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<\/figure>\n\n\n\nIt\u2019s available open access here:\u00a0Link<\/a><\/p>\n\n\n\n In the article, we formulate four general design principles to guide the development of tools like R2G: The paper offers much more: a reflection on the ethical use of such community data, policy implications, and a theoretical discussion on data-driven intelligence.<\/p>\n\n\n\n A big thanks to the co-authors\u00a0<\/a>Kilian Sprenkamp<\/a>, <\/a>Mateusz Dolata<\/a>, <\/a>Gerhard Schwabe<\/a>\u00a0and everyone who shared their ideas with us.<\/p>\n","protected":false},"excerpt":{"rendered":" In the face of humanitarian crises, how can we ensure data becomes meaningful action? For nearly three years, my team and I have been working on solutions to the urgent … <\/p>\n","protected":false},"author":1002891,"featured_media":441,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-440","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-uncategorized"},"_links":{"self":[{"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/posts\/440","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/users\/1002891"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/comments?post=440"}],"version-history":[{"count":1,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/posts\/440\/revisions"}],"predecessor-version":[{"id":442,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/posts\/440\/revisions\/442"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/media\/441"}],"wp:attachment":[{"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/media?parent=440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/categories?post=440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/tags?post=440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
1\ufe0f\u20e3 Community-driven insight:
Use online community data to gather timely, relevant information about refugee needs, ensuring decisions are grounded in real-world insights.
2\ufe0f\u20e3 Spatial-temporal knowledge:
Provide analysis of where and when refugee needs arise to enable more precise and context-aware responses.
3\ufe0f\u20e3 Multilingual data synthesis & Visualization:
Combine and visualize data from multiple languages to give professionals a clear and accurate understanding of refugee needs.
4\ufe0f\u20e3 Chat with your data:
Offer an interactive chatbot that allows questions and answers, making complex data easy to access and use.<\/p>\n\n\n\n