Serial numbers on Japanese machines are basically useless as there are no records to search for any info. Almost all Japanese machines of this time use a 15 class bobbin and regular 15x1 needles. There may be a JA number under the machine somewhere, that can be a clue to who built it but that's about as much info as can be had.
Cari