Abstract: Compositions and methods, systems, and kits for detecting and quantifying variations in numbers of molecules, particularly variations in gene dosage, e.g., due to gene duplication, or to variations from the normal euploid complement of chromosomes, e.g., trisomy of one or more chromosomes that are normally found in diploid pairs, without digital sequencing.

Abstract: Compositions and methods, systems, and kits for detecting and quantifying variations in numbers of molecules, particularly variations in gene dosage, e.g., due to gene duplication, or to variations from the normal euploid complement of chromosomes, e.g., trisomy of one or more chromosomes that are normally found in diploid pairs, without digital sequencing.

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: Compositions and methods, systems, and kits for detecting and quantifying variations in numbers of molecules, particularly variations in gene dosage, e.g., due to gene duplication, or to variations from the normal euploid complement of chromosomes, e.g., trisomy of one or more chromosomes that are normally found in diploid pairs, without digital sequencing.

Abstract: Compositions and methods, systems, and kits for detecting and quantifying variations in numbers of molecules, particularly variations in gene dosage, e.g., due to gene duplication, or to variations from the normal euploid complement of chromosomes, e.g., trisomy of one or more chromosomes that are normally found in diploid pairs, without digital sequencing.

Abstract: Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform: for each respective item of one or more items: identifying one or more respective item attributes in an existing title for the respective item; and determining at least one respective item attribute of the one or more respective item attributes to include in an alternative title for the respective item based on an attribute importance score for each respective item attribute of one or more item attributes of the respective item; generating at least one first modified title for at least one first item of the one or more items, the at least one first modified title comprising at least one first item attribute of the at least one first item; and coordinating displaying of the at least one first modified title for the at least one first item on a website. Other embodiments are disclosed herein.

Abstract: Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform: for each respective item of one or more items: identifying one or more respective item attributes in an existing title for the respective item; and determining at least one respective item attribute of the one or more respective item attributes to include in an alternative title for the respective item based on an attribute importance score for each respective item attribute of one or more item attributes of the respective item; generating at least one first modified title for at least one first item of the one or more items, the at least one first modified title comprising at least one first item attribute of the at least one first item; and coordinating displaying of the at least one first modified title for the at least one first item on a website. Other embodiments are disclosed herein.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of receiving an external catalog comprising external attributes for each product of a plurality of products, mapping the external attributes from the external catalog to internal attributes for each product of the plurality of products in an internal catalog for an online retailer using an ensemble learning technique comprising a plurality of algorithms, incorporating the external attributes of the external catalog into the internal attributes in the internal catalog as mapped, and coordinating displaying of the external attributes and the internal attributes on a website of the online retailer.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of identifying one or more product attributes in an existing title for a product, determining at least one product attribute to include in an alternative title for the product, determining that the at least one product attribute in the alternative title for at least a the product does not correspond to the one or more product attributes in the existing title for the product, automatically inserting the at least one product attribute in the alternative title for the product into a modified title for the product, and coordinating displaying of the modified title for the product on a website associated with the online retailer.

Abstract: Systems and methods including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform acts of receiving initial product content for a product, generating modularized product content from the initial product content for displaying on a website, storing the modularized product content, coordinating displaying on the website the modularized product content for the product, receiving an error report of an error for the modularized product content displayed on the website, updating a rule for the modularized product content to correct the error in the modularized product content, generating an updated modularized product content for the product using the rule as updated, replacing the modularized product content with the updated modularized product content, and coordinating displaying on the website the product and the updated modularized product content for the product.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of receiving search queries from users, coordinating displaying of search results for the search queries, receiving an indication that the users selected products in the search results, associating each search query with a product type based on products selected by the users, identifying product attributes in each search query, determining an attribute weight for each product attribute for the product type, determining which product attributes are recorded in product information for each product, determining a product attribute score for each product, receiving an additional search query, and selecting a first portion of products for display in additional search results for the additional search query.

Abstract: In some embodiments, a method can comprise preparing a comparison table by for comparing the one or more second items to the first item by: determining an item ranking of one or more second items based at least in part on an attribute ranking for each of one or more second attributes, presenting for display in the comparison table the set of the one or more second items and an associated first item, and presenting for display proximate to the comparison table a second set of the one or more second items, the second set of the one or more second items comprising a second predetermined number of the one or more second items comprising one or more next top rankings based on the item ranking of the one or more second items. Other embodiments of related methods and systems are also provided.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of receiving search queries from users, coordinating displaying of search results for the search queries, receiving an indication that the users selected products in the search results, associating each search query with a product type based on products selected by the users, identifying product attributes in each search query, determining an attribute weight for each product attribute for the product type, determining which product attributes are recorded in product information for each product, determining a product attribute score for each product, receiving an additional search query, and selecting a first portion of products for display in additional search results for the additional search query.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of identifying one or more product attributes in an existing title for a product, determining at least one product attribute to include in an alternative title for the product, determining that the at least one product attribute in the alternative title for at least a the product does not correspond to the one or more product attributes in the existing title for the product, automatically inserting the at least one product attribute in the alternative title for the product into a modified title for the product, and coordinating displaying of the modified title for the product on a website associated with the online retailer.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of receiving an external catalog comprising external attributes for each product of a plurality of products, mapping the external attributes from the external catalog to internal attributes for each product of the plurality of products in an internal catalog for an online retailer using an ensemble learning technique comprising a plurality of algorithms, incorporating the external attributes of the external catalog into the internal attributes in the internal catalog as mapped, and coordinating displaying of the external attributes and the internal attributes on a website of the online retailer.

Abstract: Systems and methods including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform acts of receiving initial product content for a product, generating modularized product content from the initial product content for displaying on a website, storing the modularized product content, coordinating displaying on the website the modularized product content for the product, receiving an error report of an error for the modularized product content displayed on the website, updating a rule for the modularized product content to correct the error in the modularized product content, generating an updated modularized product content for the product using the rule as updated, replacing the modularized product content with the updated modularized product content, and coordinating displaying on the website the product and the updated modularized product content for the product.

Abstract: In some embodiments, a method can comprise preparing a comparison table by for comparing the one or more second items to the first item by: determining an item ranking of one or more second items based at least in part on an attribute ranking for each of one or more second attributes, presenting for display in the comparison table the set of the one or more second items and an associated first item, and presenting for display proximate to the comparison table a second set of the one or more second items, the second set of the one or more second items comprising a second predetermined number of the one or more second items comprising one or more next top rankings based on the item ranking of the one or more second items. Other embodiments of related methods and systems are also provided.

Abstract: Embodiments enable reduction of database downtime in a live production environment of an on-demand database service during repair and/or maintenance tasks. A source database and a target database are provided. Data is copied from the source database to the target database to create a mirrored set of data. Access is limited to one or more designated tables in the target database. General traffic is redirected from the source database to the target database, wherein the redirection occurs for a duration of a maintenance period. Data modifications that occur in the target database during the maintenance period are captured and then replicated into the source database. Finally, general traffic is redirected from the target database to the source database.

Abstract: Embodiments enable reduction of database downtime in a live production environment of an on-demand database service during repair and/or maintenance tasks. A source database and a target database are provided. Data is copied from the source database to the target database to create a mirrored set of data. Access is limited to one or more designated tables in the target database. General traffic is redirected from the source database to the target database, wherein the redirection occurs for a duration of a maintenance period. Data modifications that occur in the target database during the maintenance period are captured and then replicated into the source database. Finally, general traffic is redirected from the target database to the source database.