Providing user-influenced search results based on user-defined query language translation

A computer-implemented method comprising:

• receiving one or more search queries from a user related to an item, the one or more search queries written in a query language associated with a user profile of the user and stored in a profile data store;
• determining, by a computer system, feedback associated with an interaction by the user with search results for the one or more search queries;
• receiving profile information associated with the user profile of the user from the profile data store, the profile information identifying a group profile for a group of users that comprises rules for refining the search results for the group of users, and the user profile comprising the rules of the group profile;
• refining, by the computer system, an enhanced query language using the feedback and the rules;
• providing sample results prior to providing enhanced search results, the sample search results provided based at least in part on the enhanced query language;
• updating the user profile with the feedback and the rules;
• obtaining the enhanced search results utilizing the enhanced query language;
• and
• providing the enhanced search results.

One or more computer-readable non-transitory media storing computer-executable instructions that, when executed by one or more computer systems, configure the one or more computer systems to perform operations comprising:

• receiving a search query from a user, the search query comprising a search term for an item;
• providing first search results in response to the search query;
• receiving feedback on the first search results;
• storing information about the feedback as user data, the user data associated with a user profile of the user and stored in a profile database;
• receiving profile information associated with the user profile that identifies a group profile for a group of users that comprises rules for refining the search results for the group of users, and the user profile comprising the rules of the group profile;
• updating the user profile with the feedback and the rules;
• utilizing the user data and the rules to obtain second search results;
• providing sample results prior to providing the second search results;
• and
• providing the second search results.

A system comprising:

• at least one memory that stores computer-executable instructions;
• and
• at least one processor configured to access the at least one memory, wherein the at least one processor is configured to execute the computer-executable instructions to collectively at least:
• receive at least a portion of a search query for an item associated with a user profile of a user and stored in a profile data store;
• provide result information to a user responsive to the search query;
• receive feedback from the user in response to the result information;
• receive profile information associated with the user profile of the user, the profile information identifying a group profile for a group of users that comprises rules for refining the search results for the group of users, and the user profile comprising the rules of the group profile;
• generate an enhanced search query using the feedback and the user profile;
• update the user profile with the feedback;
• obtain the search results using the enhanced search query;
• provide sample results prior to providing the search results;
• and
• provide the search results to a user device operated by the user.