Systems and methods for matching a query

A system for setting up an interactive communication session between a querying client terminal and at least one target client terminal, comprising:

• at least one hardware processor;
• and
• a non-transitory memory having stored thereon a code for execution by the at least one hardware processor, the code comprising instructions for:
• creating a structured dataset storing structured data by:
• extracting a set of user generated unstructured content from posted profiles of a plurality of user credentials of a social network;
• wherein each user generated unstructured content is mapped to at least one user credentials by user reactions to the user generated unstructured content;
• clustering the set of user generated unstructured content into a plurality of clusters, wherein each cluster comprises a subset of the set of user generated unstructured content;
• for each respective cluster of the plurality of clusters,
• (i) identifying a respective feature closest to a cluster center, the respective feature denoting a respective user interest of the respective cluster,
• (ii) assigning the respective user interest to each user generated unstructured content of the respective cluster, and
• (iii) computing a respective score for the respective cluster based on a total number of user reactions to the subset of user generated unstructured content of the respective cluster weighted with a total number of user generated unstructured content in the subset of user generated unstructured content of respective cluster;
• ranking the plurality of clusters according to respective scores;
• for each user generated unstructured content of each of a top number of ranked clusters, indexing each respective user generated unstructured content with the assigned respective user interest to create a respective structured data associated with indexed user interests;
• storing each respective structured data associated with indexed user interests in the structured dataset;
• receiving a query from the querying client terminal;
• analyzing the query to identify at least one user interest of the query;
• semantically matching the query to a structured data by matching the at least one user interest of the query to indexed user interests stored in the structured dataset, to obtain a matched structured data;
• selecting a plurality of matched user credentials of users of the social network according to an analysis of the matched structured data;
• distributing a request for joining an interactive communication session to a plurality of matched client terminals of the plurality of matched user credentials;
• receiving at least one response to the request from at least one responding client terminal of at least one responding user credentials;
• and
• establishing an interactive communication session between the querying client terminal and the at least one responding client terminal of the at least one responding user credentials.

A computer program product for setting up an interactive communication session between a querying client terminal and at least one target client terminal, comprising:

• a non-transitory memory having stored thereon a code for execution by at least one hardware processor, the code comprising instructions for:
• creating a structured dataset storing structured data by:
• extracting a set of user generated unstructured content from posted profiles of a plurality of user credentials of a social network;
• wherein each user generated unstructured content is mapped to at least one user credentials by user reactions to the user generated unstructured content;
• clustering the set of user generated unstructured content into a plurality of clusters, wherein each cluster comprises a subset of the set of user generated unstructured content;
• for each respective cluster of the plurality of clusters,
• (i) identifying a respective feature closest to a cluster center, the respective feature denoting a respective user interest of the respective cluster,
• (ii) assigning the respective user interest to each user generated unstructured content of the respective cluster, and
• (iii) computing a respective score for the respective cluster based on a total number of user reactions to the subset of user generated unstructured content of the respective cluster weighted with a total number of user generated unstructured content in the subset of user generated unstructured content of respective cluster;
• ranking the plurality of clusters according to respective scores;
• for each user generated unstructured content of each of a top number of ranked clusters, indexing each respective user generated unstructured content with the assigned respective user interest to create a respective structured data associated with indexed user interests;
• storing each respective structured data associated with indexed user interests in the structured dataset;
• receiving a query from the querying client terminal;
• analyzing the query to identify at least one user interest of the query;
• semantically matching the query to a structured data by matching the at least one user interest of the query to indexed user interests stored in the structured dataset, to obtain a matched structured data;
• selecting a plurality of matched user credentials of users of the social network according to an analysis of the matched structured data;
• distributing a request for joining an interactive communication session to a plurality of matched client terminals of the plurality of matched user credentials;
• receiving at least one response to the request from at least one responding client terminal of at least one responding user credentials;
• and
• establishing an interactive communication session between the querying client terminal and the at least one responding client terminal of the at least one responding user credentials.