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Hunh 9 Giao diӋn chtnh cӫa Waze (Nguӗn: https://www.waze.com)
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Hunh 10 Giao diӋn cӫa BusMap (Nguӗn: busmap.vn)
Phit triӇn tӯ QăPÿӃQQD\%XV0DSÿm cy 2 triӋXQJѭӡi dng trên cic nӅn tҧng Windows, Android vj Apple.
Mô hunh kinh doanh dӳ liӋu
Trong thӡLÿҥi hiӋn nay khi dӳ liӋu ngjy cjQJÿDGҥng vӅ cҧ sӕ Oѭӧng vj hunh thӭc, dӏch vө WѭѫQJWӵ [27] R} rjng doanh thu tӯ viӋc bin dӳ liӋu hoһc bin quyӅn truy cұp dӳ liӋu lj rҩt lӟQÿӕi vӟi doanh nghiӋp nj\ÿLӅu njy cy nghƭa lj dӳ liӋu sinh ra tӯ QJѭӡi dng, không nhӳng phөc vө cho bҧn thân hӑ mj czn phөc vө cho công ty cung cҩp dӏch vө vj ciFFѫTXDQTXҧn lê khic x Cҧi tiӃn quy truQKNLQKGRDQKÿk\Oj hunh thӭc sӱ dөng dӳ liӋu tӯ cic WѭѫQJ tic cӫa khich hjng ÿӇ tum hiӇu cic vҩQÿӅ OLrQTXDQÿӃn quy trunh kinh doanh ҧQKKѭӣng tӟi doanh thu cӫa doanh nghiӋp Lufthansa, mӝt trong nhӳng hmng hjng không lӟn nhҩt châu Âu, cy trө sӣ chtnh ӣ ĈӭF WURQJ QăP ÿm chuyên chӣ KѫQ WULӋu hjnh khich, cy khoҧng 118 nghun nhân viên vj doanh thu khoҧng 30 tӍ euro LXIWKDQVD ÿm ip dөng ELJ GDWD ÿӇ OѭX WUӳ cic WѭѫQJWic cӫa khich hjng thӡi gian thӵFÿӇ ÿѭDUDFic dӏch vө: nhұn diӋn khich hjng (cҧ online vj ngojLÿӡi), tum hiӇu nhu cҫu cӫa khich hjng tӯ ÿy ÿѭDUD gӧi ê dӏch vө, liên lҥc vӟi khich hjng bҵng kênh liên lҥc mj hӑ ѭXWLrQWӯ ÿy giҧm thiӇu homn chuyӃQED\ĈLӅu njy gi~p hӑ giҧm thiӇXÿѭӧc cic mҩt mic vӅ tji chtnh khi homn chuyӃn bay, gi~p khich hjng hji lzQJKѫQJLҧm chi pht nhiên liӋu, ÿip ӭQJÿѭӧc cic luұt vӅ trich nhiӋm chuyӃn bay vj bҧo vӋ môi WUѭӡng [28] x Sing tҥo sҧn phҭm vj dӏch vө mӟi: sӱ dөng dӳ liӋu vӅ nhӳng sҧn phҭm vj dӏch vө hiӋn cy ÿӇ phân ttch vj ÿѭDUDFic sҧn phҭm vj dӏch vө mӟi cho khich hjng Siemens vjRQăPEҳWÿҫu cung cҩp dӏch vө kӻ thuұt sӕ OLrQTXDQÿӃn hҥ tҫng vj công nghiӋp cây trӗng Cic hӋ thӕng cho dӏch vө njy tҥi thӡLÿLӇPÿy kiӃm Sau khi thu thұp vj phân ttch dӳ liӋu tӯ cic nhinh dӏch vө nhӓ, Siemens nhұn ra rҵng dӳ liӋu cҫQÿѭӧc tұp trung vj phân ttFKÿӇ ÿѭDUDÿѭӧc tҫm nhun tojn diӋn cho cic bên liên quan, nên hӑ ÿm phit triӇn vj ÿѭDUD0LQG6SKHUH mӝt nӅn tҧng cho phpp dӳ liӋu tӯ cic hӋ thӕQJÿѭӧc thu thұp vj chuҭn hya [29] Vӟi viӋFÿѭDUDPӝt sҧn phҭm dӏch vө mӟL6LHPHQVÿm tұn dөQJÿѭӧc dӳ liӋu hiӋn cy vj phit triӇn ch~ng ӣ mӝt mӭFÿӝ FDRKѫQ x Cҧi tiӃn sҧn phҭm vj dӏch vө: thay vu sӱ dөng dӳ liӋu vӅ sҧn phҭm hiӋn tҥLÿӇ tҥo ra sҧn phҭm mӟLQKѭFKLӃQOѭӧFÿm nêu ӣ trên, chiӃQOѭӧc njy dng dӳ liӋu vӅ sҧn phҭm hiӋn tҥLÿӇ cҧi tiӃn cho chtnh sҧn phҭPÿy Thyssenkrupp cung cҩp cic thang miy sӱ dөng trong cic tza nhj VjRQăPKӑ ÿm ip dөng công nghӋ MAX (mӝt giҧi phiSÿӇ sӕ hya cic hӋ thӕng di chuyӇn hjng khich QKѭWKDQJPiy, thang cuӕn, thang chuyӇn hjng ) gi~p cic thang miy cy thӇ gӣi ttn hiӋu liên tөc tӟi trҥm kiӇm soit vӅ tunh trҥng hoҥWÿӝng hoһc sӵ cӕ Vӟi MAX, dӳ liӋu cӫa tҩt cҧ cic thang mi\ÿѭӧc tұn dөQJÿӇ biӃWÿѭӧc cic mӭc ÿӝ sӵ cӕ mj không phҧi tӟi tұQQѫLWӯ ÿy giҧm thiӇXÿѭӧc chi pht di chuyӇn cӫa kӻ thuұt viên Cic bӝ phұn trong thang miy cNJQJÿѭӧc quҧn lê riêng lҿ gi~p quҧn lê ÿѭӧc bӝ phұn njo cҫQÿѭӧc thay thӃ WUѭӟc khi ch~ng cy sӵ cӕ [29] x Kinh doanh dӳ liӋu cao cҩp: bin cic thông tin hoһc tri thӭc tӯ cic hoҥWÿӝng phân ttch, thӕng kê hay trӵc quan hya dӳ liӋu Mӝt dҥQJÿLӇn hunh cӫa chiӃn Oѭӧc njy lj cic bio cio thӕng kê hoһFWѭYҩn Olery lj mӝt công ty chuyên theo d}LKѫQZHEVLWHQѫLFy ciFQJѭӡi dng cӫa ngjnh công nghiӋp khich sҥQÿӇ lҥi ê kiӃn cӫa hӑ vӅ dӏch vө cӫa mӝt sӕ ÿӏDÿLӇm ChiӃQOѭӧc kinh doanh cӫa hӑ lj xiFÿӏnh, thu thұp vj phân ttFKOѭӧng lӟn cic dӳ liӋu tӯ nhiӅu nguӗn khic nhau vӅ nhұn xpt cӫa khich sӱ dөng dӏch vө, mөFWLrXÿӇ cung cҩp cho x Ci nhân hya dӳ liӋu: dӳ liӋu ci nhân cӫa khich hjng ÿѭӧc dQJÿӇ tҥo ra cic SKѭѫQJ NLӋn kinh doanh khic nhau cho mӛL ÿӕL Wѭӧng khich hjng Trong WUѭӡng hӧp cӫa Daimler FleetBoard, mӝt công ty con cӫa Daimler, công ty chuyên cung cҩp dӏch vө cho cic ci nhân hoһc công ty sӣ hӳu cic xe tҧi ӣ tҩt cҧ cic ngjnh công nghiӋp Nhӳng dӏch vө FleetBoard cung cҩp bao gӗm quҧn lê xe, vұn chuyӇn vj thӡi gian Nhӡ sӵ hӧp tic vӟi cic công ty bҧo hiӇm, FleetBoard cy ÿѭӧc dӳ liӋu vӅ quy mô vj tji chtnh cӫa cic doanh nghiӋp tӯ ÿy ÿѭDUDFic gyi dӏch vө OLQKÿӝng theo nhu cҫu Thay vu phҧi trҧ pht bҧo hiӇm cӕ ÿӏnh hjng thing, FleetBoard theo d}i hjnh vi cӫa cic tji xӃ ÿӇ hiӇXÿѭӧc mӭFÿӝ nguy hiӇm cӫa cic tji xӃ cө thӇ, mӝt tji xӃ chҥy xe cҭn thұn vj an tojn thu sӁ không cҫn mӝt gyi bҧo hiӇm qui cao Dӵa trên dӳ liӋu njy chi pht bҧo hiӇm sӁ ÿѭӧc ttnh toin lҥi cho ph hӧp sau mӛi thing [31] x Xây dӵng vj cӫng cӕ quan hӋ vӟLQJѭӡi dng: dӳ liӋXÿѭӧc dQJÿӇ tҥo ra vj duy tru mӕi quan hӋ lâu dji vӟi khich hjng Rolls Royce Aircarft lj mӝt công ty cung cҩSÿӝQJFѫFKRFic miy bay, hӑ ÿm ÿѭDUDGӏch vө 9LVLXP)8(/QKѭ lj mӝt dӏch vө cӝng thêm cho khich hjng VisiumFUEL cho phpSQJѭӡi dng theo d}i mӭFÿӝ tiêu hao nhiên liӋu cӫa miy bay vj tum ra ciFFѫKӝLÿӇ cҧi tiӃQĈӇ tҥo ra VisumFUEL, Rolls Royce phҧi phân ttch rҩt nhiӅu dӳ liӋu vӅ tiêu thө nhiên liӋu cӫa cic loҥLÿӝQJFѫNKic nhau trong thӡi gian dji [31] Thay vu phit triӇn cic dӏch vө cy thӇ ÿHPOҥi lӧi nhuұn khic thu Rolls Royce ÿm phit triӇn