Method, device, and system for clustering document objects based on information content

A system for clustering document objects based on information content, system comprising:

• a document clustering device comprising at least one processor and a memory storing instructions that, when executed by the at least one processor, cause the at least one processor to perform operations comprising:
• identifying a plurality of object chunks from at least one document based on semantic context of each of the plurality of object chunks, wherein each of the plurality of object chunks comprise at least one object selected from the at least one document;
• determining at least one document portion from the at least one document as a base document, based on a plurality of parameters applied to the plurality of object chunks, wherein the plurality of parameters comprises at least one of:
• a number of object chunks in each document portion, a number of object chunks in each document portion that are common with remaining document portions in the plurality of document portions, a number of object chunks in each document portion that overlap with one or more of the remaining document portions, or a number of documents from the at least one document that each document portion overlaps;
• determining a plurality of hierarchies within the base document;
• and
• categorizing the plurality of object chunks based on the plurality of hierarchies and information in each of the plurality of object chunks.

A non-transitory computer-readable medium storing computer-executable instructions for:

• identifying a plurality of object chunks from at least one document based on semantic context of each of the plurality of object chunks, wherein each of the plurality of object chunks comprise at least one object selected from the at least one document;
• determining at least one document portion from the at least one document as a base document, based on a plurality of parameters applied to the plurality of object chunks, wherein the plurality of parameters comprises at least one of:
• a number of object chunks in each document portion, a number of object chunks in each document portion that are common with remaining document portions in the plurality of document portions, a number of object chunks in each document portion that overlap with one or more of the remaining document portions, or a number of documents from the at least one document that each document portion overlaps;
• determining a plurality of hierarchies within the base document;
• and
• categorizing the plurality of object chunks based on the plurality of hierarchies and information in each of the plurality of object chunks.