Abstract: A method including tracking a dynamic source ranking for a content provider separately by item categories of items of a content catalog. The method also can include receiving a new value to be associated with an attribute in an attribute-value pair for an item of the items. The new value can be provided by the content provider. The method additionally can include generating a priority score for the new value based on input features comprising the dynamic source ranking for the content provider for an item category of the item categories in which the item is classified, a confidence score for the new value, and an offer status of the new value. A first weighting associated with the dynamic source ranking and a second weighting associated with the confidence score are each greater than a third weighting associated with the offer status.

Abstract: A method including providing a content catalog for items. The content catalog can include attributes for the items, values associated with the attributes, content provider identifiers of content providers that provided the values, and confidence scores for the values. The method also can include tracking source rankings for the content providers for item categories. The method additionally can include receiving a new value associated with an attribute of the attributes for an item of the items. The new value can be provided by a content provider of the content providers. The method further can include generating a priority score for the new value based on a set of input features associated with the new value and a set of score weightings associated with the set of input features. The set of input features can include (a) a source ranking of the source rankings for the content provider for an item category of the item categories associated with the item and (b) a confidence score for the new value.

Abstract: An inventory management system may have at least one document database and a search server. The search server may have a data structure engine storing a hierarchical data structure, at least one indexing engine, and a non-transitory computer readable medium having instructions, wherein the instructions, when executed by a processor cause the search server to receive an input document, parse one or more sub documents from the input document, prepare a search document based on the one or more sub documents, and update, by the data structure engine, the hierarchical data structure based on the search document. The search engine may further construct a relationship query based on a query for information and the hierarchical data structure, determine one or more sub documents responsive to the relationship query based on the hierarchical data structure, and extract information requested by the query from the sub documents.

Abstract: An inventory management system may have at least one document database and a search server. The search server may have a data structure engine storing a hierarchical data structure, at least one indexing engine, and a non-transitory computer readable medium having instructions, wherein the instructions, when executed by a processor cause the search server to receive an input document, parse one or more sub documents from the input document, prepare a search document based on the one or more sub documents, and update, by the data structure engine, the hierarchical data structure based on the search document. The search engine may further construct a relationship query based on a query for information and the hierarchical data structure, determine one or more sub documents responsive to the relationship query based on the hierarchical data structure, and extract information requested by the query from the sub documents.

Abstract: A system receives, from a content source, product information that can comprise core product data for the product and a product identification for the product. The one or more derived attributes that can be based at least on a respective use case of one or more uses cases that affects the one or more products presented in a content catalog. The content feed can merge the at least one of the one or more derived attributes with the product information to update the product information in the content feed based on matching the product identification for the product with the one or more derived attributes. Other embodiments are disclosed.

Abstract: A system receives, from a content source, product information that can comprise core product data for the product and a product identification for the product. The one or more derived attributes that can be based at least on a respective use case of one or more uses cases that affects the one or more products presented in a content catalog. The content feed can merge the at least one of the one or more derived attributes with the product information to update the product information in the content feed based on matching the product identification for the product with the one or more derived attributes. Other embodiments are disclosed.

Abstract: A method including providing a content catalog for items. The content catalog can include attributes for the items, values associated with the attributes, content provider identifiers of content providers that provided the values, and confidence scores for the values. The method also can include tracking source rankings for the content providers for item categories. The method additionally can include receiving a new value associated with an attribute of the attributes for an item of the items. The new value can be provided by a content provider of the content providers. The method further can include generating a priority score for the new value based on a set of input features associated with the new value and a set of score weightings associated with the set of input features. The set of input features can include (a) a source ranking of the source rankings for the content provider for an item category of the item categories associated with the item and (b) a confidence score for the new value.