Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
-
Upload
sunlight-foundation -
Category
Documents
-
view
217 -
download
0
Transcript of Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
1/21
Dcie ]ocpfe}rfje Mferfp
ce rof \pf}}( \chjrjm} ieb \v`hjm \chjmz
Bj}mv}}jce \i|fp ]fpjf}
-B+1
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
2/21
0
JERPCBVMRJCE
Rof oj}rcpz cn mj~jhjtirjce oi} }ffe mcerjevcv} f~chvrjceipz |pcapf}}(
cmmi}jceihhz mvhkjeirjea je moieaf} roir ipf pf~chvrjceipz% Je rof `pcibf}r
mhi}}jnjmirjce( ropff }vmo pf~chvrjce} ipf i||ipfer( fimo cef `vjhbjea v|ce rof
|pf~jcv} je i |irrfpe cn fx|ceferjih apcqro% Rof iapjmvhrvpih( jebv}rpjih ieb
jencpkirjce pf~chvrjce} oi~f rpie}hirfb jerc ki}}j~f }cmjih( |chjrjmih ieb fmceckjm
moieaf ncp |fc|hf%
Rof |fpkiefer }frrhjea cn hieb} qi} ofpihbfb `z rof ki}rfpz cn iapjmvhrvpih
rfmoejyvf}( kc~jea mj~jhjtirjce iqiz npck i eckibjm fxj}rfemf% Rpff} qfpf mhfipfb(
}ffb} qfpf }cqe( npf}o qirfp bj~fprfb ieb f~fervihhz mpc|} qfpf oip~f}rfb% Rof
bckf}rjmirjce cn iejkih} ieb crofp jeec~irjce} mcerjevfb rc jempfi}f rof fnnjmjfemz
cn iapjmvhrvpih imrj~jrjf}% Rov} `faie rof Iapjmvhrvpih Pf~chvrjce ieb ie feb rc rof
overfp+airofpfp}%
Rof |pc}|fpjrz pf}vhrjea npck rof}f fnnjmjfemjf} ieb fmceckjf} cn }mihf ieb
}mc|f hfb rc rof fkfpafemf cn vp`ie f}ri`hj}okfer}( jemhvbjea rof f~fervih
bf~fhc|kfer cn |chjrjmih( dvbjmjih ieb kcefripz }z}rfk}%
Rof iapjmvhrvpih iaf hi}rfb ncp rocv}ieb} cn zfip}%Rof }rfik feajef qi} rof }zk`ch cn |pcapf}} ncp rof Jebv}rpjih Pf~chvrjce%
Kimojef} mcvhb cnrfe pf|himf kievih hi`cp rc jempfi}f |pcbvmrj~jrz( }c roir kcpf
qcpg mcvhb `f bcef `z i }jeahf |fp}ce( ieb je hf}} rjkf%
Efq jebv}rpjf} fkfpafb( crofp} qfpf rpie}ncpkfb( ieb kiez |fpj}ofb% Rof
fefpaz jebv}rpz( ncp fxik|hf( fkfpafb rc |pc~jbf mcih( fhfmrpjmjrz( cjh ieb crofp
ncpk} cn fefpaz v}fb rc bpj~f efq kimojefpz% Rof rpie}|cprirjce jebv}rpz qi}
pf`cpe ropcvao rof bf~fhc|kfer cn rpije} ieb }rfik}oj|}( ieb hirfp rof "ocp}fhf}}
mippjiaf" ieb ijp|hief}% Mippjiaf kigfp} qfpf ec hceafp pfhf~ier% Rof }rfik feajef
ai~f qiz rc rof ai} feajef( rof dfr feajef ieb rof fhfmrpjm feajef% Rof pfhf~iemf cn
bj}riemf `faie rc qief%
Rof jebv}rpjih iaf hi}rfb ncp ovebpfb} cn zfip}%
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
3/21
=
