Patent ID: 11922125
Assignee: MAPPED INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A system comprising at least one computing device comprising at least one processor, a memory, and instructions executable by the at least one processor to provide an application comprising:
a) a data retrieving module retrieving a plurality of data sets from a plurality of electronically controllable equipment associated with an automated environment, wherein the plurality of data sets comprises a plurality of metadata;
b) a base classifiers selection module creating a training set comprising (i) a plurality of data sets from a plurality of electronically controllable equipment associated with a second automated environment other than said automated environment, and (ii) a label that indicates a semantic arrangement associated with each of the plurality of electronically controllable equipment associated with the second automated environment;
c) a training module training an ensembling machine learning model with the training set;
d) a classifying module selecting one or more base classifiers from the plurality of base classifiers based at least in part on a similarity level between metadata associated with the one or more base classifiers and the plurality of metadata associated with the plurality of data sets;
e) a model ensemble module ensembling the one or more base classifiers with the ensembling model to assign one or more weights to the one or more base classifiers based at least in part on the similarity level;
f) a semantic generation module applying the ensembled learning model to the automated environment to generate a semantic map indicative of semantic arrangement of the plurality of electronically controllable equipment associated with the automated environment; and
g) an output module displaying the semantic map.