Koninklijke Philips Corporation N.v.

Ioannis Paschalidis

Amir Mohammad Tahmasebi Maraghoosh

Henghui Zhu

A method () for generating a domain-specific training set, comprising: generating () a generic corpus comprising a plurality of tokenized documents, comprising: (i) parsing () a document retrieved from the generic corpus; (ii) preprocessing () the parsed document; (iii) tokenizing () the preprocessed document; and (iv) storing () the tokenized document in the generic corpus; generating () an ontology database of tokenized entries, comprising: (i) parsing () an ontology entry retrieved from an ontology; (ii) preprocessing () the parsed entry; (iii) tokenizing () the preprocessed entry; and (iv) storing () the tokenized entry in the ontology database; querying (), using domain-specific tokenized entries from the ontology database, the tokenized documents in the generic corpus; identifying (), based on the query, a plurality of tokenized documents specific to the domain; and storing (), in a training set database, the identified tokenized documents as a training set specific to the domain.

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Lincoln, MA, United States of America

Ioannis Paschalidis