I HC DUY TN PHNG QUN L KH V O TO SAU I HCPhng 507, Tng 5, K7/25 Quang Trung Tel: 05114-827111( 517 )

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DANH SCH NH HNG TI LUN VN THC S NGNH KHMT KHA 2009-2011

Nng 11/2009

DANH MC NH HNG TI MNG- TRUYN THNG-AN NINH MNG V AN TON D LIU NH HNG CNG VIC + Nghin cu v cng ngh web ng ngha + Tm kim, trch lc v tng hp thng tin trn Internet bng cc cng c x l t ng v thng ng dng cng ngh ontology vo x l minh ni dung thng tin trn Internet + Phn tch v tng hp thng tin theo m hnh ca mng x hi (social network) + ng dng: Cc h thng h tr tng hp thng tin theo chuyn , h thng hi p thng tin 1 . An ton an ninh mng Nghin cu v pht trin h li BioPKI. Kin trc PKI. Xy dng cc m hnh v giao thc xc thc. Pht hin bt thng trong mng s dng phn tch thng k lu lng v cc phng php quyt nh. Nghin cu cc phng php quyt nh v phn loi cc dng bt thng. p dng trong qun tr mng hoc pht hin cc xm nhp tri php vo h thng mng. Nghin cu v th nghim cc vn lin quan n nhn dng khun mt, nhn dng vn tay, ch vit tay, phn tch cnh, x l lung d liu video. p dng trong cc h thng xc thc. p dng trong nhng bi ton quyt nh nh: nh tuyn ng, iu khin ti u trong mi trng ngu nhin. Cc vn lin quan ti m bo cht lng dch v, cht lng ca qu trnh truyn d liu a phng tin, multicast, nh tuyn trong mng multicast, x l cc lung thng tin video, nn d liu a phng tin. Mng 3G sp c a vo trin khai ti Vit nam v mt trong nhng im tin tin nht ca 3G l kh nng cung cp cc dch v cho ngi s dng. Trong ti ny, hc vin cn nghin cu m hnh cung cp dch v trn mng 3G & xy dng ng dng th nghim Cloud Computing (tnh ton m my) cho php o ha cc phn cng cung cp mi trng my o theo mm do nhu cu ngi s dng. Trong ti ny, hc vin cn tm hiu cc vn l thuyt & ci t th nghim nhm mc ch a ra cc nhn xt nh gi Smart House (nh thng minh) l cng ngh choTrang 1 / 16

TN TI

4.

2 . An ton an ninh mng

3 . Phn loi, nhn dng 4 Hc tng cng v qu trnh quyt nh . Markov T 5 . Truyn thng a phng tin

1

Nghin cu m hnh dch v trn mng di ng 3G & xy dng ng dng th nghim

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Nghin cu m hnh Cloud Computing, ci t th nghim & nh gi Trin khai Smart House vi Web ServiceKHMT-CH-K1

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4 5 1

2

3 4

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php kt ni cc dng c gia nh (TV, t lnh, iu ha, in thoi, v.v..) chng vn hnh theo mt qui trnh ph hp vi cc hot ng ca thnh vin gia nh. V d khi in thoi reo th cc thit b m thanh trong gia nh t ng gim m lng. Cc thit b gia nh hin nay c trang b kh & BPEL nng UPnP (Universal Plug & Plan) da trn Web Service. Trong ti ny, hc vin cn nghin cu BPEL (mt ngn ng cho php nh ngha Work Flow vi cc Web Service) thit lp mt mi trng cho php ngi s dng d dng nh ngha cch kt ni cc thit b trong gia nh. Mng cm bin khng dy v m hnh Nghin cu kin trc v giao thc ca mng khng gian thng minh (Wireless Sensor cm bin khng dy Networks and smart space models) M hnh khng gian thng minh Cng ngh Bluetooth v kt ni mng cc Cng ngh Bluetooth thit b Bluetooth Kt ni mng cc thit b c Bluetooth Nghin cu cc gii php h thng an ninh da trn xc thc a sinh trc v ng dng thut ton xc thc a sinh trc (Mutibiometric Security System) M hnh gii php v xy dng m un xc thc a sinh trc trong h thng an ninh thng tin da trn sinh trc hc BioPKI OpenCA (Mutibiometric Authentication in BioPKI system) Xy dng ng dng ch k s giao dch trong h thng BioPKI (Digital Signature in BioPKI system) ng dng bo mt thng ip trong h thng BioPKI (Message Encryption in BioPKI system) Xy dng ng dng kim sot truy cp mng v giao dch trong h thng BioPKI (Network Access Control in BioPKI system) Thut ton mt m sinh trc v ng dng trong h thng BioPKI (Biometrics Encryption Algorithm and Application in BioPKI system) Nghin cu gii php h thng truyn dng video qua knh v tinh VSAT v ng dng (Streaming Video via VSAT Satellite System) Nghin cu ng dng phng php tin tin nn nh, nn video trong truyn thngKHMT-CH-K1 Trang 2 / 16

