2017 2017 Data Industry White Paper
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1 4 1 3 2017IT 4 20161 4 2017 4 * 22 2017
4 Cyber Physical SystemsCPS 1 GEGE CPS CPS Industrial internet, IoT GE GE Imagination at Work2012 23
FinTech Wellness Smart City DBMSData Warehouse DW Data.Gov McKinsey Consulting 2013 3 2011 24 2017
1 2016 well-beingfitness Midata Smart Disclosure 25
1 Data Wearable Insight Action Medical 2 Data Food Insight Action Insight Insurance 3 Data D gov2016 4 Artificial IntelligenceAI 26 2017
27 1 2 DIKW(DataInformationKnowledgeWisdom DIA DataInsightAction DAA DataAIAction Data Insight Action Data AI Action Data Information Knowledge Wisdom 2016
2 1 2012 ** Competing on Analytics Thomas HDavenport *** * ** *** LaValleSteveEric LesserRebecca ShockleyMichael SHopkins and Nina Kruschwitz2011 Big Data, Analytics and the Path from Insights to valuemit Sloan Management Review DavenportThomasH 2016 Competing on AnalyticsHarvard Business Review 28 2017
, 1 64% 22 42 22% 2 7 Capgemini 2015 5% 9% Uber Airbnb * 2015 Capgemini ** 64 27% 53 * ** FershtPhil2016 Data is eating the services industry!horses for Sources http www.horsesforsources.com/data-is-eating-services_011116 Capgemini2015 Big & Fast data: The rise of insight-driven business 29
* * FilippovSergey2014 Data-driven business models: Powering startups in the digital age European Digital Forum 30 2017
1 2 Data WarehouseDW analytics * ** *** * ** *** W.WoottonDanny2014 Enabling data driven business modelshttps www.cgi-group.co.uk/ blog enabling-data-driven-business-models EIP-AGRI Seminar2016 Data revolution: emerging new data-driven business models in the agri-food sector LokitzJustin2015 Exploring big data business models & the winning value propositions behind themhttp www businessmodelsinc.com/exploring-big-data-business-models-the-winningvalue-propositions-behind-them 31
data consumption oriented process performance oriented data warehouse value driven 32 2017
outcome based crude oil 1 3 * 1 DaaSData as a ServiceIaaSInformation as a ServiceAaaSAnalytics as a Service 2 * HofmanRalph and Arent van t Spijker2013 Patterns in data driven strategyblink Paper 33
3 4 API API 34 2017
5 1 4 Karlsruhe Institute of Technology University of CambridgeCambridge Service Alliance 100 * 100 * HartmannPhilipp MaxMohamed ZakiNiels Feldmann and Andy Neely2014 Big data for big business? A taxonomy of data-driven business models used by start-up firmsuniversity of Cambridge 35
A C B C D E E A B F D F 20169 1 API 65 2 API Analytics as a Servicedescriptive analytics predictive analytics 36 2017
3 1 4 5 Data aggregation as a Service 6 targeting 2016 * 310 379 * Data Issue Report 2017-01105 2017 37
6898 C 40 E 15 H 28 F 149 A 96 D 38 39 B 47 35 G 30 https www datastore or kr 38 2017
1 5 Rene C G ArnoldData Value Circle * * ArnoldRene C G and Waldburger2016 The impact of data on ICT business modelswik Wissenschaftliches Institut für Infrastruktur und Kommunikationsdienste GmbH 39
Devices digitise data and send them to the data network use devices enable connectivity sell connectivity Data Network Consumers Businesses purchase connectivity transport and distribute data use insights from data consume products services purchase cloud services Data Handling Services store and analyse data ArnoldRene C G and Martin Waldburger 2016 The impact of data on ICT business models 40 2017
3 1 4 2012 4 4 1 ICT Artificial IntelligenceAI 95 * 41
4 DBMS 2 DBMS ICT 4 Amazon Go vision sensor 4 1-3 1 42 2017
1 3 20169 DBADB 1-3 1 2017 43
DATA FLOQ SAS NoSQL MapReduce DB DBA 2016 4 44 2017
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real world 20 domain 2012 IT 46 2017
1 Hidden Markov Model 47
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201743 80 2017 4 25 27 20 2 hwppdf csv comma-separated values rdf resource description framework Hype Cycle AI 2 3 AI 1 2 6 7 10 10 ICT
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2017 2017 Data Industry White Paper 75 9427 Tel. 02-3708-5300 Fax. 02-318-5040 www.kdata.or.kr 9 772465 766005 ISSN 2465-7662