An annotated dataset for identifying behaviour change based on five doors theory under coral bleaching phenomenon on Twitter.

ABSTRACT: Behaviour change is the target ultimate of environmental campaigns that are being intensively carried out by various parties. One of the environmental issues of global concern is coral bleaching. Coral bleaching threatens biodiversity and the balance of ecosystems around the world because marine ecosystems are the foundation of life on this earth [1]. Social media data can be very useful for conservation [2], including in monitoring behaviour changes. The crawling process of data from the Twitter social media platform has been carried out from early 2021 to May 2021 periodically. Obtained 1,222 tweets that have been carefully filtered and labelled into stages of behaviour change by three expert annotators. There are five stages of behaviour change based on the Five Doors Theory: desirabili

SUBMITTER: Harywanto GN 

PROVIDER: S-EPMC8627973 | biostudies-literature | 2021 Dec

REPOSITORIES: biostudies-literature