Multi-prefix query optimizations

An information retrieval system including a non-transitory computer accessory storage medium for searching a database of content items, the system comprising:

• (a) a search module that:
• (i) receives a user query from a client device,
• (ii) generates a result list by intersecting lists of records retrieved from an index matching the user query,
• (iii) computes the value of a query function to determine whether to cache the result list, wherein the value of the query function is dependent upon a plurality of factors, including the total number of characters in the user query and the processing time required to retrieve and intersect the lists of records from the index to generate the result list, and
• (iv) conditionally caches the result list in storage, based upon a comparison of the value of the query function to a predefined threshold,
• (v) whereby the processing time for a subsequent user query is decreased by
• retrieving the cached result list from storage;
• and
• (b) a client application running on the client device that generates, based on the content of a first content item within the result list, a set of one or more dynamic menu items, each dynamic menu item having an associated action that is performed with respect to the first content item when a user selects that dynamic menu item, wherein the client application identifies one or more data fields within the first content item, and the associated action performed by each dynamic menu item references at least one of the data fields.

An information retrieval system including a non-transitory computer accessory storage medium that utilizes hybrid prefix terms to facilitate processing of multi-prefix user queries to search a database of content items, the system comprising:

• (a) an index generator that generates an index of prefix elements, wherein each prefix element is associated with a list of records containing at least one word having a prefix matching that prefix element;
• (b) a list sorter that sorts the lists of records to identify the Nth longest list, having a length of L records;
• (c) a hybrid prefix generator that generates a set of hybrid prefix elements, for each list of records having a length greater than L, by intersecting that list of records with each longer list of records, and adds the sets of hybrid prefix elements to the index;
• (d) a multi-prefix query processor that:
• (i) receives from a client device a multi-prefix user query containing a plurality of prefix terms,
• (ii) generates hybrid prefix terms by combining pairs of prefix terms;
• (iii) generates, and adds to the index, a set of repeated hybrid prefix elements, wherein each repeated hybrid prefix element is associated with a list of records containing repeated instances of words having a prefix matching that repeated hybrid prefix element;
• (iv) replaces repeated single-prefix terms with repeated hybrid prefix terms;
• (v) retrieves from the index, for each prefix term or hybrid prefix term, a list of records corresponding to that prefix term or hybrid prefix term;
• and
• (vi) generates a result list for the user query by intersecting the lists of records retrieved from the index,
• (vii) whereby the processing time for the user query is decreased due to the prior generation of the hybrid prefix elements added to the index;
• and
• (e) a client application running on the client device that generates, based on the content of a first content item within the result list, a set of one or more dynamic menu items, each dynamic menu item having an associated action that is performed with respect to the first content item when a user selects that dynamic menu item, wherein the client application identifies one or more data fields within the first content item, and the associated action performed by each dynamic menu item references at least one of the data fields.

A method for conducting, and caching results of, multi-prefix and multi-tier user queries of a database of content items across a plurality of channels, each channel representing a category of content items within the database, the method comprising the following steps:

• (a) retrieving from an index, for each prefix term, a list of records containing at least one word having a prefix matching that prefix term;
• (b) limiting a first user query to a first tier of content that contains names of channels in the database, and, upon receiving an indication of the user's selection of the name of a first channel, limiting a second user query to a second tier of content that contains items within the category represented by the name of the first channel;
• (c) generating a result list by intersecting the lists of records retrieved from the index;
• (d) computing the value of a query function to determine whether to cache the result list, wherein the value of the query function is dependent upon a plurality of factors, including the total number of characters in the user query and the processing time required to retrieve and intersect the lists of records from the index to generate the result list;
• and
• (e) conditionally caching the result list in storage, based upon a comparison of the value of the query function to a predefined threshold,
• (f) whereby the processing time for a subsequent user query is decreased by retrieving the cached result list from storage.

A method for searching a database of content items, the method comprising the following steps:

• (a) receiving a user query from a client device;
• (b) generating a result list by intersecting lists of records retrieved from an index matching the user query;
• (c) computing the value of a query function to determine whether to cache the result list, wherein the value of the query function is dependent upon a plurality of factors, including the total number of characters in the user query and the processing time required to retrieve and intersect the lists of records from the index to generate the result list;
• (d) conditionally caching the result list in storage, based upon a comparison of the value of the query function to a predefined threshold, whereby the processing time for a subsequent user query is decreased by retrieving the cached result list from storage;
• and
• (e) generating, based on the content of a first content item within the result list, a set of one or more dynamic menu items, each dynamic menu item having an associated action that is performed with respect to the first content item when a user selects that dynamic menu item, wherein one or more data fields within the first content item are identified, and the associated action performed by each dynamic menu item references at least one of the data fields.

A method for searching a database of content items that utilizes hybrid prefix terms to facilitate processing of multi-prefix user queries, the method comprising the following steps:

• (a) generating an index of prefix elements, wherein each prefix element is associated with a list of records containing at least one word having a prefix matching that prefix element;
• (b) sorting the lists of records to identify the Nth longest list, having a length of L records;
• (c) generating a set of hybrid prefix elements, for each list of records having a length greater than L, by intersecting that list of records with each longer list of records, and adding the sets of hybrid prefix elements to the index;
• (d) receiving from a client device a multi-prefix user query containing a plurality of prefix terms,
• (e) generating hybrid prefix terms by combining pairs of prefix terms;
• (f) generating, and adding to the index, a set of repeated hybrid prefix elements, wherein each repeated hybrid prefix element is associated with a list of records containing repeated instances of words having a prefix matching that repeated hybrid prefix element;
• (g) replacing repeated single-prefix terms with repeated hybrid prefix terms;
• (h) retrieving from the index, for each prefix term or hybrid prefix term, a list of records corresponding to that prefix term or hybrid prefix term;
• (i) generating a result list for the user query by intersecting the lists of records retrieved from the index, whereby the processing time for the user query is decreased due to the prior generation of the hybrid prefix elements added to the index;
• and
• (j) generating, based on the content of a first content item within the result list, a set of one or more dynamic menu items, each dynamic menu item having an associated action that is performed with respect to the first content item when a user selects that dynamic menu item, wherein the client application identifies one or more data fields within the first content item, and the associated action performed by each dynamic menu item references at least one of the data field.