Je rof Jencpkirjce Fmceckz( rof kjmpc|pcmf}}cp j} rof efq "}rfik feajef%"
Rof bjajrjtirjce cn jencpkirjce( cp biri( rigf} v} npck jebv}rpjihjtirjce rc
ivrckirjce% Je roj} iaf( rof kjmpc|pcmf}}cp oi} fei`hfb v} rc vebfprigf biri+
kiej|vhirjea imrj~jrjf} je i kfpf npimrjce cn rof ikcver cn rjkf jr rccg je |pf~jcv}
iaf}% Rof immcverier( qoc cemf }hi~fb c~fp rof ipjrokfrjm cn `ccggff|jea( mie ecq
ncmv} ce ojaofp+cpbfp imrj~jrjf} }vmo i} rpimgjea je~f}rkfer}( mck|hjiemf ieb
je~f}rcp pf|cprjea% Rof pfhf~iemf cn bj}riemf rc kc}r fmceckjm imrj~jrz j} ecq `fjea
f}ri`hj}ofb i} nih}f% Gecqhfbaf qcpg( jempfi}jeahz rof kc}r ~ihvi`hf ieb mckkce
rz|f cn qcpg( mie `f vebfprigfe qofpf~fp jr j} kc}r fnnjmjfer rc bc }c% Jebffb(
mckkvejmirjce} ipf f~ch~jea i} i }v`}rjrvrf ncp rpie}|cprirjce% Qcpg j} bfhj~fpfb
fhfmrpcejmihhz ropcvao rof Jerfpefr je}rfib cn `z mcvpjfp% Rof }rpvmrvpih jk|fbjkfer}
ncp `jhhjce} cn |fc|hf rc mchhi`cpirf je }|ceriefcv} efrqcpg} ieb mpfirf cp mce}vkf
biri oi~f `ffe pfkc~fb%
Ihh roj} oi||fefb je dv}r rof |i}r nfq bfmibf}%
I ]OJNR JE \CQFP
Je rof jencpkirjce fmceckz( biri j} |cqfp ieb qf nimf i mocjmf `frqffebfkcmpirjtjea jr ieb ochbjea ce rc jr ncp ie i}zkkfrpjmih ib~ieriaf% Ncp fxik|hf(
`fncpf i 9=+zfip pimf rc mpimg rof mcbf cn hjnf qi} mck|hfrf(9 i rfik cn jerfpeirjceih
}mjferj}r} airofpfb je @fpkvbi rc bj}mv}} rof }rpirfaz ncp kieiajea rof Ovkie
Afeckf \pcdfmr biri% Rofz kibf i }fr cn mpjrjmih bfmj}jce} rc kigf rof ovkie
afeckf biri npffhz i~ijhi`hf je rof |v`hjm bckije% Rof}f bfmj}jce} mikf rc `f
gecqe i} rof @fpkvbi \pjemj|hf}%0
Je rcbiz!} iaf cn jencpkirjce( biri j} }v|pfkfhz jk|cprier% Qf afefpirf ieb
}rcpf kcpf biri rcbiz roie iez crofp rjkf je oj}rcpz% Je nimr( biri j} |pfbjmrfb rc
mcerjevf ihcea jr} fx|ceferjih apcqro mvp~f rc 9%? tfrri`zrf} je 0
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
4/21
2
cn roj} fx|ceferjih apcqro( i tfrri`zrf j} i rpjhhjce ajai`zrf}7 roir}
9(
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
5/21
6
fx|fpjfemf} je i hcq+mc}r kieefp oi} ncpf~fp }ojnrfb |cqfp iqiz npck rof oieb} cn
rof nfq rc rof efrqcpg%
NJAOR AC^FPEKFER MCPPV\RJCE( JK\PC^F IMMCVERI@JHJRZ IEB
FEOIEMF AC^FPEKFER ]FP^JMF]
I mvhrvpf cn mhc}fb( c|iyvf ieb }fmpfrj~f ac~fpeiemf hfib} rc mcppv|rjce ieb
vhrjkirfhz rc i ac~fpekfer roir bcf}e!r qcpg% Kigjea biri c|fe rc ihh( cp
