Danh sch ti tiu lunMn hc: Cng ngh phn mm hng agent

Lu : - hc vin, sinh vin c khuyn khch t xut ti tiu lun nm ngoi phm vi danh sch ny, vi s chp thun ca ging vin!- hc vin, sinh vin c khuyn khch tm ti liu tham kho ngoi nhng ti liu trch dn trong ti liu ny!

Table of Contents1. Cc ti hng thc hnh..............................................................................................................3

ti s 1.1: Pht trin mt h a agent da trn nn JADE: ng dng mua bn online 3 ti s 1.2: Pht trin mt h a agent da trn nn JADE: ng dng lp thi kha biu chung ................................................................................................................................3 ti s 1.3: Pht trin mt h a agent da trn nn JADE: ng dng t vn khch hng online ................................................................................................................................3 ti s 1.4: Pht trin mt h a agent da trn nn JADE: ng dng game n gin. 4 ti s 1.5: Xy dng mt ontology da trn Protg...................................................4 ti s 1.6: Dng h a agent m phng ngi tham gia giao thng da trn GAMA 1.5.....4 ti s 1.7: Dng h a agent m phng ngi chy thot him trong m chy ti cc ta nh ln da trn GAMA 1.5..............................................................................................5 ti s 1.8: Dng h a agent m phng m chy rng da trn GAMA 1.5..............5

2. Cc ti hng phng php lun.................................................................................................7 ti s 2.1: Khi no nn p dng cng ngh a agent?..................................................7 ti s 2.2: Phn tch thit k h a agent theo phng php MaSE v agentTool.......7 ti s 2.3: Phn tch thit k h a agent theo phng php Gaia...............................7 ti s 2.4: Phn tch thit k h a agent theo phng php SODA............................8 ti s 2.5: Phn tch thit k h a agent theo phng php AALAADIN.................8 ti s 2.6: Phn tch thit k h a agent theo phng php Tropos............................8 ti s 2.7: Phn tch thit k h a agent theo phng php AUML..........................9 ti s 2.8: Phn tch thit k h a agent theo phng php MASSIVE.....................9 ti s 2.9: Phn tch thit k h a agent theo phng php CoMoMAS...................9 ti s 2.10: Phn tch thit k h a agent theo phng php MAS-Common KADS10 ti s 2.11: Phn tch thit k h a agent theo phng php MESSAGE................10

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ti s 2.12: Phn tch thit k h a agent theo phng php ZEUS.........................10 ti s 2.13: Phn tch thit k h a agent theo phng php Prometheus................11 ti s 2.14: Phn tch thit k h a agent theo phng php OPM/MAS ................11 ti s 2.15: Phn tch thit k h a agent theo phng php ODAM ......................12 ti s 2.16: Phn tch thit k h a agent theo phng php ASPECS ...................12 ti s 2.17: Phn tch thit k h a agent theo phng php SONIA.......................12

3. Cc ti hng kin trc bn trong ca agent ............................................................................14 ti s 3.1: Tm hiu cc kin trc n gin ca agent ..............................................14 ti s 3.2: Agent BDI (Belief - Desire - Intention).....................................................14 ti s 3.3: Agent di ng (Mobile agent)...................................................................14 ti s 3.4: So snh agent v object.............................................................................15

4. Cc ti hng tng tc gia cc agent ....................................................................................16 ti s 4.1: Ngn ng giao tip agent ACL..................................................................16 ti s 4.2: Ngn ng x l v truy vn tri thc ca agent KQML ............................16 ti s 4.3: Cc m hnh tng tc trong h a agent..................................................16

5. Cc ti lin quan n h a agent m........................................................................................18 ti s 5.1: Tm hiu cc h a agent m.....................................................................18 ti s 5.2: Vai tr (role) ca agent trong cu trc t chc h a agent ......................18 ti s 5.3: agent trong cu trc h a agent t t chc...............................................19 ti s 5.4: Ti u ha phn tn trong h a agent......................................................19

6. Cc ti lin quan n cc ng dng v k thut nng cao ca h a agent................................20 ti s 6.1: Chin lc u gi cho agent trong thng mi in t...........................20 ti s 6.2: Chin lc u thu cho agent trong thng mi in t.........................20 ti s 6.3: Chin lc thng lng t ng cho agent trong thng mi in t....21 ti s 6.4: Agent trong web ng ngha.......................................................................21 ti s 6.5: Agent h tr con ngi ra quyt nh........................................................21 ti s 6.6: Agent la chn i tc tng tc da trn tin cy (trust).....................22 ti s 6.7: Agent la chn i tc da trn danh ting (reputation)...........................22 ti s 6.8: Agent tng tc vi con ngi..................................................................23 ti s 6.9: Agent suy lun thng minh........................................................................23 ti s 6.10: Agent hc - thut ton k-NN...................................................................24 ti s 6.11: Agent hc - thut ton Naive Bayes........................................................24 ti s 6.12: Agent hc - thut ton Support Vector Machine (SVM).........................24 ti s 6.13: Agent hc - thut ton n-gram.................................................................25

