The "alphabetical" order is based on the sound of the word. If you are trying to look up a kanji you don't know in a traditional dictionary, you generally look it up by the radicals (parts) of the kanji or the number of strokes of the character, but most people these days use an electronic dictionary where you draw the kanji to look it up.