DisImpact introduces a two-stage MLLM framework to classify disaster-related social media posts into ten impact categories and compute a unified physi-social impact index validated against FEMA and NASA ground-truth data.
arXiv preprint arXiv:2404.07340 , year=
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Extends Adam Smith's capital theory to modern knowledge economies by treating knowledge as governable stock and introducing concepts for its creation, enclosure, feedback, and loss.
Union Facebook posts predominantly use diagnostic and community frames; pre-election emphasis on diagnostic, prognostic, and community frames correlates with higher election success, with post-election frame usage diverging by outcome.
citing papers explorer
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DisImpact: Quantifying the Physi-Social Impact of Natural Disasters Through Social Media
DisImpact introduces a two-stage MLLM framework to classify disaster-related social media posts into ten impact categories and compute a unified physi-social impact index validated against FEMA and NASA ground-truth data.
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A Knowledge Theory of Capital:The Value of Natural and Artificial Intelligence, Volume 1
Extends Adam Smith's capital theory to modern knowledge economies by treating knowledge as governable stock and introducing concepts for its creation, enclosure, feedback, and loss.
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Framing Unionization on Facebook: Communication around Representation Elections in the United States
Union Facebook posts predominantly use diagnostic and community frames; pre-election emphasis on diagnostic, prognostic, and community frames correlates with higher election success, with post-election frame usage diverging by outcome.