Patent ID: 11971916
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method comprising:
converting, by a processor of a computing system, a table containing text in tabular form to an image;
labeling, by the processor, each text area of the image with a bounding box;
determining, by the processor, for each bounding box, a position information, a semantic information, and an image information;
reconstructing, by the processor, the image into a graph form having a plurality of nodes, wherein each node represents the bounding box of the text areas of the image;
inputting, by the processor, the position information into a first trained neural network for position embedding, the semantic information into a second trained neural network for text embedding, and the image information into a third trained neural network for image embedding;
inputting, by the processor, at least two nodes into a trained neural network to determine a relative relationship between the at least two nodes;
building, by the processor, a knowledge graph using the relative relationship of the at least two nodes; and
translating, by the processor, the knowledge graph into machine readable natural language.