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Big Data Research for Social Sciences and Social Impact

dc.contributor.authorVisvizi, Anna*
dc.contributor.authorLytras, Miltiadis*
dc.contributor.authorChui, Kwok Tai*
dc.date.accessioned2021-02-11T09:03:10Z
dc.date.available2021-02-11T09:03:10Z
dc.date.issued2020*
dc.date.submitted2020-04-07 23:07:09*
dc.identifier44834*
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/42089
dc.description.abstractA new era of innovation is enabled by the integration of social sciences and information systems research. In this context, the adoption of Big Data and analytics technology brings new insight to the social sciences. It also delivers new, flexible responses to crucial social problems and challenges. We are proud to deliver this edited volume on the social impact of big data research. It is one of the first initiatives worldwide analyzing of the impact of this kind of research on individuals and social issues. The organization of the relevant debate is arranged around three pillars: Section A: Big Data Research for Social Impact: • Big Data and Their Social Impact; • (Smart) Citizens from Data Providers to Decision-Makers; • Towards Sustainable Development of Online Communities; • Sentiment from Online Social Networks; • Big Data for Innovation. Section B. Techniques and Methods for Big Data driven research for Social Sciences and Social Impact: • Opinion Mining on Social Media; • Sentiment Analysis of User Preferences; • Sustainable Urban Communities; • Gender Based Check-In Behavior by Using Social Media Big Data; • Web Data-Mining Techniques; • Semantic Network Analysis of Legacy News Media Perception. Section C. Big Data Research Strategies: • Skill Needs for Early Career Researchers—A Text Mining Approach; • Pattern Recognition through Bibliometric Analysis; • Assessing an Organization’s Readiness to Adopt Big Data; • Machine Learning for Predicting Performance; • Analyzing Online Reviews Using Text Mining; • Context–Problem Network and Quantitative Method of Patent Analysis. Complementary social and technological factors including: • Big Social Networks on Sustainable Economic Development; Business Intelligence.*
dc.languageEnglish*
dc.subjectTA1-2040*
dc.subjectT1-995*
dc.subject.classificationthema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technologyen_US
dc.subject.otheronline community*
dc.subject.otherbibliometric analysis*
dc.subject.otherKDE*
dc.subject.otherbig data analytic methods*
dc.subject.otherTP organics*
dc.subject.otherskills*
dc.subject.othertopic analysis*
dc.subject.othersystematic and replicable patent analysis method*
dc.subject.otherSDE*
dc.subject.otherGuangzhou*
dc.subject.otherfiltering*
dc.subject.otherpoint of interests (POI)*
dc.subject.otherframing*
dc.subject.otherinnovation in sustainable agriculture*
dc.subject.otherresearchers*
dc.subject.othersentiment polarity classification*
dc.subject.otherillegal accommodation*
dc.subject.otherdynamic topic model*
dc.subject.othernetwork data analysis*
dc.subject.otherdecision-making*
dc.subject.otherlearning analytics*
dc.subject.otherresearch frontier*
dc.subject.otherprediction grades*
dc.subject.otherframings*
dc.subject.otheropinion mining*
dc.subject.otherassociation rule*
dc.subject.otherbig data research*
dc.subject.otherHong Kong*
dc.subject.otherplace sustainability*
dc.subject.otherspatial accessibility of residential public services*
dc.subject.othermaturity model*
dc.subject.otherdata science*
dc.subject.othereducational data mining*
dc.subject.otherspatiotemporal analysis*
dc.subject.otherinformation systems*
dc.subject.otherinformation diffusion*
dc.subject.othersmart citizens*
dc.subject.otherpolicy*
dc.subject.otherback-propagation neural network*
dc.subject.otherinnovation*
dc.subject.othersocial media big data*
dc.subject.otherlbsn*
dc.subject.otherGWR*
dc.subject.othercontext–problem network*
dc.subject.otherSocial network*
dc.subject.othermachine learning*
dc.subject.otherweb science*
dc.subject.othersocial good*
dc.subject.othersocial sciences*
dc.subject.otheronline data*
dc.subject.otherresource optimisation*
dc.subject.otherdata commons*
dc.subject.othersustainable agri-food systems*
dc.subject.othersocial and humanistic computing*
dc.subject.otherproduct attributes*
dc.subject.otheranalytics*
dc.subject.othercar review*
dc.subject.othertechnology platforms*
dc.subject.otherbig data*
dc.subject.othercommunity detection*
dc.subject.othertechnopolitics*
dc.subject.othertransaction costs*
dc.subject.otherproblem-solved concept*
dc.subject.othersales prediction*
dc.subject.othersentiment analysis*
dc.subject.otherBarcelona*
dc.subject.otherTripAdvisor*
dc.subject.otherinnovation networks*
dc.subject.othersustainability*
dc.subject.othersustainable development*
dc.subject.otherexperimental cities*
dc.subject.otheronline travel review*
dc.subject.othercheck-in density*
dc.subject.otherdecision making*
dc.subject.othersmart cities*
dc.subject.otherGDPR*
dc.subject.otherhype cycle*
dc.subject.otheradvanced business analytics*
dc.subject.otherinstitutional innovation*
dc.subject.othertemporal analytics*
dc.subject.otherdata mining*
dc.subject.otherdecision-makers*
dc.subject.otheronline word-of-mouth*
dc.subject.otherknowledge management*
dc.subject.othersemantic network analysis*
dc.subject.othersustainable wireless energy transmission technology*
dc.subject.otherhousing problem*
dc.subject.othersocial impact*
dc.subject.otherparadox*
dc.subject.otherearly career*
dc.subject.otherGreek Attica*
dc.subject.othertext mining*
dc.subject.otheruser-generated content*
dc.subject.othersocial media*
dc.subject.otherbig data analytics*
dc.subject.othersocial networks*
dc.subject.othersustainability development*
dc.subject.otherbuilding stock management*
dc.subject.otherdata analyst*
dc.subject.otherNodeXL*
dc.subject.otherreview voting*
dc.subject.otherpromising technology*
dc.subject.othersocial inclusive economic growth*
dc.subject.otherdestination image*
dc.subject.otherXiamen City*
dc.titleBig Data Research for Social Sciences and Social Impact*
dc.typebook
oapen.identifier.doi10.3390/books978-3-03928-221-0*
oapen.relation.isPublishedBy46cabcaa-dd94-4bfe-87b4-55023c1b36d0*
oapen.relation.isbn9783039282210*
oapen.relation.isbn9783039282203*
oapen.pages416*
oapen.edition1st*


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