mӝt hӋ thӕng hӛ trӧ FKRQJѭӡi dQJQKѭPӝt tiӋn tFKÿLӅu njy không nhӳng gi~p khich hjng cNJ ӣ lҥi vӟi hӑ OkX KѫQ Pj czn gi~p nhӳng x Chia sҿ dӳ liӋu chiӃQOѭӧc: cho phpp cic bên thӭ ba truy cұp vjo dӳ liӋu nӝi bӝ ÿӇ cng nhau tҥo ra gii trӏ JLD WăQJ Oӧi thӃ cҥnh tranh Helsinki Region Transport Authority (HRT) lj Fѫ TXDQ FKӏu trich nhiӋm quҧn lê vj lên kӃ hoҥch cho ciFSKѭѫQJWLӋn công cӝng ӣ Helsinki, Phҫn Lan HRT cy mӝt hӋ thӕng tuPÿѭӡQJÿLJLӳDKDLÿLӇm rҩt chtnh xic vj ÿѭӧFÿinh gii FDR+57ÿm tҥo ra mӝt API cho phpp cic nhj phit triӇn vj bên thӭ ba cy thӇ truy cұp vj sӱ dөng hӋ thӕQJÿy, sau mӝWQăPÿm cy ÿӃQQJѭӡi phit triӇn vj KѫQӭng dөng cӫa cic bên thӭ ba sӱ dөQJ$3,ÿѭӧF+57ÿѭDUDPӝt sӕ ӭng dөng lҥi ÿѭӧc sӱ dөng bӣi chtQK+57ĈLӅu njy gi~SFKRFѫTXDQTXҧn lê HRT gây dӵQJÿѭӧc mӕi quan hӋ tӕWÿҽp vӟi cic nhj phit triӇn vj giҧPÿѭӧc chi pht [32] x Ljm giju dӳ liӋu: tұp hӧp cic dӳ liӋu nӝi bӝ vj bên ngoji cNJQJQKѭFKX\Ӈn ÿәi, ljm sҥch dӳ liӋu cho cic mөc tiêu kinh tӃ InfoGroup OneSource lj mӝt công ty cung cҩp dӳ liӋu cӫDKѫQWULӋu công ty vj 23 triӋu nhj quҧn lê ӣ tҫm thӃ giӟi Công ty njy cy mӝt nӅn tҧng gӑi lj OneSource LiveContent, cy thӇ kӃt hӧp dӳ liӋu tӯ KѫQQKj cung cҩp dӳ liӋu vj hjng ngjn nguӗn dӳ liӋu khic Dӳ liӋXÿѭӧc InfoGroup cung cҩp trên web, thông qua cic ttch hӧp vӟi hӋ thӕng quҧn lê quan hӋ khich hjng CRM (Customer Relationship Management) hoһc qua cic cәng thông tin OneSource cung cҩp dӏch vө cho Salesforce trên nӅn tҧQJQJѭӡi dng, pht trên mӛLQJѭӡi dng bҳWÿҫu tӯ 10,000 euro mӛLQăP>@ x 7UDRÿәi dӳ liӋu: dӳ liӋXÿѭӧFWUDRÿәLÿӇ lҩy cic tji sҧn gii trӏ khiFQKѭFic công cө, dӏch vө hoһc dӳ liӋu Factual cung cҩp dӳ liӋu cho cic nhj phit triӇn ӭng dөng web vj ÿLӋn thoҥLGLÿӝng Dӳ liӋXÿѭӧc ttnh tiӅn dӵa trên loҥi cӫa tұp dӳ liӋu muӕn truy cұp, hҫu hӃWQJѭӡi sӱ dөng chҩp nhұn mӭc pht njy tuy
FKRQJѭӡi dng khҧ QăQJNLӇm soit ai lj QJѭӡi hӑ muӕn chia sҿ thông tin vj nhұn thӭFÿѭӧc vai trz quan trӑng cӫDQJѭӡi dng trong tҥo ra dӳ liӋu [34]
&+ѬѪ1* Ĉӄ XUҨT Mễ HẻNH NGIӊP VӨ
Mô hunh nghiӋp vө ÿӅ xuҩt
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Hunh 12 Mô hunh nghiӋp vө chi tiӃWÿӅ xuҩt.
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Hunh 15 Thu thұp dӳ liӋu tӯ thiӃt bӏ GLÿӝng
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Cic hoҥWÿӝng hӛ trӧ (Additional Activities) - Quҧn lê ÿLӇPWKѭӣng
