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LORENZO MANNOCCI

Conceptual Framework

This page collects the survey definition of coordinated online behavior, its core components, and the dimensions used throughout the survey.
Our definition

Coordinated Online Behavior

A group of users who perform synergic actions in pursuit of an intent.

Survey definition
A group of users

Actors

Actors are the individuals or entities engaged in coordinated behavior. Their attributes help characterize whether coordination is authentic or inauthentic, bottom-up or top-down, small-scale or large-scale.

Synergic actions

Actions

Actions are the practical means that allow actors to coordinate. They are visible digital traces of coordination and are the component on which most detection methods are built.

Pursuit of an intent

Intent

Intent is the objective that actors pursue when they coordinate. It can be explicit or implicit, shared or concealed, and it contributes to whether the coordination is considered harmful.

Taxonomy of coordinated online behavior
Taxonomy of coordinated online behavior obtained by considering the dimensions of harmfulness and authenticity of our conceptual framework. The framework conveniently allows the mapping of disparate instances of online coordination.
Figure 6 in survey
Offline coordination 2 definitions

Coordination

Offline coordination - 1988

The additional information processing performed when multiple, connected actors pursue goals that a single actor pursuing the same goals would not perform.

Survey definition 1 definitions
Meta/Facebook/Instagram 4 definitions

Coordinated inauthentic behavior

Meta - 2019

The use of multiple Facebook or Instagram assets (accounts, pages, groups, or events), working in concert to engage in inauthentic behavior, i.e., to mislead people or Facebook, where the use of fake accounts is central to the operation.

Coordinated social harm

Meta - 2021

Networks of primarily authentic users who organize to systematically violate policies to cause harm on or off the platform.

Coordinated mass harassment

Meta - 2021

Coordinated efforts of mass harassment that target individuals at heightened risk of offline harm.

Twitter/X 2 definitions

Information operation

Twitter/X - 2018

People directly involved in manipulation that can be reliably attributed to a government or state-linked actor.

Coordinated harmful activity

Twitter/X - 2021

Groups, movements, or campaigns that are engaged in coordinated activity resulting in harm on and off of Twitter.

Reddit 1 definitions
TikTok 1 definitions

Covert Influence Operations

TikTok - 2023

Coordinated, inauthentic behaviors where networks of accounts work together to mislead people or our systems and try to strategically influence public discussion. This may include attempting to undermine the results of an election, influencing parts of an armed conflict, or shaping public discussion of social issues.

Operational Definitions

Examples of operational definitions used in recent academic literature. No definition is general enough to comprehensively describe coordinated online behavior. However, each definition grasps one or more relevant properties (highlighted in bold) that we leverage in our framework.

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data/source/tables/tab_notions.csvOpen source CSV
ReferenceDefinition
Unexpected, suspicious, or exceptional similarity between a number of users
The number of times two accounts behaved similarly, such as when they repeatedly retweet the same post
The act of making people and/or things be involved in an organized cooperation
Many instances of a tweet-behavior, i.e. tweeted hashtag [...] within a small predetermined time window
Anomalous levels of coincidental behavior
Users [that] take the same actions within minutes of one another
Accounts that co-appear, or are synchronized in time
[Users exhibiting a] surprising lack of independence
Coordination between users implies a shared intent
A group of people who want to convey specific information to an audience
Table 1 in survey