Computational Social Science Fusion Analytics: Combining Machine-based Methods with Explanatory Empiricism

Robert J. Kauffman, Kwansoo Kim, Sang Yong Tom Lee

Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningpeer review

Abstract

This article discusses the emergence of a computational social science analytics fusion as a mainstream scientific approach involving machine-based methods and explanatory empiricism as a basis for the discovery of new policy-related insights for business, consumer and social settings. It reflects the interdisciplinary background of the new approaches that the Hawaii International Conference on Systems Science has embraced over the years, and especially some of the recent development and shifts in the scientific study of technology-related phenomena. It also has evoked new forms of research inquiry, blended approaches to research methodology, and more pointed interest in the production of research results that have direct application in various industry contexts. We review background knowledge to showcase the methods shifts, and demonstrate the new forms of research, by showcasing contemporary applications that will be interesting to the audience on the occasion of the HICSS 50th anniversary.
OriginalsprogEngelsk
TitelProceedings of the 50th Annual Hawaii International Conference on System Sciences, HICSS 2017
RedaktørerTung X. Bui, Ralph Sprague
Antal sider10
UdgivelsesstedHonolulu
ForlagHawaii International Conference on System Sciences (HICSS)
Publikationsdato2017
Sider5048-5057
ISBN (Elektronisk)9780998133102
DOI
StatusUdgivet - 2017
BegivenhedThe 50th Hawaii International Conference on System Sciences. HICSS 2017 - Waikoloa Village, USA
Varighed: 4 jan. 20177 jan. 2017
Konferencens nummer: 50
http://hicss.hawaii.edu/

Konference

KonferenceThe 50th Hawaii International Conference on System Sciences. HICSS 2017
Nummer50
Land/OmrådeUSA
ByWaikoloa Village
Periode04/01/201707/01/2017
Internetadresse
NavnProceedings of the Annual Hawaii International Conference on System Sciences
ISSN1530-1605

Citationsformater