bfkcmpirjtjea biri( fk|cqfp} mjrjtfe} rc njaor mcppv|rjce% Je mcverpjf} hjgf @pitjh
ieb Jebji( mjrjtfe} ipf v}jea c|fe biri rc vk`pfhhi iaije}r rof ef~fp+febjea pije cn
ac~fpekfer mcppv|rjce% Hiebkipg |pcapik} ieb hfaj}hirjce je `cro mcverpjf} oi~f
`ffe i mirihz}r ncp mjrjtfe} rc njaor ncp rofjp pjaor} rc jencpkirjce( ieb rofpf`z hfib
jejrjirj~f} rc rimghf mcppv|rjce ieb jk|pc~f rpie}|ipfemz%
Mhivbjc Nfppit ieb Npfbfpjmc Njeie mcebvmrfb i }rvbz je 0
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
6/21
>
cn pffhfmrjce je kvejmj|ihjrjf} qjro ropff ~jchirjce} ieb pibjc `fmckf} 0: |fpmferiaf
|cjer}%99
Cef |fp}j}rfer moik|jce ncp i Npffbck cn Jencpkirjce Imr je @pitjh j}
imrj~j}r( ivrocp ieb dcvpeihj}r Nfpeiebc Pcbpjavf}% Pcbpjavf} mpfirfb i qf`}jrf
mihhfb \chjrjmc} bc @pi}jh( qojmo ecq ocv}f} bfrijh} ce rof mik|ijae njeiemf} cn
c~fp 2
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
7/21
1
i}}fprj~fhz ibbfb rof "Pjaor rc Jencpkirjce Imr" i} i hiq cn rof hieb( }rirjea roir
"bfkcmpimz pfyvjpf} ie jencpkfb mjrjtfepz ieb rpie}|ipfemz cn jencpkirjce qojmo
ipf ~jrih rc jr} nvemrjcejea ieb ih}c rc mcerije mcppv|rjce ieb rc ochb Ac~fpekfer}
ieb rofjp je}rpvkferihjrjf} immcveri`hf rc rof ac~fpefb%9?
KG]] `faie pfrpjf~jea ac~fpekfer biri( bfmj|ofpjea jr ieb |vrrjea rof biri
jerc i hieaviaf roir rof |v`hjm mcvhb vebfp}rieb% Rofz mcerjevfb rc oc}r |v`hjm
ivbjr} cn ac~fpekfer biri( ieb mcvhb kipg qofpf kidcp bj}mpf|iemjf} cmmvppfb%
Rof mcppv|rjce ki}gfb qjroje roj} biri jemhvbfb rovk` |pjerjea cn jhhjrfpirf
jebj~jbvih} irrf}rjea rc pfmfj~jea qiaf} roir rofz oib ecr pfmfj~fb( bfmfi}fb
qcpgfp} ce |pcdfmr hj}r} roir qfpf ihhcmirfb nveb} roir |pimrjmihhz "bj}i||fipfb" /jerc
}ckfcef fh}f!} |cmgfr*( ieb mikfh bvea |pjer} je |himf cn rovk` |pjer} rc nih}fhz
jebjmirf innjpkirjce efxr rc i eikf% KG]] kfk`fp} ncveb mpfirj~f qiz} rc bj}|hiz
roj} mcppv|rjce( jemhvbjea ropcvao }cea ieb biemf ieb kcpf }zk`chjmihhz( ropcvao
"qf` qihh}(" qofpf hcmih ~jhhiafp} qcvhb rigf qiaf jencpkirjce ieb |ijer jr ce i
qihh ncp ihh rc }ff%
Cemf rof Pjaor rc
Jencpkirjce Imr qi} |i}}fb( KG]] oib i hfaih pjaor rc rof}f cnnjmjih bcmvkfer}%
9:
Rof mceriajcv} |i}}jce cn rof}f ieb evkfpcv} crofp Jebjie ~jhhiafp} njaorjeancp rofjp pjaor rc jencpkirjce oi} hfb rc i eirjceih ac~fpekfer rpie}|ipfemz
