ontolearn.incomplete_kb

Functions

make_kb_incomplete_ass(kb_path, output_path, rate, seed)	Makes the knowledge base incomplete by removing a certain percentage of statements (triples).
make_kb_incomplete(→ Set[str])	Makes the knowledge base incomplete by removing a certain percentage of individuals.
make_kb_inconsistent(kb_path, output_path, rate, seed)	This function makes the knowledge base (KB) inconsistent by introducing incorrect statements.

Module Contents

ontolearn.incomplete_kb.make_kb_incomplete_ass(kb_path, output_path, rate, seed)

Makes the knowledge base incomplete by removing a certain percentage of statements (triples).

Inputs:

kb_path: Path to the input knowledge base. output_path: Path to save the modified (incomplete) knowledge base. rate: Percentage of statements to remove (0-100). seed: random seed for reproducibility.

Output:

Incomplete KB at level rate %

ontolearn.incomplete_kb.make_kb_incomplete(kb_path, output_path, rate, seed) → Set[str]

Makes the knowledge base incomplete by removing a certain percentage of individuals.

Inputs:

kb_path: Path to the input knowledge base. output_path: Path to save the modified (incomplete) knowledge base. rate: Percentage of individuals to remove (0-100). seed: random seed for reproducibility.

Output:

Incomplete KB at level rate %

ontolearn.incomplete_kb.make_kb_inconsistent(kb_path, output_path, rate, seed, max_attempts=100)

This function makes the knowledge base (KB) inconsistent by introducing incorrect statements.

Parameters: kb_path (str): Path to the original OWL ontology file. output_path (str): Path to save the inconsistent ontology file. rate (float): Percentage of incorrect statements to introduce (0-100). seed (int): Seed for reproducibility. max_attempts (int): Maximum attempts to find a valid incorrect statement.