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a phng tin (Avanced Image Coding, Avanced Video Compression) Nghin cu gii php cng ngh v xy dng ng dng dch v da trn v tr (Location Based Service and Application) H thng dn ng nh v ton cu GNSS (Global Navigation Satellite System) v ng dng H thng nh v kt hp vi bn s v ng dng - Ti u ha cp pht ti nguyn trong mng IP over WDM - Gii thut ti u v xp x trong thit k, qun tr, chn ng v iu khin, gim st s c, bo v mng... - Xy dng cc phn mm/module m phng v nh gi hiu nng trn nn tng ns-2 - Cc gii thut tin tin trong x l d liu nh v GNSS - GNSS v ng dng trong cc lnh vc khc nhau - Pht trin ng dng LBS trn h tng mng 3G - Cc gii php lp lch trn nn tng a li multicore trong bi ton tnh ton phn tn - H thng qun l v gim st tc v trong tnh ton phn tn Nghin cu v nguyn l, m hnh v trin khai ng dng; cng ngh lp trnh mng, mi trng Internet

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Mng quang hc th h mi WDM optical networks

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H thng v tinh dn ng nh v ton cu GNSS v ng dng H thng tnh ton phn tn trn Internet: Volunteer Computing

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1 Nguyn l, m hnh ng dng v cng . ngh pht trin pht trin cc h ng dng phn tn 2 Cng ngh tc t thng minh (Intelligent Nghin cu m hnh tc t thng minh v ng dng . Agent) v ng dng trn mi trng mng (Internet). H thng Call Center ting Vit - ISGVCC v phn mm CRM m m vTiger. M rng thm cho chc nng ACD (phn phi cuc gi t ng) ca Call Center hay ni cch khc - thm tnh nng qun l thoi cho h CRM. Trng i hc l ni qun l s lng ln ging vin v sinh vin, s tng tc - trao i thng Nghin cu, trin khai dch v cung cp tin mt cch nhanh chng thun tin s to iu 4 thng tin tng tc qua mng vin thng kin nng cao cht lng dy v hc. Hnh thc . cho trng i hc tng tc cung cp thng tin qua Voice, SMS s gip rt ngn qu trnh trao i thng tin, gim chi ph vn hnh v c thm thng tin cho qu trnh h tr ra quyt nh. 5 Xy dng m hnh v qun tr CSDL vin Nghin cu m hnh, phn tch, thit k v ci t 3 Pht trin gii php Contact Center (tch . hp Call Center v CRM)KHMT-CH-K1 Trang 3 / 16

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thm quc gia dng chung Cung cp cht lng dch v cho mng Sensor. Voice over Wireless LAN Cung cp cht lng dch v cho mng TCP/IP

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Nghin cu tm hiu EAI (Enterprise Application Intergration), xut m hnh p dng thc t

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Nghin cu tm hiu bi ton sao lu d liu phn tn (distributed replication), ng dng vo vic trin khai h thng portal m ngun m

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Gii php phn phi phn mm phn tn s dng P2P

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Sng qui phn tn v di tr m

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H qun tr mng m ngun m

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Web security: vulnerability analysis and protection solutions Nghin cu- xy dng gii php phng v cho mt s hnh thc tn cng nguy c trn cc ng dng Web DesigningKHMT-CH-K1

