The correct spelling for "sociatye" is society. One possible way to avoid misspelling it is to break down the word into syllables: so-ci-e-ty. Another suggestion is to associate it with a familiar word like "social" to remember the correct spelling. Additionally, using spellcheck or online resources can help ensure accuracy.