Coordination event detection and initiator identification in time series data
C Amornbunchornvej, I Brugere… - ACM Transactions on …, 2018 - dl.acm.org
Behavior initiation is a form of leadership and is an important aspect of social organization
that affects the processes of group formation, dynamics, and decision-making in human
societies and other social animal species. In this work, we formalize the Coordination
Initiator Inference Problem and propose a simple yet powerful framework for extracting
periods of coordinated activity and determining individuals who initiated this coordination,
based solely on the activity of individuals within a group during those periods. The proposed …
that affects the processes of group formation, dynamics, and decision-making in human
societies and other social animal species. In this work, we formalize the Coordination
Initiator Inference Problem and propose a simple yet powerful framework for extracting
periods of coordinated activity and determining individuals who initiated this coordination,
based solely on the activity of individuals within a group during those periods. The proposed …
[PDF][PDF] Coordination Event Detection and Initiator Identification in Time Series Data
Behavior initiation is a form of leadership and is an important aspect of social organization
that a ects the processes of group formation, dynamics, and decision-making in human
societies and other social animal species. In this work, we formalize the CIIP and propose a
simple yet powerful framework for extracting periods of coordinated activity and determining
individuals who initiated this coordination, based solely on the activity of individuals within a
group during those periods. e proposed approach, given arbitrary individual time series …
that a ects the processes of group formation, dynamics, and decision-making in human
societies and other social animal species. In this work, we formalize the CIIP and propose a
simple yet powerful framework for extracting periods of coordinated activity and determining
individuals who initiated this coordination, based solely on the activity of individuals within a
group during those periods. e proposed approach, given arbitrary individual time series …
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