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scalable

load-balancing

h c s d liu vin thm dng chung Tm hiu, pht trin cc c ch cung cp dch v mi cho mng Sensor. Kho st cc c ch truyn ting ni qua mng Wireless LAN Kho st nh hng ca cc loi dch v khc nhau ca cu trc Differentiated Services n cht lng ca giao thc TCP. Nghin cu m hnh cc ng dng c bn trong mt t chc Nghin cu lung thng tin trao i gia cc ng dng Nghin cu tm hiu cc cng ngh trao i thng tin gia cc ng dng xut m hnh chun trao i thng tin gia cc ng dng cho mt n v c th (Doanh nghip, trng i hc, .....) Nghin cu tm hiu cc m hnh sao lu d liu Nghin cu tm hiu cc cng ngh sao lu d liu Nghin cu tm hiu cc d liu ca portal xut m hnh v cng ngh thc hin sao lu d liu cho portal (m ngun m) Nghin cu tm hiu cc c ch phn phi phn mm phn tn Nghin cu tm hiu m hnh P2P v cc cng ngh trin khai xut m hnh phn phi phn mm phn tn P2P Nghin cu tm hiu m hnh di tr m v cc cng ngh lin quan Nghin cu tm hiu m hnh sng qui phn tn xut m hnh trin khai sng qui phn tn bng di tr m Nghin cu bi ton qun tr mng cho h thng mng a min nh tuyn Nghin cu cc phn mm qun tr mng m ngun m xut gii php s dng phn mm qun tr mang m ngun m - c khai ph cc bi bo khoa hc. Xc nh bi ton/ vn hp, c th -Tp trung nghin cu cc gii php sn c. Tm cc cng c (c th l m ngun m) hoc t xy dng th vin pht trin API. -Pht trin lun vn -Vn : Cc mng x hi ln cn c ch c bitTrang 4 / 16

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cn i ti trong h thng cc servers. webserver Nghin cu cc k thut cn bng ti: nh gi ti Thit k b phn ti cho cc cm my ch -- c ch bo hiu thut ton phn ti. trang Web ln m bo kh nng nhanh -Xy dng gii php ci tin, m hnh ha, th chng m rng h thng nghim m hnh -Hon thin h thng. Pht trin lun vn Distributed Hash Tables (DHT) for P2P networking: techniques and applications K thut bng bm phn tn -- Distributed Hash K thut bng bm phn tn v pht trin Table; S dng cng c OpenDHT pht trin ng dng mng ngang hang. ng dng P2P Mt s hng cng vic c th -M phng mng wireless v giao thc nh tuyn trn Network Simulator NS2 Distributed algorithms in wireless sensor -Gii quyt vn ci h: cc thut ton theo chin thut greedy thng khin giao thng tp networks: data-centric storage and routing trung cao quanh ven h, gy tc ngn ci Thut ton trn mng cm bin khng dy: tin thut ton thut ton nh tuyn trong mi lu tr hng d liu v nh tuyn trng a hnh xu. -Lu tr phn tn v truy xut d liu trn mng wireless sensors: v d ng dng vn th tr em mun tm xem hu cao c ang u? ; phng php bng bm phn tn (DHT)

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DANH MC NH HNG TI CNG NGH PHN MM TN TI Software Maintenance: Mining source code for function relations using graph algorithms 5 Bo tr phn mm: Khai ph thng tin lin h gia cc hm ca mt b m ngun ln, s dng thut ton th. 1. nh hng Software Metrics. Bi ton o phn mm hng dch v - Phng php t ng xc nh phc tp phn mm NH HNG CNG VIC -Bi ton: khi bo tr mt h thng c m ngun ln, ta thng cn tm bit cc hm c lin quan gn gi vi mt hm cho (ang quan tm) gi thit thiu ti liu API (giao din lp trnh cho ng dng) - Thut ton Random-Walk trn th gi thc hin gia cc hm. -Xy dng ng dng m phng v th nghim K tha cc kt qu nghin cu t cc sinh vin kho trc: tm hiu bi ton nh gi tin cy phn mm v cc thuc tinh cht lng khc. Cc m hnh ton hc m hnh ha tin cy (Markov, Bayesian Belief Networks, ). Xy dng phn mm th nghim gii thut xc nh tin cy da trn dch v.Trang 5 / 16

