Different from previous researches, we explore the dependence among relevant posts via the authors' backgrounds, since the authors with similar backgrounds, e.g., gender, location, tend to express similar emotions.
such personal attributes are not easy to obtain in most social media websites, and it is hard to capture attributesaware words to connect similar people.