7Uѭӟc khi bҳWÿҫu triӇn khai thӵc nghiӋm, ttQKQăQJÿLӇPWKѭӣng lj FKѭDFy sҹn trên UTraffic Thuӝc vӅ ÿӅ tji cӫa nhym frontend cho ӭng dөQJ GL ÿӝng, ttQK QăQJ YӅ ÿLӇm tKѭӣng vj voucher phҧLÿѭӧc ttch hӧp vjo ӭng dөQJ87UDIILFÿm cy WUѭӟFÿy ĈӇ thӵc hiӋn ttQKQăQJWtnh toiQÿLӇm WKѭӣng, dӳ liӋu vӅ khoҧng cich di chuyӇn cӫa QJѭӡi dng lj cҫn thiӃWÿӇ xiFÿӏnh qumQJÿѭӡQJÿLFӫDQJѭӡi dng tӯ ÿy ttnh toin sӕ ÿLӇPWKѭӣng ph hӧp Nguyên tҳc ttnh khoҧng cich di chuyӇQQKѭVDX
Hunh 16 Quy trunh ttnh toin khoҧng cich di chuyӇn cӫDQJѭӡi dng
Khi sӱ dөng ӭng dөng, thiӃt bӏ GLÿӝng sӁ liên tөc gӣi dӳ liӋXÿӏDÿLӇm vӅ VHUYHUÿӇ ttQKÿѭӧc segment tҥLÿӏDÿLӇm gӣi dӳ liӋu cNJQJQKѭWKӡi gian gӣi dӳ liӋu Khoҧng cich giӳa hai segment chtnh lj khoҧng cich mj QJѭӡi dng di chuyӇQÿѭӧc, khi hӋ thӕng ttnh toin khoҧng cich giӳDKDLVHJPHQWÿӗng thӡi cNJng sӁ OѭXOҥi thӡi gian mj khoҧng cich ÿy ÿѭӧc ttnh toiQÿӇ ӣ nhӳng lҫn ttnh khoҧng cich cho cic segment sau, hӋ thӕng sӁ bӓ qua cic segment cNJ vӟi nguyên tҳc chӍ xem xpt ttnh khoҧng cich cho nhӳng segment cy thӡi gian ghi nhұn lӟQKѫQKRһc bҵng thӡi gian ttnh khoҧng cach gҫn nhҩt Vt dө trong hunh 16, dӳ liӋXÿҫu tiên gӣi vӅ lj segment 1 tҥi thӡLÿLӇm Time 1, dӳ liӋu tiӃp theo gӣi vӅ lj segment 2 ӣ thӡLÿLӇm Time 2, l~c njy hӋ thӕng ttnh toin khoҧng cich giӳa segment 1 vj 2 lj GVDXÿy sӁ gin khoҧng cich di chuyӇn ÿѭӧc cӫDQJѭӡi dQJ'LVWDQFH Gÿӗng thӡi ghi lҥi thӡLÿLӇm ttnh toin lj Time 2 vu gian ܜ lj cҫn thiӃWÿӇ ttnh ra sӕ ÿLӇm WKѭӣng ۾ ൌ ܛǤ ܜǤ ܌ (1)
1KѭQJÿӇ ÿѫQJLҧn hya quy trunh cNJQJQKѭYu thӡi gian giӟi hҥn, qui trunh thӱ nghiӋm sӁ diӉn ra vӟi hai hӋ sӕ njy bҵQJÿLӅu nj\WѭѫQJӭng vӟi tҩt cҧ cic tuyӃQÿѭӡng, mӛi km di chuyӇn sӁ ÿѭӧc ttnh lj ÿLӇm ӬQJGөQJQj\FyWKӇWuPWKҩ\WUrQ3OD\6WRUHYӟLWrQJӑL³&ҧQKEiR77*7´YjOLQN https://play.google.com/store/apps/details?id=com.hcmut.admin.bktrafficsystem
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Bҧng 2 Thӡi gian phҧn hӗi cӫa phҫn mӅm UTraffic
Sӵ kiӋn Thӡi gian phҧn hӗi (ms)
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HiӇn thӏ tình trҥng giao thông cӫDÿRҥQÿѭӡng 2026
HiӇn thӏ tình trҥng giao thông cӫDÿRҥQÿѭӡng 3292
Gӱi báo cáo tình trҥng giao thông 762
Tìm kiӃPÿӏDÿLӇm bҩt kì 1205
7uPÿѭӡQJÿLYӟi khoҧng cách 2km (qua 2-4 giao lӝ) 880
7uPÿѭӡQJÿLYӟi khoҧng cách 4km (qua 3-6 giao lӝ)
Hunh 17 Giao diӋn mjn hunh chtnh cӫa UTraffic
KLGLFKX\ӇQWUrQFiFWX\ӃQÿѭӡQJJLDRWK{QJYӟL87UDIILFÿmFjLÿһWYjORFDWLRQ VHUYLFHÿѭӧFEұWPӛLNPGLFKX\ӇQQJѭӡLGQJVӁQKұQÿѭӧFPӝWÿLӇPWKѭӡQJ ĈLӇPWKѭӣQJQj\VӁÿѭӧFWuPWKҩ\GѭӟLWDE1JѭӡLGQJặ 4XҧQOờYRXFKHr
Hunh 18 HiӇn thӏ ÿLӇPWKѭӣng trong UTraffic
Cic hoҥWÿӝng hӛ trӧ (Additional Activities) - Quҧn lê voucher
Cic loҥLYRXFKHUÿѭӧc tҥo ra vj OѭXӣ GDWDEDVHQKѭQJFҫn cy mӝt giao diӋQÿӇ thuұn tiӋn cho viӋc thêm vj chӍnh sӱa cic thông tin cӫa cic loҥi voucher njy Giao diӋn web cӫa phҫn quҧn lê YRXFKHUQKѭWURQJKunh 19