KHMT-CH-K1

2.

nh hng Software Metrics. ng dng m hnh Markov nh gi cc thuc tnh cht lng ca phn mm chu li (thuc tnh tin cy, tnh p ng)

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nh hng Business Intelligence. Bi ton Qun tr Cng ngh Thng tin (IT-Governance)

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nh hng Code Optimization Secure Coding Phn tch Source Code v cc gii php nng cao k thut vit m (Code Optimization Secure Coding) (Lm nghin cu cng vi nhm NCS v cao hc ca GS Bertand Meyer) nh hng Software Verification and Testing (Lm nghin cu cng vi nhm NCS v cao hc ca GS Bertand Meyer)

5.

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nh hng nghin cu OPC UA nh hng nghin cu H thng gim st & iu khin cc thit b ngoi vi dng OPC UA (OPen Connectivity via open standards Unified Architecture) nh hng Cloud computing Cloud computing, Mapreduce v Gii php tm kim theo yu cu ngi dng (Object Searching by Request)

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Th nghim, nh gi. Lm vic nhm cng 01 Nghin cu sinh v 12 sinh vin K50 K tha DATN v lun vn thc s ca cc sinh vin kho trc. Xy dng phng php nh gi cc thuc tnh cht lng ca phn mm chu li p dng cc m hnh Markov khc nhau. K tha v s dng cng c SHARPE 2000. Th nghim thc t. Lm vic cng 1-2 sinh vin K50 K tha cc nghin cu ca sinh vin cao hc v i hc kha trc v qun tr CNTT tip tc pht trin v Qun tr d n CNTT-TT. Lm vic cng 1-2 sinh vin K50. Kt hp nghin cu cng nhm nghin cu ca GS. Tharam Dillon (Curtin University) K tha lun vn thc s ca sinh vin cao hc kha trc. Tm hiu cc k thut lin quan: Source Code Analysis, Secure coding v Code optimization. Tm hiu cc gii thut v nguyn l lin quan. Xy dng mt/mt s gii thut v nguyn l h tr Source Code Analysis, Secure coding v Code optimization. nh gi th nghim. Tm hiu cc k thut lin quan: Software Verification and Testing. Tm hiu cc gii thut v nguyn l lin quan. Xy dng mt/mt s gii thut v nguyn l h tr Software Verification and Testing. Xy dng phn mm th nghim trn Eifel ca GS. Meyer trng H ZTH (Thu s) + Nghin cu cng ngh OPC v OPC UA cng vi cc ng dng ca chng. + Xy dng gii php phn tch thit k h thng gim st v iu khin tin trnh da trn c t mi nht ca OPC Foundation. + Thit k OPC UA Server, Client. Trin khai th nghim. Lm vic nhm cng 01 Nghin cu sinh v 12 sinh vin K50 Tm hiu cc mi trng khc nhau p dung m hnh m my (Google Apps, Microsoft Azure, IBM Cloud). Xy dng ng dng th nghim gii thut Mapreduce.Trang 6 / 16

KHMT-CH-K1

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nh hng Schema Matching Bi ton tm kim v trch rt thng tin t cc ngun d liu ln.

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Xy dng cng thng tin vi m ngun m da trn kin trc SOA

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ng dng Semantic Web trong CNPM Gim st thu thp trch chn thng tin t Web phc v h thng qun l tri thc da trn Semantic Web.

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Thut ton tm kim theo yu cu ngi dng s dng Object Searching. Th nghim thc t. Tm hiu v XML v bi ton m hnh ha. S dng XML lu tr v i snh thng tin. Tm kim thng tin gn ng da trn cc phng php nh gi khc nhau. K tha kt qu i snh Schema XML t 01lun vn cao hc nm 2009. + Nghin cu kin trc SOA, Web service, EAI + Nghin cu cng ngh ESB dng trong SOA + Nghin cu cc phn mm h tng cng thng tin dng m ngun m: Liferay, uPortal,... + Nghin cu cc c ch m bo hiu nng ca cng thng tin (load balancing, database tuning,..) + Tm hiu xy dng cc ng dng, university portal, e-government Xy dng nn tng cng c tr gip bo tr v ti s dng m da trn cc thng tin ch thch hu ch to ra trong cc giai on pht trin phn mm Nghin cu gii php gim st cc ngun thng tin (Web site, th vin in t, CSDL online) sinh t ng v bn t ng cc tri thc hu ch cho mt cng ng

