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A portfolio of 3 issued US patents and a pending application relating to architectures and systems for defining abstract domain concept frameworks and conceptualization processes to produce application-specific knowledge systems. Capture and creation of multi-dimensional perspectives resulting from human and/or machine interactions with the defined knowledge system(s) support creation of new learning or reasoning knowledge systems. Such system applications can include collection and processing of interactions with metaverse components, cloud repositories, and/or concept/semantic networks incorporating, for example, user data or machine learning results as knowledge perspectives, and the linking of such perspective systems to additional new data and/or knowledge systems.