Page 20 - ITU Journal - ICT Discoveries - Volume 1, No. 2, December 2018 - Second special issue on Data for Good
P. 20
,78 -2851$/ ,&7 'LVFRYHULHV 9RO 'HFHPEHU
'DWD DQG *RYHUQDQFH LQ 6PDUW 6XVWDLQDEOH &LWLHV
3DJHV
Nathalie Feingold
6PDUW FLWLHV XVH LQIRUPDWLRQ DQG FRPPXQLFDWLRQ WHFKQRORJLHV WR LPSURYH TXDOLW\ RI OLIH HIILFLHQF\ RI XUEDQ
RSHUDWLRQ DQG VHUYLFHV DQG FRPSHWLWLYHQHVV 6HYHUDO FKDOOHQJHV UHVXOW IURP WKH ODUJH XVH RI GDWD LQ VPDUW FLWLHV
ZH IRFXV KHUH RQ WKUHH WKDW ZH FRQVLGHU PRVW XUJHQW WR DGGUHVV LQ WHUPV RI JRYHUQDQFH 7KH ILUVW UHODWHV WR WKH
GDWD KHWHURJHQHLW\ WKDW UHVXOWV IURP WKH GLYHUVLW\ RI VWDNHKROGHUV DSSOLFDWLRQV SURFHVVHV DQG WRROV LQYROYHG
UHTXLULQJ RSHUDWLRQDO GDWD JRYHUQDQFH WR HQVXUH HFRV\VWHP VXVWDLQDELOLW\ 7KH VHFRQG UHODWHV WR WKH XQFHUWDLQW\
JHQHUDWHG E\ QHZ EXVLQHVV PRGHOV DQG QHZ WHFKQRORJLHV UHTXLULQJ D ULVN PDQDJHPHQW DSSURDFK WKDW
FRQWLQXRXVO\ WDNHV LQWR DFFRXQW QHZ ULVNV DQG WKUHDWV 7KH WKLUG FKDOOHQJH LV WKH QHHG WR DGDSW SHRSOH¶V VNLOOV
VR WKDW WKH\ FDQ FRSH ZLWK UDSLGO\ HYROYLQJ WHFKQRORJLHV
9LHZ $UWLFOH
8QGHUVWDQGLQJ %DUULHUV LQ WKH ,PSOHPHQWDWLRQ RI 2QH 'DWD 3ROLF\ LQ ,QGRQHVLD
,QVLJKWV IURP WKH +HDOWK 'DWD -RXUQH\ 0RGHOOLQJ
3DJHV
Arthur Glenn Maail
7KH ,QGRQHVLDQ 2QH 'DWD SROLF\ LV GHVLJQHG WR LPSURYH LQWHUQDO JRYHUQPHQW GDWD JRYHUQDQFH SUDFWLFHV E\
SURYLGLQJ D UHJXODWRU\ IUDPHZRUN FRQFHUQLQJ RUJDQL]DWLRQDO VWUXFWXUH LQFOXGLQJ WKH UROHV WDVNV DQG
UHVSRQVLELOLWLHV RI HDFK NH\ VWDNHKROGHU ,W DOVR VSHFLILHV PHFKDQLVPV WR HQVXUH WKH SUHSDUDWLRQ FROOHFWLRQ
DQG RU SURFHVVLQJ RI GDWD WKDW PHHWV GDWD VWDQGDUGV WKH DSSOLFDWLRQ RI PHWDGDWD DFFRUGLQJ WR WKH VWDQGDUG
IRUPDW DQG GLVVHPLQDWLRQ RI GDWD DFFRUGLQJ WR WKH SULQFLSOHV RI GDWD LQWHURSHUDELOLW\ :H FRQGXFWHG D GDWD
MRXUQH\ PRGHOOLQJ IRU WKUHH NH\ KHDOWK GDWDVHWV WR LGHQWLI\ FKDOOHQJHV DQG EDUULHUV LQ GDWD IORZ DFURVV ORFDO DQG
QDWLRQDO JRYHUQPHQW DJHQFLHV 7KH ILQGLQJV KLJKOLJKW WKH FULWLFDO UROH RI WKH ORFDO JRYHUQPHQW OHDGHUV DQG GDWD
FXVWRGLDQV HQIRUFHPHQW RI GDWD VWDQGDUGV DQG SROLFLHV DQG FRPSOLDQFH LQFOXGLQJ D PHFKDQLVP WR HQIRUFH
SHQDOWLHV IRU QRQ FRPSOLDQFH WR WKH VXFFHVVIXO LPSOHPHQWDWLRQ RI WKH 2QH 'DWD SROLF\ LQ ,QGRQHVLD
9LHZ $UWLFOH
$SSOLFDWLRQ RI &$1),6 0RGHO LQ WKH 3UHGLFWLRQ RI 0XOWLSOH ,QSXW
7HOHFRPPXQLFDWLRQ 1HWZRUN 7UDIILF
3DJHV
Francis Kwabena Oduro-Gyimah, Kwame Osei Boateng
7HOHFRPPXQLFDWLRQ QHWZRUN WUDIILF SUHGLFWLRQ LV DQ LPSRUWDQW DSSURDFK WKDW HQVXUH HIILFLHQW QHWZRUN SODQQLQJ
DQG PDQDJHPHQW 7HOHFRPPXQLFDWLRQ QHWZRUN WUDIILF LV XQLYDULDWH DQG SUHGLFWLRQ PRGHOV KDYH PRVWO\ EHHQ
FRQFHQWUDWHG RQ VLQJOH LQSXW DQG VLQJOH RXWSXW WUDIILF 7KLV VWXG\ SURSRVHV D QHZ DSSURDFK WKH PXOWLSOH LQSXW
PXOWLSOH RXWSXW &RDFWLYH 1HXUR )X]]\ ,QIHUHQFH 6\VWHP &$1),6 PRGHO WR SUHGLFW D ILYH WLPH VSDQ
XQLYDULDWH KRXUO\ GDLO\ ZHHNO\ PRQWKO\ DQG TXDUWHUO\ WLPH VHULHV RI * GRZQOLQN WUDIILF VLPXOWDQHRXVO\ ,Q
WKH PRGHOOLQJ SURFHVV VHYHUDO SDUDPHWHUV ZHUH XVHG LQ WKH FRQILJXUDWLRQ RI WKH QHWZRUN 7KH EHVW PRGHO IRU
SUHGLFWLQJ ILYH LQSXW WHOHFRPPXQLFDWLRQ WUDIILF ZDV &$1),6 ZKLFK HPSOR\HG D %HOO PHPEHUVKLS
IXQFWLRQ $[RQ WUDQVIHU IXQFWLRQ DQG 0RPHQWXP OHDUQLQJ UXOH DQG WKH PHPEHUVKLS IXQFWLRQ SHU LQSXW RI
7KH SHUIRUPDQFH RI WKH PRGHO ZDV HYDOXDWHG E\ FRPSDULQJ WKH SUHGLFWHG WUDIILF ZLWK DFWXDO WUDIILF REWDLQHG
IURP D * QHWZRUN RSHUDWRU DQG WKH UHVXOWV LQGLFDWH D PLQLPXP DFFXUDF\ PHDVXUH YDOXH RI 06(
1506( DQG SHUFHQW HUURU
9LHZ $UWLFOH
– xviii –