robot with phone 'like' 'like' 'like', illustration - Credit: Poynter

A Decade of Social Bot Detection

In this work, we briefly survey the first decade of research in social bot detection. Via a longitudinal analysis, we discuss the main trends of research in the fight against bots, the major results that were achieved, and the factors that make this never-ending battle so challenging. Capitalizing on lessons learned from our extensive analysis, we suggest possible innovations that could give us the upper hand against deception and manipulation. Studying a decade of endeavors in social bot detection can also inform strategies for detecting and mitigating the effects of other—more recent—forms of online deception, such as strategic information operations and political trolls.

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lines suggest a cityscape, illustration - Credit: Getty Images

A Holistic View of Future Risks

Human civilization does not tend to agree among issues such as fairness, equality, safety, security, privacy, and self-determination (for example). With COVID-19, economical well-being, health care, climate change, and other issues (some of which are considered here), if we cannot agree on the basic goals, we will never reach whatever they might have been—especially if the goals appear to compete with each other.

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sharing misinformation - Najeebah Al-Ghadban

How the truth was murdered

Instead, I’m here to point out, as others have before, that people had a choice to intervene much sooner, but didn’t. Facebook and Twitter didn’t create racist extremists, conspiracy theories, or mob harassment, but they chose to run their platforms in a way that allowed extremists to find an audience, and they ignored voices telling them about the harms their business models were encouraging.

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