kc~fkfer ieb i bfmpfi}f je mcppv|rjce `z hcmih cnnjmjih}% Hcmih ac~fpekfer cnnjmjih}
je Pidi}roie oi~f qcpgfb qjro KG]] ieb f~fe }ocqfb v| rc |v`hjm ofipjea} rc `f
i |ipr cn rof bj}mcvp}f% Bvpjea rof ofipjea}( rof hcmih jebj~jbvih} mjrf qoir rofz }ff
i} nih}f jencpkirjce je rof pfmcpb}( ieb "bj}mv}}jce} `fmckf f}|fmjihhz iejkirfb
qofe |v`hjm cnnjmjih} rpz rc bfnfeb rof |pcdfmr} roir rofz }v|fp~j}fb%"
0
Rof |pcdfmr j} pve `z FV Rpie}|ipfemz( i ece+|pcnjr `i}fb je rof Vejrfb
Gjeabck ieb Gii} ieb Kvh~ib( i pf}fipmo ieb ieihz}j} |iprefp}oj| je Bfekipg%
Nvebjea oi} mckf npck i ~ipjfrz cn }cvpmf} jemhvbjea Rof Afpkie Kip}oihh Nveb cn
rof Vejrfb ]rirf} ieb Rof Fvpc|fie ]cmjih Nveb%
Ecpkihhz zcv bcer qier rc }oipf zcvp pf}fipmo qjro EAC}( cp |fc|hf
qjro i |chjrjmih `imgapcveb( of fx|hije}% Bfmjbjea roir qf mie qcpg rcafrofp ce
afrrjea rof biri( ieb rofe f~fpz`cbz mie v}f rofk ncp rofjp cqe |vp|c}f} Roir
kibf jr |c}}j`hf ncp v}%
01
Rof qf`}jrf ih}c }v||cpr} dcvpeihj}r} ieb EAC} rigjea hfaih imrjce rc afr
biri ropcvao rof mcvpr }z}rfk% Je kc}r mi}f} rocvao( jr j} nipk}v`}jbz%cpa |v}ojea
ncp efq rpie}|ipfemz hiq} je FV mcverpjf} ieb rofe fxrpimrjea rof pf}vhrjea biri
|v`hj}ofb `z ac~fpekfer}%
0?
Roj} |v`hjmihhz i~ijhi`hf ieb fi}z rc vebfp}rieb biri |vr} |pf}}vpf ce rof
FV eirjce}% Jr qi} rof }jrf} Rpie}|ipfemz Jebfx roir je}|jpfb rof Hjroviejie
ac~fpekfer rc pfimo cvr bjpfmrhz rc nipk}v`}jbz%cpa rc njeb cvr ocq rofz mie
jk|pc~f rofjp piegjea ieb rccg kfiejeanvh imrjce} rc bc }c% Rcbiz( rofz pieg
evk`fp ncvp ce rof hj}r( qojhf Apffmf pieg} ir rof `crrck ir evk`fp 01%
Rof ncpkir cn roj} ac~fpekfer biri j} v}vihhz rcc
bjnnjmvhr ncp kc}r rc vebfp}rieb( }c nipk}v`}jbz%cpa qcpg} rc kigf jr immf}}j`hf ncpdcvpeihj}r} ieb crofp} qoc ipf jerfpf}rfb je rof jencpkirjce( je f}}femf kjejea
}jaeih} cvr cn crofpqj}f ecj}z biri%
0:
]|fmjnjm fhfkfer} je rof Fvpc|fie Mckkj}}jce!} ncpromckjea Mckkce
Iapjmvhrvpih \chjmz pfncpk |pc|c}ih} mie `f rpimfb rc rof qcpg cn nipk}v`}jbz%cpa(
}iz} mc+ncvebfp Dimg Rovp}rce%=< Roj} jemhvbf} ie fk|oi}j} ce |izkfer hjkjr} ncp
hipaf pfmj|jfer} cn }v`}jbjf}nchhcqjea rof }jrf} pf~fhirjce} cn }jx+ ieb }f~fe+njavpf
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
12/21
90
|izcvr} rc qfihroz `fefnjmjipjf} ieb hipaf `v}jef}}f}i} qfhh i} pfyvjpjea
