Making a chair.

I want to make a new chair like the one in the photo. However, the two photos of joining of the arms and legs need improvement. What is the best way to do it?
q making a chair
Notice the splitting. A wood peg and glue were used to secure the wood.
q making a chair
Is this the best way to connect these two pieces of wood?
q making a chair
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