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Dch v Web ng ngha pht hin v Tm hiu cc nn tng pht trin dch v Web tch phi dch v (service discovery and ng ngha v ng dng. composing) ng dng Wiki ng ngha trong pht trin h Semantic Wiki thng lm vic cng tc. Pht trin thut ton i snh trch chn ng dng Web ng ngha, trch chn thng tin thng tin t ti liu trong d n phn sinh cc ch thch ng ngha v s lin quan mm gia cc artifact trong d n phn mm - Tm hiu v dch v, cc tiu ch ngoi chc nng t ra cho cc phn mm di dng dch v - Nghin cu m hnh tch phi dch v + khung tch phi dch v theo cc tiu ch m Tch phi cc phn mm di dng dch bo an ton (bi bo + ti liu lin quan do GV v theo cc tiu ch ngoi chc nng cung cp) - La chn cc tiu ch ngoi chc nng v xut m rng khung tch phi theo cc tiu ch ny - Xy dng th nghimKHMT-CH-K1 Trang 7 / 16

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ng dng kin trc hng dch v (SOA) trong tnh ton m my (cloud computing)

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Phn tch v nh gi an ton ca cc dch v web

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Xy dng m hnh nh gi ri ro an ton phn mm hng dch v

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Tnh truy cp thun tin (accessibility) ca cc dch v tch phi trong mi trng ubiquitous

- Tm hiu v SOA, cloud computing - Phn tch v tm ra nhng im tng ng ca SOA v cloud computing trong vic cung cp cc ng dng cho ngi dng - xut m hnh pht trin cc ng dng m my di dng cc dch v tch phi xy dng theo cch tip cn SOA. - Xy dng th nghim - Tm hiu v phn tch cc phng php nh gi an ton cho cc phn mm ni chung: m hnh ha e da, th xm nhp, xem li m ngun - xut xy dng li tiu ch v quy trnh nh gi an ton cho cc dch v web - xut xy dng mi hoc ci tin cng c h tr kim tra / nh gi an ton cho cc dch v web, - Trin khai th nghim nh gi an ton ca mt dch v c th - Tm hiu cc chun qun l ri ro an ton h thng thng tin v phn tch tnh an ton ca phn mm hng dch v - xut m hnh nh gi ri ro v tnh an ton (security risk) cho cc phn mm hng dch v - xut quy trnh pht trin phn mm hng dch v c kh nng gim thiu ri ro v tnh an ton - Trin khai th nghim nh gi ri ro v tnh an ton ca mt phn mm hng dch v c th - Tm hiu cc chun c t tnh truy cp thun tin cho cc dch v web - Phn tch cc c tnh ca cc dch v tch phi xy dng theo cch tip cn SOA (serviceoriented architecture) v cc c tnh ca m hnh tnh ton ubiquitous (ubiquitous computing). - Xc nh cc tiu ch nh gi v xy dng m hnh nh gi tnh truy cp thun tin cho cc dch v trin khai trong mi trng ubiquitous - Xy dng th nghim cng c cho php to ra cc giao din dch v thch nghi vi cc thit b u cui khc nhau theo hng m bo tnh truy cp thun tin.Trang 8 / 16

KHMT-CH-K1

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Trch rt thng tin da trn k thut suy din logic

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Trch rt thng tin da trn k thut hc my

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Xy dng t ng mng x hi theo min ng dng

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Xy dng h thng hi thoi

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Phn gii ng tham chiu v hin tng tnh lc trong hi thoi Nghin cu thit k cng c to bi ging Authoring Tool theo chun SCORM.

