Page 52 - First special issue on The impact of Artificial Intelligence on communication networks and services

,78 -2851$/ ,&7 'LVFRYHULHV 9RO 0DUFK

DXWKHQWLFLW\ WUXVW SULYDF\ DQG WUDQVSDUHQF\ RI > @ 5REHUW & )HUULHU DQG $ODQ -HQNLQV +DQGERRN RI
WKH GDWD 7KLV DOVR EHFRPHV IXUWKHU FRPSOLFDWHG FDWFKPHQW PDQDJHPHQW -RKQ :LOH\ 6RQV
ZKHQ FLWL]HQ FHQWULF GDWD LV DOORZHG VXFK DV
WKH 2SHQ 'DWD LQLWLDWLYHV IURP JRYHUQPHQWV
DQG WKURXJK FURZGVRXUFLQJ 1HZ PHWKRGV > @ 0DUF /DOODQLOOD DQG 6WDII :ULWHU ³:KDW DUH FRUDO
VXFK DV EORFN FKDLQ LV D SRVVLEOH IXWXUH UHHIV" ´ KWWSV ZZZ OLYHVFLHQFH FRP
VROXWLRQ FRUDO UHHIV KWPO 2FWREHU

CONCLUSION > @ 1DWLRQDO 2FHDQ 6HUYLFH 1DWLRQDO 2FHDQLF DQG
$WPRVSKHULF $GPLQLVWUDWLRQ ³:KDW LV FRUDO
7KH *UHDW %DUULHU 5HHI *%5 RI $XVWUDOLD LV WKH EOHDFKLQJ" ´
ODUJHVW OLYLQJ VWUXFWXUH FRUDO UHHI RQ WKH SODQHW DQG KWWSV RFHDQVHUYLFH QRDD JRY IDFWV
VWUHWFKHV RYHU NLORPHWHUV $QWKURSRJHQLF FRUDOBEOHDFK KWPO -XO\
VWUHVVHV RQ FRUDO UHHIV DUH FDXVLQJ FRUDO EOHDFKLQJ
7KH EXUQLQJ RI IRVVLO IXHOV UHOHDVHV FDUERQ GLR[LGH > @ 5D\ %HUNHOPDQV *OHQQ 'HDWK 6WXDUW
ZKLFK LQ WXUQ LV DEVRUEHG E\ WKH RFHDQV UHGXFLQJ WKH .LQLQPRQWK DQG :LOOLDP - 6NLUYLQJ ³$
HIIRUWV RI WKH UHHI EXLOGLQJ PHFKDQLVP E\ FRUDOV
7KHUHIRUH LW LV QHFHVVDU\ WR PRQLWRU DQG PDQDJH RXU FRPSDULVRQ RI WKH DQG FRUDO EOHDFKLQJ
PDULQH HQYLURQPHQW DV ZHOO DV WR SUHYHQW HFRV\VWHP HYHQWV RQ WKH JUHDW EDUULHU UHHI VSDWLDO
FROODSVH ,Q WKLV DUWLFOH ZH SUHVHQWHG DQ RYHUYLHZ FRUUHODWLRQ SDWWHUQV DQG SUHGLFWLRQV ´ &RUDO
DQG D XVH FDVH RI WKH :61V ,R7 WR PRQLWRU WKH UHHIV YRO QR SS ±
FRPSOH[ PDULQH HQYLURQPHQWV LQFOXGLQJ WKH *%5
7KH DUWLFOH SUHVHQWHG DQ DUFKLWHFWXUH XVHG WR PRQLWRU > @ $OIUHG *ROGVERURXJK 0D\RU 7KH HIIHFWV RI
WKH *%5 DV ZHOO DV WKH UROH RI $, DOJRULWKPV WR GHWHFW WHPSHUDWXUH XSRQ WURSLFDO PDULQH DQLPDOV
HYHQWV :LWK D VXLWH RI $, DOJRULWKPV ZH ZHUH DEOH &DUQHJLH ,QVWLWXWLRQ RI :DVKLQJWRQ
WR GHWHFW &\FORQH +DPLVK ZKLFK RFFXUUHG LQ