Hunh 19 Mjn hunh quҧn lê voucher
Cic thông tin cҫn thiӃt khi tҥo voucher bao gӗm [41]: x Tên: cӫDYRXFKHUÿӇ QJѭӡi dng nhұn biӃWÿѭӧc x ĈLӇm: sӕ ÿLӇPWKѭӣQJWѭѫQJӭQJÿӇ cy thӇ ÿәLÿѭӧc voucher njy x Nӝi dung: chi tiӃt vӅ YRXFKHUQKѭPӋnh gii, ÿLӅu kiӋn sӱ dөQJô x Sӕ Oѭӧng: sӕ voucher tӕLÿDFy thӇ sӱ dөQJÿѭӧc Thông tin nj\ÿӇ ÿҧm bҧo sӕ lҫQYRXFKHUÿѭӧFÿәLNK{QJYѭӧt qui sӕ lҫn voucher hiӋn cy Trong qui trunh thӱ nghiӋm thu sӕ Oѭӧng voucher sӁ WѭѫQJӭng vӟi thҿ cjo cy trҥng thii
0 (cy nghƭa lj FKѭDVӱ dөng) trong trang Thҿ cjRQKѭWURQJKunh 20 x Loҥi: bao gӗm ba hunh thӭc khic nhau: card-mobi cho thҿ cjo cӫa mҥng
Hunh 20 Mjn hunh danh sich thҿ cjo
Hunh 21 Cic thông tin khi tҥo voucher
1Kѭÿm nêu trong [35], dӳ liӋu cӫa hӋ thӕQJÿѭӧFOѭXWUӳ ӣ FѫVӣ dӳ liӋu MongoDB Cic dӳ liӋu vӅ giao thông lj sҹn cy WX\QKLrQWK{QJWLQQJѭӡi dQJFKѭDÿѭӧFOѭXOҥi vu WUѭӟFÿk\hӋ thӕng chӍ dng dӳ liӋXÿӇ xӱ lê tunh trҥQJJLDRWK{QJĈӇ cy thӇ ttnh toiQÿѭӧc khoҧng cich vj ÿLӇPWKѭӣQJFKRQJѭӡi dQJÿm cy mӝWWUѭӡng dӳ liӋu thӕng vj mӑi hoҥWÿӝng cӫa QJѭӡi dng sӁ ÿѭӧc theo d}i qua mm sӕ njy Hunh 22 lj thông tin vӅ mӝWQJѭӡi dng cӫa hӋ thӕQJÿѭӧc truy xuҩt tӯ MongoDB thông qua phҫn mӅm MongoDB Compass
Hunh 22 Dӳ liӋu vӅ QJѭӡi dQJWURQJFѫVӣ dӳ liӋu
Dӳ liӋu vӅ khoҧng cich vj ÿLӇPWKѭӣng cӫDQJѭӡi dng cNJQJÿѭӧFOѭXWUӳ trong cic collection mӟi cy tên lj Distances Cic ttnh toiQQKѭÿm QrXQKѭWURQJKunh 16 sӁ liên tөFÿѭӧc ttnh toin vj ghi vjo collection mӟi nj\WURQJFѫVӣ dӳ liӋu vj ÿѭӧc dӳ liӋu njy sӁ ÿѭӧc dQJÿӇ hiӇn thӏ lên giao diӋn web vj ӭng dөQJWUrQÿLӋn thoҥLGLÿӝng cӫDQJѭӡi dng Hunh 23 thӇ hiӋn thông tin vӅ khoҧng ciFKWURQJFѫVӣ dӳ liӋu
Hunh 23 Thông tin vӅ khoҧng cich vj ÿLӇPWKѭӣQJWURQJFѫVӣ dӳ liӋu
Hunh 24 thӇ hiӋn cic thông tin nj\ÿѭӧc hiӇn thӏ trên giao diӋn web cӫa hӋ thӕng
Hunh 247K{QJWLQQJѭӡi dng vj ÿLӇm thѭӣng trên giao diӋn web.
TriӇn khai thӱ nghiӋm
*LDLÿRҥn 1 (Tӯ ÿӃn 13/12/2020) ĈӇ thӱ nghiӋm diӉn ra kӏp thӡi, cic nhyPÿm gҩp r~t hojn thjnh cic ttQKQăQJYj giao diӋn cҫn thiӃWÿӇ ÿѭDVҧn phҭm tӟLQJѭӡi dng Sau khi hojn thiӋn vj kiӇm thӱ cic ttQK QăQJ Fҫn thiӃt, vjo ngjy 16/11/2020 87UDIILF ÿm ÿѭӧc chtnh thӭF ÿѭD UD WKӱ nghiӋm vӟLÿӕLWѭӧQJQJѭӡi dQJKѭӟQJÿӃn lj: 6LQKYLrQÿҥi hӑc vj hӑc viên cao hӑFWUѭӡQJĈҥi hӑc Bich Khoa Thjnh phӕ Hӗ Cht Minh, Sinh viên khoa Kinh tӃ vj
Quҧn trӏ WUѭӡng Ĉҥi hӑc Hoa Sen, Sinh viên khoa Công nghӋ thông tin tҥi tUѭӡQJĈҥi hӑF9ăQ/DQJ
Dӏch vө JLDWăQJÿѭDUDWURQJJLDLÿRҥn 1 lj ӭng vӟi mӛi 1,000 km di chuyӇn sau khi cjLÿһt ӭng dөng vj gps bұWQJѭӡi dng sӁ cy ÿѭӧFÿLӇPWKѭӣQJTX\ÿәLÿѭӧc ra 2ÿӗng Sӕ tiӅn nj\ÿѭӧFÿѭDUDGӵDWUrQFѫVӣ ttnh toin chi pht QJѭӡi dng bӓ ra khi di chuyӇn trên cic tuyӃQÿѭӡng