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1. Cc ti hng thc hnh

ti s 1.1: Pht trin mt h a agent da trn nn JADE: ng dng mua bn online

Ni dung: Tm hiu v JADE framework, cc bc phn tch, thit k v code h a agent da trn nn tng JADE. p dng vo phn tch, thit k v code mt ng dng n gin v h a agent (ch trng phn code da trn JADE): xy dng h a agent i din cho ngi bn v ngi mua mc c mua/bn c sn phm

Ti liu tham kho:1, http://jade.tilab.com/2, Fabio L. Bellifemine, Giovanni Caire, and Dominic Greenwood. Developing Multi-Agent Systems with JADE (Wiley Series in Agent Technology). Wiley, April 2007.

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ti s 1.2: Pht trin mt h a agent da trn nn JADE: ng dng lp thi kha biu chung

Ni dung: Tm hiu v JADE framework, cc bc phn tch, thit k v code h a agent da trn nn tng JADE. p dng vo phn tch, thit k v code mt ng dng n gin v h a agent (ch trng phn code da trn JADE): xy dng h a agent, trong mi agent i din cho mt gio vin (c s trng dy mn ring, rng buc thi gian ring) trao i vi agent gio vin khc thng nht thi kha biu chung ca tt c gio vin

Ti liu tham kho:1, http://jade.tilab.com/2, Fabio L. Bellifemine, Giovanni Caire, and Dominic Greenwood. Developing Multi-Agent Systems with JADE (Wiley Series in Agent Technology). Wiley, April 2007.

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ti s 1.3: Pht trin mt h a agent da trn nn JADE: ng dng t vn khch hng online

Ni dung: Tm hiu v JADE framework, cc bc phn tch, thit k v code h a agent da trn nn tng JADE. p dng vo phn tch, thit k v code mt ng dng n gin v h a agent (ch trng phn code da trn JADE): xy dng h a agent i din cc ngi dng la chn cc nh t vn trong h thng c nhiu nh t vn v cc gent ngi dng c kh nng nh gi li ngi t

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vn theo mc hi lng ca thn ch mnh.

Ti liu tham kho:1, http://jade.tilab.com/2, Fabio L. Bellifemine, Giovanni Caire, and Dominic Greenwood. Developing Multi-Agent Systems with JADE (Wiley Series in Agent Technology). Wiley, April 2007.

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ti s 1.4: Pht trin mt h a agent da trn nn JADE: ng dng game n gin

Ni dung: Tm hiu v JADE framework, cc bc phn tch, thit k v code h a agent da trn nn tng JADE. p dng vo phn tch, thit k v code mt ng dng n gin v h a agent (ch trng phn code da trn JADE): xy dng h a agent i din cho cc i th chi tr chi vi ngi hoc chi vi nhau trong cc game i khng n gin nh c caro.

Ti liu tham kho:1, http://jade.tilab.com/2, Fabio L. Bellifemine, Giovanni Caire, and Dominic Greenwood. Developing Multi-Agent Systems with JADE (Wiley Series in Agent Technology). Wiley, April 2007.

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ti s 1.5: Xy dng mt ontology da trn Protg

Ni dung:Protg l mt cng c h tr vic xy dng ontology. ti ny nhm mc ch tm hiu cc bc xy dng ontology. Sau , p dng cc bc ny xy dng mt ontology n gin, da trn cng c Protg.

Ti liu tham kho:1, http://protege.stanford.edu/2,http://protege.stanford.edu/publications/ontology_development/ontology101-noy-mcguinness.html3, http://protege.stanford.edu/amia2003/AMIA2003Tutorial.ppt

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ti s 1.6: Dng h a agent m phng ngi tham gia giao thng da trn GAMA 1.5

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Ni dung:M hnh ha cc phng tin tham gia giao thng nh cc agent vi cc thuc tnh: vn tc, kch c phng tin, hng i,... v cc hnh ng nh: tng tc, gim tc, i thng, r tri, r phi,... v m phng di chuyn ti mt ng t theo tn hiu n .C th nng cao h thng bng cch nh gi v ti u thi gian n sao cho thi gian ch do n hoc do tc ng ti ng t ca mt ngi tham gia giao thng l thp nht.

