Leadership Inference

A Framework for Leader Identification in Coordinated Activity

Introduced by Amornbunchornvej et al. in Coordination Event Detection and Initiator Identification in Time Series Data

An agreement of a group to follow a common purpose is manifested by its coalescence into a coordinated behavior. The process of initiating this behavior and the period of decision-making by the group members necessarily precedes the coordinated behavior. Given time series of group members’ behavior, the goal is to find these periods of decision-making and identify the initiating individual, if one exists.

Image Source: Amornbunchornvej et al.

Source: Coordination Event Detection and Initiator Identification in Time Series Data

Papers


Paper Code Results Date Stars

Tasks


Task Papers Share
Time Series 3 60.00%
Decision Making 2 40.00%

Components


Component Type
DTW
Time Series Analysis (optional)

Categories