Abstract: Various embodiments are provided for providing intelligent policy coverage optimization in a computing environment by a processor. One or more policy coverage gaps in one or more operational rules defined by one or more rules, policies, or a combination thereof and associated with one or more non-compliant policy claims associated with the one or more policy coverage gaps may be identified. The one or more policy coverage gaps may be ranked according to one or more selected criteria.

Abstract: Various embodiments are provided for preventing disclosure of confidential data in a computing environment are provided. Data may be inspected prior to publication to a communication channels. Selected portions of the data may be extracted. The selected portions of the data may be filtered according to degree of appropriateness defined in one or more publishing policies or rules prior to sending the filtered data to the communication channel.

Abstract: Embodiments for intelligent application development by a processor. One or more application code changes may be automatically into one or more application code change groups for a versioning system, wherein the one or more application code groups are logically consistent and self-contained.

Abstract: Techniques are described for extracting structured information from unstructured documents based on validation of the structured information as applied to a domain problem associated with the unstructured documents. In one embodiment, a computer program product for automated information extraction is provided. The computer program product comprising a computer readable storage medium having program executable by a processing component to cause the processing component to extract structured candidate interpretations of a rule from unstructured information that defines a plurality of rules intended to control operations of a system, and determine measures of validity of the structured candidate interpretations based on application of the candidate policy interpretations to historical operational data for the system that represents operations performed by the system.

Abstract: Embodiments for intelligent learning for explaining anomalies to a user by a processor. One or more anomalous records may be identified in a knowledge base. A list of ranked candidate explanations may be generated for the one or more anomalous records. An active learning dialog may be initiated with one or more users to increase accuracy of the knowledge base, a domain knowledge, and each of the ranked candidate explanations.

Abstract: Various embodiments are provided for providing intelligent policy coverage optimization in a computing environment by a processor. One or more policy coverage gaps in one or more operational rules defined by one or more rules, policies, or a combination thereof and associated with one or more non-compliant policy claims associated with the one or more policy coverage gaps may be identified. The one or more policy coverage gaps may be ranked according to one or more selected criteria.

Abstract: Various embodiments are provided for preventing disclosure of confidential data in a computing environment are provided. Data may be inspected prior to publication to a communication channels. Selected portions of the data may be extracted. The selected portions of the data may be filtered according to degree of appropriateness defined in one or more publishing policies or rules prior to sending the filtered data to the communication channel.

Abstract: Embodiments for intelligent application development by a processor. One or more application code changes may be automatically into one or more application code change groups for a versioning system, wherein the one or more application code groups are logically consistent and self-contained.

Abstract: Techniques are described for extracting structured information from unstructured documents based on validation of the structured information as applied to a domain problem associated with the unstructured documents. In one embodiment, a computer program product for automated information extraction is provided. The computer program product comprising a computer readable storage medium having program executable by a processing component to cause the processing component to extract structured candidate interpretations of a rule from unstructured information that defines a plurality of rules intended to control operations of a system, and determine measures of validity of the structured candidate interpretations based on application of the candidate policy interpretations to historical operational data for the system that represents operations performed by the system.

Abstract: Embodiments for intelligent learning for explaining anomalies to a user by a processor. One or more anomalous records may be identified in a knowledge base. A list of ranked candidate explanations may be generated for the one or more anomalous records. An active learning dialog may be initiated with one or more users to increase accuracy of the knowledge base, a domain knowledge, and each of the ranked candidate explanations.