Ti liu tham kho:1, http://code.google.com/p/gama-platform/2, http://code.google.com/p/gama-platform/wiki/GAMAIntro1513, Manh Hung Nguyen, Tuong-Vinh Ho, Tan Hiep Nguyen. On the Dynamic Optimization of Traffic Lights. In Proceedings of the 4th Conference in Asia Simulation and Modelling (ASIMMOD 2013), Bangkok, Thailand. p.35-42. Janurary 19-21, 2013.

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ti s 1.7: Dng h a agent m phng ngi chy thot him trong m chy ti cc ta nh ln da trn GAMA 1.5

Ni dung:M hnh ha ngi thot him nh cc agent vi cc thuc tnh: vn tc, hng chy, tm quan st, sc khe, sc chu ng, mc bnh tnh,... v cc hnh ng nh: tng tc, gim tc, i thng, r tri, r phi,... v m phng thot him trong mt ta nh cng cng (siu th, vn phng, trung tm thng mi - ch lm vi 1 tng) khi c chy.C th nng cao h thng bng cch nh gi v ti u chin lc thot him l chy theo mi ngi, chy tho mnh, hay chy theo tn hiu ch dn l thot him nhanh nht.

Ti liu tham kho:1, http://code.google.com/p/gama-platform/2, http://code.google.com/p/gama-platform/wiki/GAMAIntro1513, Manh Hung Nguyen, Tuong Vinh Ho and Jean-Daniel Zucker. A Simulation Model for Optimise the Fire Evacuation Configuration in the Metro supermarket of Hanoi. Proceedings of the Ninth International Conference on Simulated Evolution And Learning (SEAL2012), Hanoi, Vietnam, 16-19 December 2012. L.T. Bui et al. (Eds.): SEAL 2012, LNCS 7673, pp. 470479, Springer-Verlag Berlin Heidelberg 2012.4, Manh Hung Nguyen, Tuong Vinh Ho, Thi Ngoc Anh Nguyen and Jean-Daniel Zucker. Which Behavior is best in a Fire Evacuation: Simulation with the Metro supermarket of Hanoi. Proceedings of The 9th IEEE - RIVF International Conference on Computing and Communation Technology. Ho Chi Minh city, Viet Nam, p.183 -- 188, February 27 - March 1, 2012

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ti s 1.8: Dng h a agent m phng m chy rng da trn GAMA 1.5

Ni dung:M hnh ha cy rng nh cc agent vi cc thuc tnh: mc bt la, thi gian chy, v tr,... v cc agent ngi/my bay cu h vi cc hnh ng nh: bay i phun nc dp m chy, i xc nc v nguyn liu t cc trm bm,... v m phng hot ng cu h rng khi c chy.C th nng cao h thng bng cch nh gi v ti u chin lc cu h dp tt m chy nhanh nht.

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Ti liu tham kho:1, http://code.google.com/p/gama-platform/2, http://code.google.com/p/gama-platform/wiki/GAMAIntro151

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2. Cc ti hng phng php lun

ti s 2.1: Khi no nn p dng cng ngh a agent?

Ni dung: ti ny tp trung tm hiu tr li cu hi: khi no, vi h thng c c im nh th no th nn p dng cng ngh a agent, khi no th khng nn p dng cng ngh ny. Ni cch khc, ti ny tm hiu c trng ca lp cc ng dng ph hp vi h a agent.

Ti liu tham kho:1, http://www.springerlink.com/index/H62T52556041X1W3.pdf2, http://www.springer.com/computer/ai/book/978-3-540-78581-13, http://www.springerlink.com/index/fe2qpgk81mupvwul.pdf

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ti s 2.2: Phn tch thit k h a agent theo phng php MaSE v agentTool

Ni dung:MaSE v agentTool l b phng php lun - cng c h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun MaSE. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.21.2907&rep=rep1&type=pdf2, http://www.pa.icar.cnr.it/cossentino/al3tf1/docs/mase4agentlink.pdf3, http://oai.dtic.mil/oai/oai?verb=getRecord&metadataPrefix=html&identifier=ADA4481914, http://www.springerlink.com/index/0pc24utnubkm51u1.pdf

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ti s 2.3: Phn tch thit k h a agent theo phng php Gaia

Ni dung:Gaia l mt phng php lun h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun Gaia. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://www.csc.liv.ac.uk/~mjw/pubs/jaamas2000b.pdf2, http://www.auml.org/auml/documents/Gaia.pdf

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3, http://jade.tilab.com/papers/AT2AI4_Moraitis_final.pdf

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ti s 2.4: Phn tch thit k h a agent theo phng php SODA

