International Business Machines Corporation

Yazan Obeidi

Jaydeep Sen

Vatche Isahagian

Yara Rizk

Tarun Tater

Vinod Muthusamy

Allen Vi Cuong Chan

Salman Saleem Sheikh

Sonali Dey

Shayne Yi Hsien Lin

Isabella Olivares

Ossama Mahmoud

Jamil Tahsin Samouh

Mahmoud Mahmoud

Nikhil Bhambra

An embodiment records execution of a workflow comprising a skill, the recording generating workflow data. An embodiment selects, using the workflow data, an ontology tree having above a threshold amount of similarity to the workflow. An embodiment constructs, using the ontology tree and the workflow data, a first skill tree corresponding to the workflow. An embodiment integrates, into an existing skill tree of an application, the first skill tree, the integrating resulting in an integrated skill tree of the application. An embodiment executes, responsive to an intent requesting execution of the skill using new data, using the integrated skill tree and the new data, the skill.

Ontology based workflow automation and execution

An embodiment for identifying and processing poly-process natural language queries may include receiving a natural language query. The embodiment may also automatically identify a bridge entity in the received natural language query. The embodiment may also automatically determine whether the received natural language query is a poly-process query. The embodiment may further include, in response to identifying that the received natural language query is the poly-process query, automatically generating sub-queries for each process in the poly-process query and generate results for each sub-query. The embodiment may also automatically combining the results of each sub-query using the bridge entity to output a combined result. The embodiment may further include automatically generating a modified sub-query for post-processing of the combined result. The embodiment may also automatically process the modified sub-query to generate a final query result for the received natural language query.

Identifying and processing poly-process natural language queries

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Markham, Canada

Yazan Obeidi