`fefnjmjipjf} rc `f imrj~f nipkfp}( nchhcqjea rof bj}mc~fpz cn nipk }v`}jbjf} acjea
rc ijp|cpr} ieb achn mhv`}% Nipk}v`}jbz%cpa }fp~f} i} ie fnnfmrj~f mcverfpqfjaor rc
|cqfpnvh Fvpc|fie Vejce je}rjrvrjce}%
]jkjhiphz( c|imjrz je rof Npfemo kipgfr ncp qirfp j} i }fpjcv} j}}vf qofpf rof
kipgfr ncp ri| qirfp oi} `ffe |pj~irjtfb ir rof mjrz hf~fh ieb rofpf j} ec mferpih
|hirncpk rc mck|ipf cef |pc~jbfp iaije}r rof crofp% Rqc rcqe} efxr rc fimo crofp
mie |iz ~fpz bjnnfpfer |pjmf} ncp qirfp( ieb ecr f~fe gecq jr% Je Npiemf( rof qirfp
vrjhjrz kipgfr j} mck|pj}fb cn kcpf roie 9
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
13/21
9=
Bf}|jrf roj}( kcpf roie }jx kcero} inrfp rof }jrf} hivemo( mce~fp}jce pirf} rc
|pc~jbjea qirfp `jhh jencpkirjce ipf }rjhh }rpcea( }iz} Giz}fp+@pjh%
Qojhf roj} bcf} ecr ihhcq ncp i |fpnfmr i}}f}}kfer cn rof kipgfr }jrvirjce( jr
}ocqfb }rigfochbfp} }vmo i} eirjceih qirfp c~fp}ffjea `cbjf} roir rofpf qi} i
afevjef( api}}pccr} mcemfpe i`cvr rof |pjmf cn ri| qirfp%=6
Roj} jejrjirj~f j} }ojejea hjaor ce rof ai| je qirfp |pjmf} impc}} rof mcverpz
ieb oi} mpfirfb |pf}}vpf ce rof ac~fpekfer ieb vrjhjrz mck|iejf} rc ibbpf}} rof
|pc`hfk%
HIVEMO KVHRJ+@JHHJCE BCHHIP @V]JEF]]F] @I]FB CE \V@HJM
]FMRCP BIRI
Rofpf j} ie c||cprvejrz rc mpfirf ~ihvf qjro ac~fpekfer biri( ieb evkfpcv}
efq mck|iejf} mie `f `vjhr ce roj} biri%
Qf `ccgfb i cef qiz rjmgfr rc B%M% ieb }ijb qf qfpfer acjea `img rc ]ie
Bjfac verjh qf oib rof jencpkirjce qf effbfb% Qf oib rc gjmg bcqe rof bccp( ieb
qf qcvhber rigf ec ncp ie ie}qfp( fx|hije rof Ihnpfb `pcrofp}%=>
Inrfp }v`kjrrjea c~fp 6< Npffbck cn Jencpkirjce Imr pfyvf}r} rc rof
Bf|iprkfer cn Hi`cp rc pfhfi}f ivbjr pf|cpr biri( rof Ihnpfb `pcrofp} f~fervihhz
pfrpjf~fb ieevih biri pf|cpr} cn Ncpk 66
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
14/21
92
Jejrjihhz( ihh cn rof biri roir @pjaor]mc|f pfyvf}rfb qi} bfhj~fpfb i} pfik} cn
|i|fp je `cxf}% @pjaor]mc|f rofe `faie "moj||jea ropcvao rof pcmg rc njeb ~ihvi`hf
jencpkirjce%=:
Rof `pcrofp} rofe mpfirfb i yvierjrirj~f ncpkvhi roir }mihf} npck 9 rc 9
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
15/21
96
@pjaor]mc|f( ropcvao rof ieihz}j} ieb f~ihvirjce cn ac~fpekfer biri( ncveb
roir Ikfpjmie} }|feb ir hfi}r 2 `jhhjce je fxmf}} nff} ce 2