Ni dung:SODA l mt phng php lun h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun SODA. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://www.springerlink.com/index/0pw8rqj5kpbdnflx.pdf2, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.126.7619&rep=rep1&type=pdf3, http://lia.deis.unibo.it/Staff/AmbraMolesini/Homepage/talk_pdf/SODA2007.pdf

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ti s 2.5: Phn tch thit k h a agent theo phng php AALAADIN

Ni dung:AALAADIN l mt phng php lun h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun AALAADIN. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1,http://academic.research.microsoft.com/Publication/155444/aalaadin-a-meta-model-for-the-analysis-and-design-of-organizations-in-multi-agent-systems2, http://www.auml.org/auml/documents/MADKit.pdf

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ti s 2.6: Phn tch thit k h a agent theo phng php Tropos

Ni dung:Tropos l mt phng php lun h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun Tropos. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://www.cs.toronto.edu/km/tropos/Fossil.pdf

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2, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.100.8689&rep=rep1&type=pdf3, http://www.dis.uniroma1.it/~seminf/seminars/giorgini.pdf4, http://troposproject.org/files/UML01.pdf

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ti s 2.7: Phn tch thit k h a agent theo phng php AUML

Ni dung:AUML l mt phng php lun h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun AUML. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.11.998&rep=rep1&type=pdf2, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.2.4519&rep=rep1&type=pdf3, http://www.dbd.puc-rio.br/depto_informatica/07_21_gatti.pdf

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ti s 2.8: Phn tch thit k h a agent theo phng php MASSIVE

Ni dung:MASSIVE l mt phng php lun h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun MASSIVE. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://www.wseas.us/e-library/conferences/malta2001/papers/126.pdf2, http://www.miv.t.u-tokyo.ac.jp/papers/etienne-AAMAS06-WS.pdf3, http://www.springerlink.com/index/3u415c93aw7f277a.pdf

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ti s 2.9: Phn tch thit k h a agent theo phng php CoMoMAS

Ni dung:CoMoMAS l mt phng php lun h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun CoMoMAS. p dng phng php ny vo phn tch thit k mt h a agent n gin.

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Ti liu tham kho:1, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.56.1898&rep=rep1&type=pdf2, http://www.springerlink.com/index/m2q022314u6440n8.pdf

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ti s 2.10: Phn tch thit k h a agent theo phng php MAS-Common KADS

Ni dung:MAS-Common KADS l mt b phng php lun - cng c h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun MAS-Common KADS. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://portal.acm.org/citation.cfm?id=7494302, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.99.4499&rep=rep1&type=pdf

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ti s 2.11: Phn tch thit k h a agent theo phng php MESSAGE

Ni dung:MESSAGE l mt phng php lun h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun MESSAGE. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1,http://citeseer.ist.psu.edu/viewdoc/download;jsessionid=3905344C4384F3839EEC75DDCD8C0CB0?doi=10.1.1.21.1262&rep=rep1&type=pdf2, http://www.igi-global.com/bookstore/chapter.aspx?TitleId=5060

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ti s 2.12: Phn tch thit k h a agent theo phng php ZEUS

Ni dung:ZEUS l b phng php lun - cng c h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun ZEUS. p dng

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phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://www.wseas.us/e-library/conferences/skiathos2002/papers/447-173.pdf2, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.99.4499&rep=rep1&type=pdf3, http://moe.ecrc.nsysu.edu.tw/Chinese/workshopC/2003/12.pdf

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ti s 2.13: Phn tch thit k h a agent theo phng php Prometheus

Ni dung:Prometheus l b phng php lun - cng c h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun Prometheus. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.84.8307&rep=rep1&type=pdf2, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.19.8721&rep=rep1&type=pdf3, http://www.auml.org/auml/documents/Prometheus030402.pdf4, http://www.igi-global.com/bookstore/chapter.aspx?titleid=5057

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ti s 2.14: Phn tch thit k h a agent theo phng php OPM/MAS

Ni dung:OPM/MAS l b phng php lun - cng c h tr vic phn tch v thit k mt h a agent da trn nn tng hng i tng. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun OPM/MAS. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://manor.homeip.net/docs/AnObjectProcessBasedModelingLanguageForMultiAgentSystems.pdf2, http://www.opcat.com/docs/AnObject-Process-Based%20ModelingLanguage-tsmcc-sturm-2037133.pdf3, http://www.auml.org/auml/documents/OPM.pdf

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ti s 2.15: Phn tch thit k h a agent theo phng php ODAM