SDWWHUQV XVLQJ WHPSHUDWXUH SUHVVXUH DQG KXPLGLW\ > @ &KDUOHV 0DXULFH <RQJH $ *U 1LFKROOV DQG
VHQVRUV XVLQJ WZR WLHUHG ,R7 :61 QHWZRUN 0DUWKD -DQH <RQJH 6WXGLHV RQ WKH SK\VLRORJ\
DUFKLWHFWXUH 7KH DUWLFOH KLJKOLJKWV WKH UROH RI $, RI FRUDOV YRO %ULWLVK 0XVHXP
DOJRULWKPV WKDW FRXOG EH XVHG WR PRQLWRU PDQDJH
DQG XQGHUVWDQG FRPSOH[ PDULQH HFRV\VWHPV > @ 2YH +RHJK *XOGEHUJ ³&OLPDWH FKDQJH FRUDO
EOHDFKLQJ DQG WKH IXWXUH RI WKH ZRUOG¶V FRUDO
ACKNOWLEDGEMENT UHHIV ´ 0DULQH DQG IUHVKZDWHU UHVHDUFK YRO
QR SS ±
$XWKRUV DFNQRZOHGJH WKH VXSSRUW IURP $5&
5HVHDUFK 1HWZRUN RQ ,QWHOOLJHQW 6HQVRUV 6HQVRU > @ 6FRWW :RROGULGJH DQG 7HUU\ 'RQH ³7KH XVH RI
1HWZRUNV DQG ,QIRUPDWLRQ 3URFHVVLQJ ,661,3 DQG ED\HVLDQ EHOLHI QHWZRUNV WR DLG LQ WKH
6HQVRU0DS 0LFURVRIW 5HVHDUFK 5)3 3URMHFW JUDQW XQGHUVWDQGLQJ DQG PDQDJHPHQW RI ODUJH VFDOH
WKH 4XHHQVODQG 6WDWH *RYHUQPHQW YLD WKH FRUDO EOHDFKLQJ ´ 02'6,0 0RGVLP
'HSDUWPHQW RI 6FLHQFH ,QIRUPDWLRQ 7HFKQRORJ\ DQG 7RZQVYLOOH SS ±
,QQRYDWLRQ WKH 1DWLRQDO &ROODERUDWLYH 5HVHDUFK
,QIUDVWUXFWXUH 6WUDWHJ\ 1&5,6 DQG WKH :LUHOHVV > @6WXDUW .LQLQPRQWK 6FRWW %DLQEULGJH ,DQ
6HQVRU 1HWZRUN )DFLOLW\ )$,006 RI WKH $WNLQVRQ (ULF *LOO /DXUH %DUUDO DQG 5RPDLQ
,QWHJUDWHG 0DULQH 2EVHUYLQJ 6\VWHP ,026 7KH 9LGDXG ³6HQVRU QHWZRUNLQJ WKH JUHDW EDUULHU
SURMHFW LV D FROODERUDWLYH HIIRUW EHWZHHQ 7KH UHHI ´ 6SDWLDO 6FLHQFHV 4OG -RXUQDO SS ±
8QLYHUVLW\ RI 0HOERXUQH ,661,3 UHVHDUFK JURXS
DQG $XVWUDOLDQ ,QVWLWXWH RI 0DULQH 6FLHQFH $,06
> @5RQ -RKQVWRQH 'DYLGH &DSXWR 8PEHUWR &HOOD
REFERENCES
$OHVVDQGUR *DQGHOOL &HVDUH $OLSSL )UDQFHVFR
*ULPDFFLD 1 +DULWRV DQG 5LFFDUGR ( =LFK
> @ 0LOHV 0- )XUQDV HW DO &DWFKPHQWV DQG FRUDOV
WHUUHVWULDO UXQRII WR WKH *UHDW %DUULHU 5HHI ³6PDUW HQYLURQPHQWDO PHDVXUHPHQW DQDO\VLV
$XVWUDOLDQ ,QVWLWXWH RI 0DULQH 6FLHQFH &5& WHFKQRORJLHV VH PDW :LUHOHVV VHQVRU QHWZRUNV
5HHI 5HVHDUFK &HQWUH LQ WKH PDULQH HQYLURQPHQW ´ 6WRFNKROP
6ZHGHQ -XQH

‹ ,QWHUQDWLRQDO 7HOHFRPPXQLFDWLRQ 8QLRQ