3

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Thut ton metaheuristic gii bi ton cy khung truyn thng ti u

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Phn tch nh hng ca cc k thut m ho cy i vi gii thut di truynKHMT-CH-K1

Nghin cu phng php sinh t ng lut trch rt da trn suy din logic v ci t h thng - u vo: tp cc trang web v lnh vc ng dng - u ra: C s d liu v lnh vc Nghin cu phng php sinh t ng lut trch rt da trn hc my, ci t h thng - u vo: tp cc trang web v lnh vc ng dng - u ra: C s d liu v lnh vc - Xy dng modul t ng thu thp thng tin trn mng v lnh vc ng dng - Xy dng modul trch rt thng tin da trn tp lut trch rt c xy dng th cng - Xy dng modul trnh din thng tin di dng mng x hi. Nghin cu cc k thut phn tch cu hi v sinh cu tr li. Bi ton gii hn trong 1 min ng dng nht nh (nh CSDL v du lch, vin bo tng, ) , d liu c t chc di dng CSDL quan h - Vo: cu hi trong on hi thoi - Ra: cu tr li, thng ng vi gi tr 1 trng thuc tnh trong 1 bn ghi CSDL - Cc dng cu hi: v thi gian (when), v a im (where), v tc gi (who), v ni dung (describe, what is) - Nghin cu cc k thut x l i t v cc t ng tham chiu trong hi thoi - Nghin cu cc k thut x l hin tng tnh lc trong hi thoi Nghin cu chun SCORM nh gi cc Authoring Tools Pht trin Authoring Tools theo m ngun m Tm hiu bi ton cy khung truyn thng ti u Tm hiu cc thut ton metaheuristic Pht trin thut ton metaheuristic gii bi ton cy khung truyn thng ti u Tin hnh thc nghim vi cc b d liu test th mu Phn tch nh gi hiu qu ca thut ton ngh. Tm hiu gii thut di truyn Tm hiu cc k thut m ho cyTrang 9 / 16

gii bi ton ti u trn cy.

3

Phng php phn r v sinh ct gii bi ton qui hoch nguyn v ng dng

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Pht trin phng php v xy dng h thng gi (Methodology development and implementation of a recommender system).

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Pht trin phng php c nhn ha website cho ngi dng di ng (Website personalization for mobile users), v xy dng h thng th nghim.

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Pht trin phng php cho bi ton phn loi (hoc d on) da trn hc my (Classification/Prediction problems based on machine learning), v xy dng h thng th nghim.KHMT-CH-K1

Tin hnh th nghim gii thut di truyn vi cc k thut m ho cy khc nhau gii bi ton ti u trn cy Phn tch kt qu tnh ton, a ra nh hng s dng cc k thut m ho. Tm hiu m hnh quy hoch nguyn Tm hiu phng php phn r trong qui hoch nguyn Tm hiu phng php sinh ct Tm hiu cc ng dng ca hai phng php phn r v sinh ct vo vic gii mt lp bi ton qui hoch nguyn c th Tin hnh ci t thut ton v lm thc nghim trn cc b d liu mu Phn tch kt qu, nh gi hiu qu ca thut ton. Xc nh bi ton gi c th (v d: h thng gi trong lnh vc thng mi, du lch, gii tr, hc tp v o to, sc khe v y t, ). Pht trin phng php gi (recommendation methodology) ph hp vi bi ton t ra. Thit k v ci t th nghim h thng gi . Tin hnh cc th nghim (tests) kim chng tnh hiu qu ca phng php v tnh hu dng ca h thng. Xc nh i tng no ca website s c c nhn ha: ni dung (contents), lin kt (links), cch b tr (layout), Pht trin phng php c nhn ha website cho ngi dng di ng. Thit k v ci t th nghim h thng website c c nhn ha cho ngi dng di ng. Tin hnh cc th nghim (tests) kim chng tnh hp l v hiu qu ca phng php c nhn ha website cho ngi dng di ng. Xc nh bi ton phn loi (classification problem) hoc d on (prediction problem) c th (v d: documents classification, Web pages categorization, word sense prediction, email spam filtering, network packets categorization, financial prediction systems,Trang 10 / 16