Rcbiz( @pjaor]mc|f fk|hcz} i||pcxjkirfhz 2< |fc|hf ieb j} mi}o nhcq
|c}jrj~f%
}iz} Kjgf Ihnpfb%
21
^fervpf mi|jrihj}r} ieb ferpf|pfefvp} }ocvhb ecr vebfpf}rjkirf rof ~ihvf cn
ac~fpekfer biri% Ofihromipf( fefpaz ieb fbvmirjce( ikcea crofp ipfi}( pf|pf}fer
ovaf c||cprvejrjf} ncp jeec~irjce% I} ac~fpekfer} bfkcmpirjtf biri( rofpf j} i
|crferjih ncp ovebpfb} cn }riprv|} ieb rof `jpro cn `jhhjce bchhip `v}jef}}f} `i}fb ce
roj} biri%
PFMCKKFEBIRJCE]
Ncvp }|fmjnjm imrjce} mie ofh| rc fe}vpf roir cvp }cmjfrz mcerjevf} rc `vjhb ce
ieb `fefnjr npck rof |cqfp cn c|fe biri ieb rof efrqcpg fnnfmr4
9* Mjrjtfe} ieb EAC} kv}r bfkieb c|fe biri je cpbfp rc njaorac~fpekfer mcppv|rjce( jk|pc~f immcveri`jhjrz ieb ac~fpekfer
}fp~jmf}%
Rofpf j} }rjhh i ~i}r jencpkirjce ai| `frqffe roc}f qjro |cqfp ieb roc}f
qjrocvr% Ac~fpekfer} ipf }v||c}fb rc }fp~f rof jerfpf}r} cn rofjp |fc|hf( ecr
rofk}fh~f}( zfr rcc kiez bfmj}jce} ipf kibf `fojeb mhc}fb bccp}% Rof njpfqihh
`frqffe |fc|hf ieb jencpkirjce afefpirfb i} i nvemrjce cn ac~fpeiemf j}
veefmf}}ipz ieb |fpoi|} f~fe vebfkcmpirjm% Mjrjtfe} kv}r |v}o ncp immf}} rc
jencpkirjce npck rof ac~fpekfer% Je Jebji ieb @pitjh( roj} himg cn rpie}|ipfemz hfb
rc qjbf }mihf mcppv|rjce( `vr mjrjtfe imrj~j}r} qfpf i`hf rc ncpmf rof ac~fpekfer rc
}oipf biri qjro rieaj`hf cvrmckf}% Rof }ikf mie `f bcef ipcveb rof qcphb%
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
16/21
9>
0* Ac~fpekfer} kv}r feimr hfaj}hirjce rc moieaf rof bfnivhr }frrjea cnac~fpekfer rc `f c|fe( rpie}|ipfer ieb |iprjmj|ircpz%
Rc oipbqjpf rof c|fe ac~fpekfer kc~fkfer ieb rc ibbpf}} }ckf cn rof
kc}r bjnnjmvhr j}}vf}}vmo i} pfhfi}jea ojao ~ihvf biri}fr}( }riebipbjtjea ce
pfavhircpz pf|cprjea je ie c|fe ieb |v`hjm qiz cp kigjea c|fe biri |ipr cn rof
|pcmvpfkfer |pcmf}}qjhh pfyvjpf }qff|jea hfaj}hirj~f moieaf% Rofpf j} i effb rc
pf}fr rof qiz ac~fpekfer c|fpirf}( qojmo mie cehz `f immck|hj}ofb ropcvao
mck|pfofe}j~f hfaj}hirj~f pfncpk%
=* Rof |pf}} kv}r oipef}} rof |cqfp cn rof efrqcpg fnnfmr ropcvao}rpirfajm |iprefp}oj|} ieb mpcqb}cvpmjea rc mvr mc}r} ieb |pc~jbf
`frrfp je}jaor}
\pjxbfhfiv%np ieb nipk}v`}jbz%cpa bfkce}rpirf rof |cqfp cn mchhi`cpirj~f
}rcpzrfhhjea ieb cnnfp efq kcbfh} cn pf|cprjea rc rpibjrjceih kfbji cvrhfr}% Rof }ojnr
npck i hcef qchn i||pcimo rc je~f}rjairj~f dcvpeihj}k2?
