Abstract: A device, system and method for providing descriptions to communication devices using machine learning generated templates is provided. A device replaces given word types in provided text files with corresponding tags to generate corresponding intermediate templates, the provided text files associated with a given topic. The device generates, for the given topic, one or more textual templates that include at least a portion of the corresponding tags, the textual templates in natural language sentences, the generating of the textual templates at least partially based on the corresponding intermediate templates. The device populate the corresponding tags in a textual template, of the textual templates, with corresponding words of a given data file associated with the given topic, to generate a respective description of a given item associated with the given topic, the given data file being specific to the given item.

Abstract: A device, system and method for altering a memory using rule signatures and connected components for deduplication is provided. A server accesses a memory storing guest records identified by respective identifiers. The server generates, using one or more matching rules and the guest rules, a plurality of rule signatures associated with respective identifiers of a guest record from which a rule signature was generated. A rule signature comprises a string of values from a guest record substituted for corresponding information defined by a matching rule. A graph is generated comprising connected components of the rule signatures and respective identifiers, a connected component corresponding to a distinct guest of the guest records. An assigned identifier identifies a connected component. The server alters the memory to add the assigned identifiers to the guest records identified by respective identifiers associated with respective rule signatures of the connected components.

Abstract: A device, system and method for providing descriptions to communication devices using machine learning generated templates is provided. A device replaces given word types in provided text files with corresponding tags to generate corresponding intermediate templates, the provided text files associated with a given topic. The device generates, for the given topic, one or more textual templates that include at least a portion of the corresponding tags, the textual templates in natural language sentences, the generating of the textual templates at least partially based on the corresponding intermediate templates. The device populate the corresponding tags in a textual template, of the textual templates, with corresponding words of a given data file associated with the given topic, to generate a respective description of a given item associated with the given topic, the given data file being specific to the given item.

Abstract: A device, system and method for altering a memory using rule signatures and connected components for deduplication is provided. A server accesses a memory storing guest records identified by respective identifiers. The server generates, using one or more matching rules and the guest rules, a plurality of rule signatures associated with respective identifiers of a guest record from which a rule signature was generated. A rule signature comprises a string of values from a guest record substituted for corresponding information defined by a matching rule. A graph is generated comprising connected components of the rule signatures and respective identifiers, a connected component corresponding to a distinct guest of the guest records. An assigned identifier identifies a connected component. The server alters the memory to add the assigned identifiers to the guest records identified by respective identifiers associated with respective rule signatures of the connected components.