medical and health prediction systems, ). Pht trin phng php phn loi (hoc d on) ph hp vi bi ton t ra, da trn hc my (machine learning). Ci t h thng th nghim. Tin hnh cc th nghim (tests) kim chng tnh hiu qu ca phng php c c, v so snh vi cc phng php hc my truyn thng khc. DANH MC NH HNG C S D LIU- THIT K HNG I TNG NH HNG CNG VIC Tm hiu cc k thut thit k CSDL phn tn thun nht : thit k phn on v thit k sp ch Tm hiu cc k thut khai ph d liu: pht hin lt Thit k c s d liu phn tn kt hp v phn cm d liu thun nht s dng cc k S dng cc k thut khai ph d liu thit k phn thut khai ph d liu on v thit k sp ch trong vn thit k CSDL phn tn thun nht Tm hiu bi ton i snh lc trong tch hp d liu Tch hp d liu s dng Tm hiu phng php hc Bayes hng tip cn hc my S dng phng php hc Bayes gii quyt bi ton i snh lc Tm hiu m hnh d liu a chiu v cc CSDL a chiu Tm hiu cc k thut khai ph d liu: pht hin lt Pht hin tri thc t cc CSDL kt hp v phn cm d liu a chiu Pht hin cc lt kt hp nhiu mc v phn cm d liu i vi cc CSDL a chiu Tm hiu m hnh d liu hng i tng v cc CSDL hng i tng Tm hiu cc k thut khai ph d liu: phn loi d Pht hin tri thc t cc CSDL liu, phn cm d liu v tng qut ha hng thuc hng i tng tnh Phn loi d liu vi Cy quyt nh, phn cm d liu v tng qut ha hng thuc tnh s dng cc phn cp khi nim i vi cc CSDL hng i tng TN TI

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DANH MC NH HNG TI TR TU NHN TO, CNG NGH TRI THC, X L NH V THC TI O TN TI NH HNG CNG VIC + Nghin cu cc gii thut pht hin chuyn ng v nhn dng vt th qua hnh nh + Cc gii thut gim st trong giao thng: m xe, o vn tc, pht hin vi phm + Nhn dng bin s xe dng trong nh danh phng tin qua camera + ng dng: h thng theo di hnh nh v thu ph quc l, bi xe to nh,... + Nghin cu cc k thut ghi hnh k thut s: lu tr, tra cu, pht hin s kin + Hi tho trc tuyn (video conferencing) + H thng theo di nhiu camera qua mn hnh ln (video wall) + Biu din cc tri thc, kinh nghim ca chuyn gia di hnh thc ca ontology + Suy din da trn cc trng hp lu tr trong ontology + Cc ng dng: h thng t vn h tr elearning, ehealth, h thng FAQ Tm hiu v cc thut ton x l tn hiu, cc b x l tn hiu v ng dng trong x l cc tn hiu trong thc t Tm hiu cc thut ton phn tch, tng hp hoc nhn dng ting ni, ngi ni v ng dng Tm hiu v m hnh m Xy dng m hnh, xc nh cc tham s m hnh, la chn min ng dng Phn tch, nh gi v xut gii php trin khai vn c la chn Tm hiu v tp m loi hai, i s gia t, h logic m Phng php suy lun xp x vi tp m loi hai da trn i s gia t, la chn b d liu th nghim Phn tch, nh gi v xut gii php trin khai vn c la chn Tm hiu v logic m t m, C php v ng ngha cho ton t bin i khi nim Cc bi ton dn xut, bao hm, La chn th nghim Phn tch, nh gi v xut gii php trin khai vn c la chn Tm hiu v bin ngn ng v cu trc min gi tr ngn ngTrang 12 / 16

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X l nh trong cc h thng gim st camera

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X l video s vi IP camera

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Cc h thng tri thc da ontology

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X l v cc b x l tn hiu X l ting ni nh hng 1: M hnh ho m v ng dng

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nh hng 2: H logic m loi hai da trn i s gia t

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nh hng 3: Logic m t vi ton t bin i khi nim nh hng 4: Tnh ton vi t

