Today, social media ecosystems populated by hundreds of millions of individuals present real incentives—including economic and political ones—to design algorithms that exhibit human-like behavior. Such ecosystems also raise the bar of the challenge, as they introduce new dimensions to emulate in addition to content, including the social network, temporal activity, diffusion patterns, and sentiment expression.