By Carlos Castillo

Social media is a useful resource of time-critical info in the course of a problem. despite the fact that, emergency reaction and humanitarian aid companies that may prefer to use this data fight with an avalanche of social media messages that exceeds human ability to method. Emergency managers, choice makers, and affected groups could make experience of social media via a mix of desktop computation and human compassion - expressed by means of millions of electronic volunteers who submit, strategy, and summarize in all likelihood life-saving details. This e-book brings jointly computational tools from many disciplines: ordinary language processing, semantic applied sciences, info mining, computing device studying, community research, human-computer interplay, and knowledge visualization, concentrating on equipment which are regularly occurring for processing social media messages lower than time-critical constraints, and delivering greater than 500 references to in-depth information.

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Big Crisis Data: Social Media in Disasters and Time-Critical Situations by Carlos Castillo

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