Rof fx|hc}jce cn c|fe biri |pcbvmf} i hcr cn ecj}f( ieb roj} qjhh pfyvjpf
gecqhfbafi`hf |fc|hf mcv|hfb qjro rof rcch} rc }f|ipirf ecj}f npck }jaeih rc
|pc~jbf kfiejeanvh je}jaor}% ]rpirfajm |iprefp}oj|} /dcvpeihj}r} qcpgjea qjro EAC}(
imrj~j}r} ieb bf~fhc|fp}* mie rimghf roj} `f}r rcafrofp%
rc i mchhi`cpirj~f i||pcimo
/j%f%( rof efrqcpg fnnfmr je dcvpeihj}k* hfib} rc `frrfp cvrmckf}( f}|fmjihhz ir i rjkf
qofe mck|hfxjrz j} jempfi}jea fx|ceferjihhz( }vmo i} rof ahc`ih njeiemjih mpj}j}( ieb
efq}pcck} ipf }ocpr ce rjkf ieb pf}cvpmf} ieb ipf hccgjea ncp efq kcbfh} cn
dcvpeihj}k%
2* ^fervpf mi|jrihj}r} }ocvhb je~f}r je }riprv|} ncmv}fb ce `vjhbjeamck|iejf} `i}fb ce |v`hjm }fmrcp biri%
Tjhhhcq j} ~ihvfb ir c~fp 9 `jhhjce(2: Rof Qfirofp Moieefh qi} }chb ncp
i||pcxjkirfhz =%6 `jhhjce je 0
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
17/21
91
^fervpf mi|jrihj}r} }ocvhb ecr vebfpf}rjkirf rof ~ihvf cn ac~fpekfer biri
ieb ocq jr mcvhb nvfh i efq fmchcaz cn }riprv|} qojhf afefpirjea ki}}j~f |pcnjr}%
@pjaor]mc|f oi} }vmmf}}nvhhz bfkce}rpirfb rof |crferjih cn hf~fpiajea veri||fb
biri rc mpfirf i kvhrj+kjhhjce bchhip mck|iez je hf}} roie rqc zfip}% Cef mie cehz
jkiajef rof c||cprvejrjf} ncp jeec~irjce je jefnnjmjfer }fmrcp} cn rof fmceckz( }vmo
i} ofihromipf( fefpaz ieb fbvmirjce%
Impc}} rjkf( rof qcphb oi} fx|fpjfemfb kiez pf~chvrjce}( ieb rof
jencpkirjce pf~chvrjce nvfhfb `z c|fe biri ieb rof efrqcpg fnnfmr pf|pf}fer} rof
hipaf}r }ojnr je |cqfp% ]jkjhip rc crofp pf~chvrjce}( qf qjhh qjref}} efq jebv}rpjf}
fkfpaf( crofp} qjhh `f rpie}ncpkfb ieb kiez qjhh |fpj}o% Qf ipf }rjhh ir rof ei}mfer
}riaf} cn oipef}}jea jencpkirjce ieb hf~fpiajea rof efrqcpg fnnfmr% Ropcvao rof}f
pfmckkfebirjce}( mjrjtfe}( ac~fpekfer( rof |pf}} ieb ~fervpf mi|jrihj}r} mie fe}vpf
roir qf moipr rof jeec~irj~f |iro je rof 09}r mfervpz%
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
18/21
9?
FEBECRF]
9 V%]% Bf|iprkfer cn Fefpaz( Rof Ovkie Afeckf \pcdfmr(
orr|4##qqq%cpeh%ac~#}mj#rfmopf}cvpmf}#OvkieSAfeckf#|pcdfmr#i`cvr%}orkh%
0 Kjmoifh Ejfh}ce( Pfje~ferjeaBj}mc~fpz4 Rof Efq Fpi cn Efrqcpgfb ]mjfemf /\pjemfrce
Vej~fp}jrz \pf}}( 0
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
19/21
9:
91 J`jb%
9? Rof Pf|v`hjm cn Jebji qf`}jrf( Rof Pjaor rc Jencpkirjce Imr%
orr|4##pjaorrcjencpkirjce%ac~%je#qf`imrprj%ork%
9: Mopj} ^ihhiemf( Qf` je~fercp mihh} ncp ac~fpekfer biri rpie}|ipfemz( @@M
Efq}% orr|4##efq}%``m%mc%vg#0#oj#?610?
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
20/21
0 Kjgf Ihnpfb ieb Pzie Ihnpfb( |fp}ceih jerfp~jfq qjro rof ncvebfp}( Ec~fk`fp
91( 0
-
8/3/2019 Digital Fuel of the 21st Century: Innovation through Open Data and the Network Effect
21/21
09
6< Kjmoifh D% bf hi Kfpmfb( Qfirofp Moieefh J} ]chb rc E@M ieb Fyvjrz Njpk}( Rof
Efq Zcpg Rjkf}( Dvhz 1( 0