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Using A.I. to Build Capacity and Mobilize Resources Among Conservation Nonprofit Organizations
Abstract
Despite recent hype about Artificial Intelligence (AI), there has been a lack of systematic analysis of how nonprofit conservation organizations utilize AI to foster their organization's capacity to meet their professional practices and goals to engage the stakeholders. This study employed a large-scale text mining method of conservation organization's websites to analyze words, phrases, and topics from 25 top conservation nonprofit organizations from the EnvironHeroes to examine the roles of AI in their technology-enabled capacity-building and resource mobilization strategies. The text-mining study extracted five topical themes to demonstrate the impacts of artificial intelligence and its tools on environmental well-being, research and innovations, local communities, and climate change issues. The size and location of the non-profit conservation organizations were most predictive of artificial intelligence and tools. Discussions and implications are provided.
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