Actually no, it depends on where you live. "color" is correct in the United States, whereas "colour" is correct in Canada and the UK. "realize" is correct the US and Canada. "yogourt" is correct in Canada. And besides, you can't compare English spelling to Japanese. Japanese has a phonetic system, and even changing a single letter changes the pronunciation and, in this case, even the meaning, completely.