Patent ID: 11966854
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Digital communication (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 6:
7. The method of claim 6, comprising:
building a mapping of the host system to determine the policy prerequisites of the host system,
wherein building the mapping includes:
identifying documents and policies of the host system to generate metrics about a restrictiveness of the host system; and
using a bidirectional encoder representations from transformers (BERT) enabled entity extraction model to generate the knowledge graph to identify entities which refer to service level agreements (SLAs) of the host system,
wherein the BERT enabled entity extraction model inserts a classification (CLS) token at a beginning of first sentences of the identified documents,
wherein the BERT enabled entity extraction model inserts separate (SEP) tokens at an end of each sentence of the identified documents,
wherein the BERT enabled entity extraction model adds a sentence embedding to each of the tokens,
wherein the BERT enabled entity extraction model adds a positional embedding to each of the tokens;

training the BERT enabled entity extraction model using reinforcement learning algorithm(s), to identify policy prerequisites of the host system based on the tokens;
identifying the policy prerequisites in an output of the trained BERT enabled entity extraction model;
generating restrictiveness scores for the identified policy prerequisites; and
storing the resource vendors in a hierarchy within the knowledge graph based on the restrictiveness scores.