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Xc nh ng ngha cc nhn v cc phng php x l Phn tch, nh gi v xut gii php trin khai vn c la chn Tm hiu v ra quyt nh (chc chn, khng chc chn, nh hng 5: Cc m hnh v a thuc tnh, a tiu chun, a mc tiu ) k thut gii bi ton ra quyt Cc phng php m hnh ho, m phng, lp lch, nh, m phng, lp lch, ... Phn tch, nh gi, trin khai, th nghim 1 M ha ting Vit dng cho Nghin cu l thuyt v thc nghim v tn hiu ting . in thoi ni ting Vit v m ha dng cho in thoi. 2 . FPGA dng cho x l tn hiu 3 . H nhng nhn dng ting Vit 4 . H nhng tng hp ting Vit Nghin cu l thuyt v thc nghim v cng ngh FPGA trong x l tn hiu Nghin cu l thuyt v thc nghim v h nhng nhn dng ting Vit. Nghin cu l thuyt v thc nghim v h nhng tng hp ting Vit. Tm hiu v ng cnh thc hin tm kim thng tin: phm vi & nh hng, m hnh ha v qun ly Tm hiu v ci tin cc k thut tm kim tng mc ph hp ca kt qu tm kim da trn thng tin ng cnh Tm hiu v trin khai ng dng (v d: qun ly ti liu khoa hc, cng thng tin dch v du lch) Tm hiu v tm kim t kha trong c s d liu c cu trc Tm hiu cc k thut: sp xp kt qu (ranking), tm kim xp x da trn ng ngha (semantic-based search), tm kim xp x da trn ng cnh Tm hiu v trin khai ng dng (v d: qun ly ti liu khoa hc, cng thng tin dch v du lch) Tm hiu v mi trng di ng Tm hiu cc k thut v 1 trong cc vn : (i) an ton thng tin, (ii) nh v v nh danh, (iii) thch nghi dch v da trn ng cnh (ngi dng, v tr, ti nguyn h thng) Trin khai ng dng (v d: dch v thng tin v du lch/thm quan, h thng trong bnh vin/trng hc, )

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Truy vn thng tin da trn ng cnh (Context-based Information Access)

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Tm kim da trn t kha trong c s d liu

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Dch v thng tin trong mi trng di ng

CC CNG NGH TNH TON SONG SONG, TNH TON LI, IN TON M MY...

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STT

TN TI Tn ti/nh hng lun vn Cng ngh tnh ton li v ng dng trong bi ton lu tr, chia s v pht hin gian ln trong h thng lin th vin n, lun vn tt nghip

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ng dng cng ngh tnh ton li trong vic xy dng c s d liu gen v cc dch v tin sinh

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Nghin cu cc gii thut song song trn cc h thng tnh ton a li, nhiu li phc v mt s bi ton tin sinh nh bt cp trnh t, xc nh gen t trnh t DNA, ch gii chc nng gen

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Nghin cu mt s gii thut thm m s dng cng ngh tnh ton song song trn cc b x l ha

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Cc m hnh ngn ng lp trnh h tr song song d liu

NH HNG CNG VIC Ni dung cng vic Thit k c s d liu n, lun vn tt nghip trn nn li d liu ng dng cho h thng lin th vin Pht trin cc dch v khai thc th vin Nghin cu cc gii php pht hin gian ln da trn k thut i snh vn bn Nghin cu, thit k c s d liu gen trn nn li d liu Nghin cu, pht trin mt s dch v li phc v cc bi ton tin sinh Xy dng cng khai thc dch v tin sinh chy trn nn li Nghin cu mt s bi ton tin sinh nh bt cp trnh t, xc nh gen t trnh t DNA, ch gii chc nng gen Nghin cu cc gii thut song song cho cc bi ton tin sinh, ph hp vi kin trc a li/nhiu li Pht trin v nh gi gii thut Nghin cu cc k thut thm m cho mt s h m ph bin Kt hp cc k thut t in v vt cn trong bi ton xc nh mt khu t cc m hm bm ng dng cng ngh tnh ton song song a li/nhiu li trong bi ton xc nh mt khu t m hm bm Nghin cu m hnh song song d liu Nghin cu mt s mi trng lp trnh h tr song song d liu nh CUDA, OpenCL Nghin cu v pht trin mt s cu trc ngn ng lp trnh h tr song song d liu.

MI CHI TIT CN T VN V TI V GVHD, XIN LIN H: MR Nh, 0905155544 Email: nguyengianhu@duytan.edu.vn

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