7KHRFөFÿăQJNLӇP9LӋW1DP>@PӭFÿӝWLrXWKө[ăQJFӫDFiFORҥL[HQKѭtrong bҧng 3
Bҧng 3 Mӭc tiêu thө nhiên liӋu cӫa cic loҥi xe miy
&iFGzQJ[HÿѭӧFOLӋWNrӣWUrQOjFiFGzQJ[HSKәELӃQYjPӭFWLrXWKөQKLrQOLӋXFӫDFiFORҥL[HQj\OjNKiFQKDXGRÿһFWtQKYӅÿӝQJFѫSKkQNKӕLĈӇFyÿѭӧFPӭFWLrXKDRQKLrQOLӋXWUXQJEuQKFӫDFiFGzQJ[HWDWtQKWәQJWLrXKDRQKLrQOLӋXFӫDWҩW cҧFiFGzQJ[HVDXÿyFKLDFKRWәQJVӕFiFGzQJ[HWURQJGDQKViFKWDÿѭӧFPӭFWLrXKDRQKLrQOLӋXWUXQJEuQKOj41 OtWNPNK{QJWtQKWӟLFiF\ӃXWӕNKiFKTXDQNKiFQKѭNҽW[HQWҳFKDRPzQFӫD[HVDXWKӡLJLDQVӱGөQJ
WUrQWKӃJLӟLOjWӭFOjYӟLÿѫQYӏWLӅQWӋEӓUDQJѭӡLGQJPRQJÿӧLÿѭӧF KRjQOҥLÿѫQYӏ7ӍOӋQj\OjKLӋXTXҧÿӇWKXK~WQJѭӡLGQJFKҩSQKұQVӱGөQJ PӝWGӏFKYөKRһFVҧQSKҭPQjRÿyÈSGөQJYjREӕLFҧQKӣ thjnh phӕ Hӗ Cht Minh, ӭQJYӟLPӛLNPGLFKX\ӇQQJѭӡLGQJWӕQÿӗQJWKuVӁPRQJPXӕQQKұQOҥLÿѭӧF aÿӗQJ Tuy nhiên chi pht QJѭӡi dng tiêu tӕn khi di chuyӇn trên ÿѭӡng lj không lirQTXDQÿӃn viӋc sӱ dөng UTraffic vj cy sӱ dөng UTraffic hay không thu QJѭӡi dng cNJng sӁ tӕn chi pht WѭѫQJWӵ KӃt hӧp vӟi viӋc cân nhҳc ngân sich vj khҧ QăQJFKLWUҧ WURQJWUѭӡng hӧp sӕ OѭӧQJQJѭӡi dng lj qui lӟQÿӅ tjLÿm ÿѭDUDPӭc chi trҧ lj 60% so vӟi chi pht mj QJѭӡi dng phҧi bӓ UDWѭѫQJӭng vӟi 20 ÿӗng cho mӛi km di chuyӇQÿLӅu nj\WѭѫQJӭng vӟi 1000km di chuyӇQQJѭӡi dng sӁ nhұQÿѭӧFÿӗng
Trong qui trunh thӱ nghiӋm, cy mӝt sӕ lӛi phiWVLQKWURQJGRQJѭӡi dng bio cio x 1Jѭӡi dng không tҥo tji khoҧn mj ÿăQJQKұp bҵng Google sӁ không cy dӳ liӋu vӅ khoҧng cich trong database x Ӭng dөng chӍ cұp nhұWÿLӇPWKѭӣQJFKRQJѭӡi dng sau 10km di chuyӇn x Khi mҩt kӃt nӕi internet hoһc kӃt nӕi internet yӃu, sӕ ÿLӇPWKѭӣng hiӇn thӏ mһc ÿӏnh lj ÿLӇm
Sau thӡi gian triӇn khai thӱ nghiӋPJLDLÿRҥn 1 lj KѫQEDWXҫn, tәng sӕ QJѭӡi dng ghi nhұQÿѭӧc tӯ hӋ thӕng lj QJѭӡi (bao gӗm cҧ QJѭӡi dQJÿm ÿăQJNê WUѭӟc khi thӱ nghiӋm, sӕ QJѭӡLÿăQJNê mӟi lj QJѭӡi), tәQJOѭӧng dӳ liӋu giao thông
Sau khi kiӇm tra vj sӱa cic lӛi trong giai ÿRҥn thӱ nghiӋm mӝt, UTraffic tiӃn hjnh thӵc nghiӋPJLDLÿRҥn hai vӟi cic ttQKQăQJPӟi: x ĈәLÿLӇm lҩy thҿ cjRÿLӋn thoҥLGLÿӝng x Phҧn hӗi vj nhұn xpt ngay tӯ giao diӋn cӫa ӭng dөng x Bұt/tҳt tunh trҥng giao thông trên bҧQÿӗ ÿӇ WăQJWӕFÿӝ tҧi dӳ liӋu vj hiӇn thӏ WK{QJWLQQKDQKKѫQ
MӝWWKD\ÿәi khic trong triӇQNKDLJLDLÿRҥn 2 lj viӋFWKD\ÿәi mӭc trҧ ÿLӇPWKѭӣng ÿӇ thu h~t nhiӅXQJѭӡi dQJKѫQFө thӇ vӟi 300km di chuyӇn (ӭng vӟLÿiӇm WKѭӣQJQJѭӡi dng cy thӇ ÿәLÿѭӧc mӝt thҿ cjRÿLӋn thoҥLGLÿӝng vӟi mӋnh gii ÿӗQJĈLӅu njy cy nghƭa lj vӟi 1000km di chuyӇQQJѭӡi dng sӁ nhұQÿѭӧc KѫQÿӗQJÿk\Oj con sӕ gҫn vӟi tӍ lӋ ÿӅn b mj QJѭӡi dng sӁ chҩp nhұn khi sӱ dөng mӝt dӏch vө QKѭÿm nêu trong phҫn thӱ nghiӋPJLDLÿRҥn 1) Cic mҥQJÿLӋn thoҥLGLÿӝQJÿѭӧc hӛ trӧ WURQJJLDLÿRҥn 2 lj Mobifone, Vinaphone vj Viettel vu ÿk\ lj cic nhj mҥng cy sӕ OѭӧnJQJѭӡi dng lӟn nhҩt vj thҿ cjo cho cic mҥng njy cNJng lj phә biӃn nhҩt
