2.6 Required algorithms for the cluster grammar
Following is the list of algorithms required to learn and process languages, construct sentences, and analyze their meanings.
1. Signifié Graph Construction
2. Morpheme Graph Construction
3. Signifié Selection
4. Pathfinding
5. Path Verification
6. Semantic Analysis
As for the Signifié Graph Construction, existing deep learning and neural network methods can be applied. The Morpheme Graph Construction consists of three algorithms: Node, edge and labeling algorithms. The node algorithm produces the nodes of the morpheme graph 1 by 1 in reference to the last layer of the neural network of the signifié graph. The edge algorithm produces the edges of the morpheme graph by simple learning. The labeling algorithm labels several nodes of the morpheme graph that are subsequent morphemes of some identical morphemes and share identical subsequent morphemes.
Graph f