Cooperative Crisis Response among Emergency Responders & AI Systems

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

Abstrakti

Emergency responders are increasingly functioning as knowledge workers relying on complex information systems, social media, and digital communication for situational awareness, coordination, and appraisal of their distributed efforts in crisis contexts. How should AI systems and HCI approaches effectively support these workers, whether in Emergency Operations Centers or in the field? What are the implications for interpreting, trusting, and engaging with AI systems to facilitate and coordinate relief efforts in crisis? How do we design better tools, methods, and best practices that fuse cooperative distributed knowledge among fieldworkers and autonomous systems in disaster settings? We examine prior work to illustrate the key challenges, conditions, and unexplored opportunities emerging in these distributed workplaces, that increasingly rely on real-time communication, mobile applications, and social media analytics. Designing for current and future scenarios that incorporate machine learning to better augment crisis response, presents many challenges, risks, and opportunities that must be carefully explored.
AlkuperäiskieliEnglanti
Otsikko22nd ACM Conference on Computer-Supported Cooperative Work and Social Computing
KustantajaACM
TilaJulkaistu - 9 syysk. 2019
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaACM Conference on Computer-Supported Cooperative Work and Social Computing - Austin, Yhdysvallat
Kesto: 9 marrask. 201913 marrask. 2019
Konferenssinumero: 22
http://cscw.acm.org/2019/

Conference

ConferenceACM Conference on Computer-Supported Cooperative Work and Social Computing
LyhennettäCSCW
Maa/AlueYhdysvallat
KaupunkiAustin
Ajanjakso09/11/201913/11/2019
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