TtQKÿӃn thӡLÿLӇm khi bio cio nj\ÿѭӧc viӃt, sӕ OѭӧQJQJѭӡi dng ttnh toiQÿѭӧc tӯ hӋ thӕng lj 227 nJѭӡi dng vӟLOѭӧng dӳ liӋu thu thұSÿѭӧFWѭѫQJӭng vӟi 3213 km
Khҧo siWÿѭӧc thӵc hiӋQFKRKDLÿӕLWѭӧQJQJѭӡLÿm sӱ dөng UTraffic vj FKѭDVӱ dөng UTraffic nhҵm cy ÿѭӧc gyc nhun khich quan vӅ cic dӏch vө ÿѭDUD1ӝi dung
*RRJOH )RUP 1Jѭӡi thӵc hiӋQ ÿӅ tjL ÿm tәng hӧS HPDLO QJѭӡi dng tӯ hӋ thӕng 87UDIILFVDXÿy gӣi email cy ÿtnh kqm link khҧo siWÿӃn ciFÿӕLWѭӧng njy KӃt quҧ khҧo siWWKXÿѭӧc 30 phҧn hӗi vӟi thӕQJNrQKѭtrong bҧng 5:
Bҧng 5 Thӕng kê mүu khҧo sit
Anh/chҷ cſ sӊ dӅŶŐĜŝҵn thoҢŝĚŝĜҾŶŐƚŚӇӁng xuyên?
Anh/chҷ cſ ƚŚӇӁng xuyên di chuyҳn qua cĄc tuyұŶĜӇӁng cӆa thănh phҺ Hһ Chş Minh?
Anh/chҷ ĜĂŶŐƐӊ dӅng loҢŝƉŚӇҿŶŐƚŝҵn năo?
WŚӇҿŶŐƚŝҵn công cҾng 2 6.7
Anh/chҷ cſ sӊ dӅng ӈng dӅng theo dƁi tŞnh trҢng giao thông không?
Anh/chҷ ĜĄnh giĄ thұ năo vҲ tŞnh trҢng giao thông ӂ Tp HCM?
Sӊ dӅng UTraffic không cҥn nhiҲu nҽ lӌc vҲ trş ſc
Tôi thҤy UTraffic cſ giao diҵn rƁ răng vă dҴ hiҳu
Sӊ dӅng UTraffic không lăm hao tҺn tăŝŶŐƵLJġŶĜŝҵn thoҢi (pin, dӋ liҵu) cӆa tôi
Sӊ dӅng UTraffic giƷp tôi trĄnh ĜӇӄc kҮt xe
Tôi mong muҺn nhҨŶĜӇӄc thү căŽĜŝҵn thoҢi di dҾng khi sӊ dӅng UTraffic
Tôi mong muҺn nhҨŶĜӇӄc voucher giңm giĄ cĄc sңn phҦm/dҷch vӅ khi sӊ dӅng UTraffic
Tôi thҤy mӈc trң ƚŚӇӂŶŐϭϬ͘ϬϬϬĜһng cho 300km di chuyҳn lă hӄp llj
Tôi chҶ sӊ dӅŶŐhdƌĂĨĨŝĐĜҳ Ĝſng gſp dӋ liҵu vă không cҥn nhҨn lҢi phҥŶƚŚӇӂng
Tôi hăi lžng khi nhҨŶĜӇӄĐӇƵĜĆi tăi chşnh khi sӊ dӅng UTraffic
Tôi cſ kұ hoҢch sӊ dӅng UTraffic trong thӁi gian tӀi һng lj 25 83.3
Tôi sҰ tiұp tӅc dƶng UTraffic trong thӁi gian tӀi
Tôi sҰ giӀi thiҵƵhdƌĂĨĨŝĐĐŚŽŶŐӇӁi khĄc sӊ dӅng
Tӯ bҧng 5, cy thӇ thҩ\ÿѭӧc hҫu hӃWQJѭӡi dQJÿѭӧc khҧo sit lj sinh viên cy ÿӝ tuәi tӯ ÿӃQWKѭӡng xuyên di chuyӇn bҵng xe miy qua cic tuyӃQÿѭӡQJWUrQÿӏa bjn Tp.HCM, hay gһp tunh trҥng kҽt xe, cy sӱ dөng ӭng dөng theo d}i giao thông vj ÿinh gii tunh trҥQJJLDRWK{QJWUrQÿӏa bjn lj tӋ Phҫn câu hӓi chi tiӃt thӇ hiӋQÿѭӧc sӵ hji lzng cӫDQJѭӡi dQJÿӕi vӟi UTraffic cNJQJQKѭFic khuyӃn khtch tji chtnh mj thӱ nghiӋPÿѭDUDYj hӑ sӁ cy ê ÿӏnh tiӃp tөc sӱ dөng UTraffic trong thӡi gian tiӃp theo
&KRÿӕLWѭӧng khҧo siWQJѭӡLFKѭDVӱ dөng UTraffic, khҧo siWÿѭӧc thӵc hiӋn bҵng cich phit mүu khҧo sit giҩy trӵc tiӃp KӃt quҧ WKXÿѭӧc 92 mүXWURQJÿy 81 mүu hӧp lӋ vӟi thông tin thӕQJNrQKѭVDX
Anh/chӏ cy sӱ dөQJÿLӋn thoҥLGLÿӝQJWKѭӡng xuyên?
