International Business Machines Corporation

Michael J Iantosca

John Kurian

Martin G Keen

Jana Helton Jenkins

Todd Mark Kelsey

Balaji Sankar Kumar

Robert A Richter

Vishal George Palliyathu

Balaji Sankar

Ranjith E Raman

Palliyathu Vishal George

Embodiments relate to an intelligent computer platform to support a chatbot platform. A semantically enriched document is subjected to natural language processing to generate a cache of tokens, and further classify the tokens, including noun and verb tokens. For each verb token, a corresponding intent is generated, and for each noun token a corresponding entity is generated. A relationship between the generated intents and entities is mapped, and a topology representing the mapped relationship is constructed. A primary verb is identified and assigned as a root node in the topology, and an arrangement of entities related to primary verb are identified and assigned as child nodes related to the root node. The constructed topology is consumed to an AI schema for implementation in the chatbot platform to support real-time communication flow.

Natural language artificial intelligence topology mapping for chatbot communication flow

Embodiments for managing content by one or more processors are described. Usage of a plurality of first content portion translations by at least one user is monitored. The plurality of first content portion translations is stored on at least one database. Each of the plurality of first content portion translations is analyzed. A value of maintaining a selected one of the plurality of first content portion translations or a second content portion translation on the at least one database is calculated based on the monitoring of the usage of the plurality of first content portion translations and the analyzing of each of the plurality of first content portions translations.

Methods and systems for managing content translations

Aspects migrate an unstructured document to a specific document type definition Darwin Information Typing architecture wherein processors are configured to calculate a verb to noun ratio of an unstructured document by dividing a of plurality verbs of the unstructured document by a plurality of nouns of the unstructured document, assign a first weight to the unstructured document based on the calculated verb to noun ratio, and migrate the unstructured document to a specific document type definition Darwin Information Typing Architecture based on the first weight.

Unstructured document migrator

A method for linguistical analytic consolidation is described. The method includes displaying a user interface on a mobile device. The method also includes receiving source text content to display in the user interface. The method also includes scanning the source text content for a specific element. The method also includes flagging the specific element of the source text content to be modified according to a set of linguistic rules. Modifying the specific element according to the set of linguistic rules results in a consolidated form of the source text content.

Linguistical analytic consolidation for mobile content

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Wake Forest, NC, United States of America

Michael J Iantosca