Methods and apparatus for resolving compliance issues

A non-transitory computer readable storage medium comprising instructions that, when executed, cause a processor to at least:

• extract a plurality of features from input data corresponding to a compliance issue and the plurality of features including descriptive information corresponding to a function of the input data;
• classify the plurality of features into a group indicative of at least one of a semantic property, a programming pattern, or a compliance type of the function of the input data;
• assign a cluster identifier to the plurality of features based on a prediction that the plurality of features are classified into the group;
• retrieve a solution from a database that corresponds to the cluster identifier, the solution to resolve the compliance issue corresponding to the input data;
• and
• generate a suggestions list to present to a user based on a building of a pool of solutions.

A method comprising:

• extracting a plurality of features from input data corresponding to a compliance issue and the plurality of features including descriptive information corresponding to a function of the input data;
• classifying the plurality of features into a group indicative of at least one of a semantic property, a programming pattern, or a compliance type of the function of the input data;
• assigning a cluster identifier to the plurality of features based on a prediction that the plurality of features are classified into the group;
• retrieving a solution from a database that corresponds to the cluster identifier, the solution to resolve the compliance issue corresponding to the input data;
• and
• generating a suggestions list based on a building of a pool of solutions.

An apparatus to detect a compliance issue, the apparatus comprising:

• a means for extracting, the means for extracting to extract a plurality of features from input data corresponding to the compliance issue and the plurality of features including descriptive information corresponding to a function of the input data;
• a means for generating, the means for generating to:
• classify the plurality of features into a group indicative of at least one of a semantic property, a programming pattern, or a compliance type of the function of the input data;
• assign a cluster identifier to the plurality of features based on a prediction that the plurality of features are classified into the group;
• and
• retrieve a solution from a database that corresponds to the cluster identifier, the solution to resolve the compliance issue corresponding to the input data;
• and
• a means for creating, the means for creating to create a suggestions list to present to a user based on a building of a pool of solutions.