10
7
GDWD2XLB6XSSULPHUWRXWHVOHVGRQQpHV
G¶XWLOLVDWHXU$SSX\H]VXUOHERXWRQ
PDUFKHDUUrWSRXUVDLVLU<HVB'HOHWHDOOXVHU
GDWD2XLB6XSSULPHUWRXWHVOHVGRQQpHV
G¶XWLOLVDWHXU
&RQHOERWyQGH
GHVSOiFHVHKDFLD
DEDMRKDVWD<HVB'HOHWHDOOXVHUGDWD6t
HOLPLQDUWRGRVORVGDWRVGHXVXDULR3XOVH
HOERWyQGHHQFHQGLGR\DSDJDGRSDUD
FRQILUPDU<HVB'HOHWHDOOXVHUGDWD6t
HOLPLQDUWRGRVORVGDWRVGHXVXDULR
&RPRERWmR
GHVoDDWp<HVB'HOHWH
DOOXVHUGDWD6LPB(OLPLQDUWRGRVRVGDGRV
GRXWLOL]DGRU3ULPDRERWmR2Q2II/LJDU
'HVOLJDUSDUDHQWUDUHP<HVB'HOHWHDOO
XVHUGDWD6LPB(OLPLQDUWRGRVRVGDGRVGR
XWLOL]DGRU
3U]HZLĔSU]\FLVNLHP
ZGyáGR<HVB
'HOHWHDOOXVHUGDWD7DNB8VXĔZV]\VWNLH
GDQHXĪ\WNRZQLND:FLĞQLMSU]\FLVN2Q
2IIDE\ZHMĞFZ<HVB'HOHWHDOOXVHUGDWD
7DNB8VXĔZV]\VWNLHGDQHXĪ\WNRZQLND
7ODþtWNHP
VNUROXMWHGROĤSUR<HVB'HOHWH
DOOXVHUGDWD$QRB9\PD]DWYãHFKQD
XåLYDWHOVNiGDWD=PiþNQČWHWODþtWNR2Q
2IISURSRWYU]HQt<HVB'HOHWHDOOXVHUGDWD
$QRB9\PD]DWYãHFKQDXåLYDWHOVNiGDWD
-
7ODþLGORP
VNUROXMWHGROHSUH<HVB'HOHWH
DOOXVHUGDWDÈQRB9\PD]DĢYãHWN\
SRXåtYDWHĐVNp~GDMH6WODþWHWODþLGOR2Q
2IISUHSRWYUGHQLH<HVB'HOHWHDOOXVHUGDWD
ÈQRB9\PD]DĢYãHWN\SRXåtYDWHĐVNp~GDMH
0HGNQDSSHQ
UXOQHGWLO<HVB'HOHWHDOO
XVHUGDWD>-DBVOHWDOOHEUXJHUGDWD@7U\N
SnNQDSSHQ2Q2II>7LOIUD@IRUDWnEQH
<HVB'HOHWHDOOXVHUGDWD>-DBVOHWDOOH
EUXJHUGDWD@
%OlGGUDQHUPHG
NQDSSHQWLOO
-DB5DGHUDDOODDQYlQGDUGDWD7U\FNSn2Q
2IINQDSSHQI|UDWW|SSQD-DB5DGHUDDOOD
DQYlQGDUGDWD
ȂİIJȠʌȜȒțIJȡȠ
țȚȞȘșİȓIJİʌȡȠȢIJĮ
țȐIJȦıIJȘȞİʌȚȜȠȖȒ<HVB'HOHWHDOOXVHU
GDWDȃĮȚįȚĮȖȡĮijȒȩȜȦȞIJȦȞįİįȠȝȑȞȦȞ
ȤȡȒıIJȘȆĮIJȒıIJİIJȠʌȜȒțIJȡȠ2Q2IIȖȚĮ
ȞĮİȞİȡȖȠʌȠȚȒıİIJİIJȘȞİʌȚȜȠȖȒ<HVB'HOHWH
DOOXVHUGDWDȃĮȚįȚĮȖȡĮijȒȩȜȦȞIJȦȞ
įİįȠȝȑȞȦȞȤȡȒıIJȘ
$IWHUIDFWRU\UHVHWKDVSHUIRUPHGVFUROO
GRZQZLWK
EXWWRQWRUHERRWV\VWHPQRZ
3UHVV2Q2IIEXWWRQWRHQWHUUHERRWV\VWHP
QRZ
1DGDWGHIDFWRU\UHVHWIDEULHNVUHVHWLV
XLWJHYRHUGVFUROOQDDUEHQHGHQPHWGH
NQRSRPKHWV\VWHHPRSQLHXZRSWHVWDUWHQ
'UXNRSGH$DQ8LWNQRSRPKHWV\VWHHP
$QGURLGV\VWHPUHFRYHU\H!
9ROXPHXSGRZQWRPRYHKLJKOLJKW
3RZHUEXWWRQWRVHOHFW
UHERRWV\VWHPQRZ
DSSO\XSGDWHIURP$'%
ZLSHGDWDIDFWRU\UHVHW
ZLSHFDFKHSDUWLWLRQ
DSSO\XSGDWHIURPH[WHUQDOVWRUDJH
DSSO\XSGDWHIURPFDFKH
$QGURLGV\VWHPUHFRYHU\H!
9ROXPHXSGRZQWRPRYHKLJKOLJKW
3RZHUEXWWRQWRVHOHFW
UHERRWV\VWHPQRZ
DSSO\XSGDWHIURP$'%
ZLSHGDWDIDFWRU\UHVHW
ZLSHFDFKHSDUWLWLRQ
DSSO\XSGDWHIURPH[WHUQDOVWRUDJH
DSSO\XSGDWHIURPFDFKH
ZLSLQJGDWD
)RUPDWLQJGDWD
)RUPDWLQJFDFKH
'DWDZLSHFRPSOHWH
$QGURLGV\VWHPUHFRYHU\H!
9ROXPHXSGRZQWRPRYHKLJKOLJKW
3RZHUEXWWRQWRVHOHFW
UHERRWV\VWHPQRZ
DSSO\XSGDWHIURP$'%
ZLSHGDWDIDFWRU\UHVHW
ZLSHFDFKHSDUWLWLRQ
DSSO\XSGDWHIURPH[WHUQDOVWRUDJH
DSSO\XSGDWHIURPFDFKH
7$%BIDFWRU\UHVHWGHHOLQGG