Anh/chӏ cy WKѭӡng xuyên di chuyӇn qua cic tuyӃQÿѭӡng cӫa thjnh phӕ Hӗ Cht Minh?
Anh/chӏ ÿDQJVӱ dөQJSKѭѫQJWLӋn njo?
Anh/chӏ cy hay gһp tunh trҥng kҽt xe?
Anh/chӏ cy sӱ dөng ӭng dөng theo d}i tunh trҥng giao thông không?
Anh/chӏ ÿinh gii thӃ njo vӅ tunh trҥng giao thông hiӋn tҥi?
Qua thӕng kê, cy thӇ thҩ\ÿѭӧc phҫn lӟQÿӕLWѭӧQJÿѭӧc khҧo sit lj sinh viên vj nhân YLrQYăQSKzng vӟLÿӝ Wѭӟi tӯ ÿӃQWKѭӡng xuyên sӱ dөQJÿLӋn thoҥLGLÿӝng vj cy di chuyӇn qua cic tuyӃQÿѭӡQJWUrQÿӏa bjn Tp.HCM CiFÿӕLWѭӧQJÿѭӧc khҧo siWWKѭӡng xuyên gһp tunh trҥng kҽW[HÿDVӕ cy sӱ dөng ӭng dөng theo d}i tunh trҥng giao thông vj ÿinh gii tunh trҥng giao thông lj tӋ tӟi rҩt tӋ
7KDQJÿRÿѭӧc hiӇu lj tұp hӧp cic biӃn quan sit phө cy khҧ QăQJÿRÿҥt dӉ djQJQKѭ nhӳng câu hӓi cy WKDQJÿLӇm r} rjng) mj tұp hӧp nhiӅu biӃn quan sit phө sӁ thӇ hiӋn ttnh chҩt cӫa mӝt yӃu tӕ tiFÿӝng njRÿy Trong vt dө cӫa khҧo siWWURQJÿӅ tji njy,
Theo [39], hӋ sӕ &URQEDFKảV$OSKDFӫa ciFWKDQJÿR tӯ 0.6 trӣ lờn lj ÿӫ ÿLӅXÿLӋQÿӇ xiFÿӏnh lj ciFWKDQJÿROj tin cұy Trong khҧo sit njy, hӋ sӕ njy cӫa ciFWKDQJÿR ÿӅu lӟQKѫQGRÿy ÿҥt yêu cҫXÿӇ tiӃn hjQKEѭӟc tiӃp theo
Phân ttch nhân tӕ khim phi EFA
Ĉinh gii kӃt quҧ ÿҥWÿѭӧc
.ӃWTXҧ WKӵFWLӉQ ĈӅWjLÿm KLӋQWKӵF FKӭFQăQJWtQKWRiQÿLӇPWKѭӣQJÿәLÿLӇPWKѭӣQJOҩ\YRXFKHU YjWKӱQJKLӋPWKӵFWӃFiFWtQKQăQJQj\ FKR87UDIILFPӝWVӕQJѭӡLGQJÿmFyFѫ KӝLWUҧLQJKLӋPPӝWӭQJGөQJ,76YӟLFiFWtQKQăQJKӛWUӧJLDRWK{QJWUrQÿӏDEjQ
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[4] Ban An tojn giao thông Thjnh phӕ Hӗ Cht Minh ³WKiQJ73+&0[ҧ\UD
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[6] ĈjL 7UX\ӅQ +uQK 9LӋW 1DP ³+Ӌ WKӕQJ JLDR WK{QJ WK{QJ PLQK Oj Ju"´ https://vtv.vn/kinh-te/he-thong-giao-thong-thong-minh-la-gi-
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[11] 7RUDO6/HWDO³,QWernet in the development of future road-traffic control
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[13] 'DYLV)'³Perceived usefulness, perceived ease of use, and user acceptance
RIXVHGHYHORSPHQWDQGWHVW´'ecision Sciences, Vol 27 No 3, pp 451-481,
[15] Francisco Javier Rondan-Cataluủa Jorge Arenas-Gaitỏn Patricio Esteban
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[16] Tamilmani, Kuttimani; Rana, Nripendra; Dwivedi, Yogesh; Sahu, G.P.; and
Roderick, Sian, "Exploring the Role of 'Price Value' for Understanding Consumer Adoption of Technology: A Review and Meta-analysis of UTAUT2 based Empirical Studies", PACIS 2018 Proceedings 64, 2018
[17] +DLGRQJ =KDR 6RSKLD $QRQJ /LQL =KDQJ ³8QGHUVWDQGLQJ WKH LPSDFW RI financial incentives on NFC mobile payment adoption: An experimental DQDO\VLV´International Journal of Bank Marketing (SSCI), 2019
[18] Tianshu Sun, Lanfei Shi, Siva Viswanathan, Elena Zheleva ³0RWLYDWLQJ
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[19] 35:HE ³Global Mobile Value Added Services (VAS) Market: Worldwide
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[25] -RUJ6FKDOHNDPS³1HZEXVLQHVVPRGHOVZLWKGDWD3RLQWRI9LHZ´'HORLWWH
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