Anaphora resolution for semantic tagging

An article of manufacture including a non-transitory, tangible computer readable storage medium having instructions stored thereon that, in response to execution by a computer-based system, cause the computer-based system to perform operations comprising:

• tokenizing, by the computer-based system, a body of text by splitting the body of text into individual tokens;
• weighting, by the computer-based system and based on the tokenizing, the individual tokens having a pronoun grammatical role based on structured contextual information;
• analyzing, by the computer-based system, the structured contextual information to facilitate a homophora resolution;
• integrating, by the computer-based system and in response to the analyzing and in response to the weighting of the individual tokens, the homophora resolution into an anaphora resolution algorithm by substituting the structured contextual information into the body of text to create a substituted body of text;
• translating, by the computer-based system and based on the integrating, semantic concepts of the substituted body of text into one or more semantic tags;
• conducting, by the computer-based system, in response to the translating and using the one or more semantic tags, semantic reasoning to facilitate pattern identification within a group of documents,
• analyzing, by the computer-based system and based on semantic reasoning and using the one or more semantic tags, implied relationships of the text within the group of documents to identify a specific topic;
• and
• displaying, by the computer-based system and to a user interface, the specific identified topic of the substituted body of text.

A system comprising:

• a tangible, non-transitory memory communicating with a processor,
• the tangible, non-transitory memory having instructions stored thereon that, in response to execution by the processor, cause the processor to perform operations comprising:
• tokenizing, by the processor, a body of text by splitting the body of text into individual tokens;
• weighting, by the processor and based on the tokenizing, the individual tokens having a pronoun grammatical role based on structured contextual information;
• analyzing, by the processor, the structured contextual information to facilitate a homophora resolution;
• integrating, by the processor and in response to the analyzing and in response to the weighting of the individual tokens, the homophora resolution into an anaphora resolution algorithm by substituting the structured contextual information into the body of text to create a substituted body of text;
• translating, by the processor and based on the integrating, semantic concepts of the substituted body of text into one or more semantic tags;
• conducting, by the processor, in response to the translating and using the one or more semantic tags, semantic reasoning to facilitate pattern identification within a group of documents,
• analyzing, by the processor and based on semantic reasoning and using the one or more semantic tags, implied relationships of the text within the group of documents to identify a specific topic;
• and
• displaying, by the processor and to a user interface, the specific identified topic of the substituted body of text.