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We consider the commutative limit of matrix geometry described by a large-$N$ sequence of some Hermitian matrices.
- Under some assumptions, we show that the commutative geometry possesses a K\"{a}hler structure.
- We find an explicit relation between the K\"{a}hler structure and the matrix configurations which define the matrix geometry.
- We also find a relation between the matrix configurations and those obtained from the geometric quantization.
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