intensity score for each textual segment of the particular content item to the plurality of dimensions, the respective user sentiment for each dimension, and the respective user sentiment intensity score for each dimension, wherein the generating the modified numerical score for the particular content item is based at least in part on the set of dimensions, the respective author sentiment for each dimension, and the respective author sentiment intensity score for each dimension;
• and
• Input/Output (I/O) circuitry configured to:
• generate for output, at the device associated with the user profile, the particular content item, wherein the output is based at least in part on the modified numerical score.