Image support for cognitive intelligence queries

A cognitive intelligence system comprising:

• a memory storing computer instructions;
• a communication interface;
• a processor, operably coupled with the memory and the communication interface, which:
• produces text based on relations between image tokens in the relational database;
• and
• produces a set of word vectors based on the text and image data types corresponding to the image tokens by:
• computing a plurality of sets of preliminary word vectors by applying at least two embedding models over the text and the image data types, wherein at least one of the embedding models is applied to the text and at least one different embedding model is applied to the image data types;
• and
• merging the sets of preliminary word vectors to form the set of word vectors.

A computer program product for adapting a relational database containing image data types, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processing circuit to cause the processing circuit to:

• produce text based on relations between image tokens in the relational database;
• and
• produce a set of word vectors based on the text and image data types corresponding to the image tokens by:
• computing a plurality of sets of preliminary word vectors by applying at least two embedding models over the text and the image data types, wherein at least one of the embedding models is applied to the text and at least one different embedding model is applied to the image data types;
• and
• merging the sets of preliminary word vectors to form the set of word vectors.