Ni dung:ODAM l mt phng php lun h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun ODAM. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://www.springerlink.com/index/174l553346841763.pdf2, http://portal.acm.org/citation.cfm?id=15340273, http://en.cnki.com.cn/Article_en/CJFDTOTAL-JFYZ200811011.htm

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ti s 2.16: Phn tch thit k h a agent theo phng php ASPECS

Ni dung:ASPECS l b phng php lun - cng c h tr vic phn tch v thit k mt h a agent da trn nn tng hng i tng. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun ASPECS. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.108.5046&rep=rep1&type=pdf2,http://www.aosd-europe.net/allPublications/Applications/concerns/Aspects_in_AOSE_Lessons_Learned.pdf3, http://portal.acm.org/citation.cfm?id=1713756

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ti s 2.17: Phn tch thit k h a agent theo phng php SONIA

Ni dung:SONIA l mt phng php lun h tr vic phn tch v thit k mt h a agent. ti nhm tm hiu cc bc ca cc pha phn tch, thit k theo phng php lun SONIA. p dng phng php ny vo phn tch thit k mt h a agent n gin.

Ti liu tham kho:1, http://www.irit.fr/ESAW04/PAPERS/ESAW04_Paper9.pdf2, http://www-lt.ls.fi.upm.es/~sfrutos/papers/mates04.pdf

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3. Cc ti hng kin trc bn trong ca agent

ti s 3.1: Tm hiu cc kin trc n gin ca agent

Ni dung:Tm hiu mt s kin trc bn trong n gin ca agent: agent phn ng n thun, agent phn ng c k hoch, agent phn ng hng ch, agent phn ng hng hiu qu...

Ti liu tham kho:1, http://www.eecs.berkeley.edu/~russell/aima1e/chapter02.pdf2, http://www.intelligentagent.com/

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ti s 3.2: Agent BDI (Belief - Desire - Intention)

Ni dung:BDI agent l mt kin trc agent da trn ba thnh phn chnh: Bilief - tri thc v nhng g agent nhan bit th gii xung quanh; Desire - nhng mong mun, mc ch mun t c ca agent; v Intention - nhng g agent c nh thc hin. Ba thnh phn ny quan h vi nhau theo nhng rng buc v c ch khc nhau, chng to nn nn tng ca agent, c bit trong quan im logic v agent. ti tm hiu kin trc BDI ca agent v cc ng dung ca n.

Ti liu tham kho:1, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.93.104&rep=rep1&type=pdf2, http://studia.complexica.net/Art/RI030302.pdf3, http://www.cs.umbc.edu/~finin/talks/sisce97/sld021.htm4, http://www.tmrfindia.org/ijcsa/V2I15.pdf5, http://sourceforge.net/projects/jadex/

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ti s 3.3: Agent di ng (Mobile agent)

Ni dung:Mt kh nng c bit ca agent l kh nng di ng: agent c th di chuyn t my ch ny sang my ch khc v tip tc hot ng t c mc ch ca mnh. Kh nng di ng ca agent em li nhiu u im nh tn dng ti nguyn, tit kim chi ph trao i thng tin trn mng, linh hot... Tuy nhin cng c vn v an ninh h thng! ti ny tp trung tm hiu khi nim agent di ng, c ch cho kh nng di ng, cc u nhc im v tnh kh thi ca loi agent ny.

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Ti liu tham kho:1, http://satoh-lab.ex.nii.ac.jp/users/ledduy/pub/MobileAgent-Overview-Final.pdf2, http://www.hpl.hp.com/personal/Dejan_Milojicic/MA.pdf3, http://csrc.nist.gov/publications/nistpubs/800-19/sp800-19.pdf

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ti s 3.4: So snh agent v object

Ni dung:Mc d c k tha t mt s t tng khi phn tch thit k hng i tng, Agent vn c mt s c trung khc bit so vi i tng, t cu trc bn trong, phng thc hot ng v cch thc tng tc vi nhau. ti ny tp trung phn tch cc im khc bit ca cng ngh agent so vi cng ngh hng i tng.

Ti liu tham kho:1, http://www.lifl.fr/SMAC/dea/2003-2004/cours/Agents_and_Objects.pdf2, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.3.1798&rep=rep1&type=pdf3, http://www.isi.edu/nsnam/ns/doc/node119.html

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4. Cc ti hng tng tc gia cc agent

ti s 4.1: Ngn ng giao tip agent ACL

Ni dung:ACL (agent communication language) l mt ngn ng c pht trin cho agent c th giao tip vi nhau. ti ny tp trung nghin cu nhng c trng c bn ca ACL v ng dng ca n trong h a agent. ti hng ti minh ha s dng ACL bng mt ng dng n gin ca h a agent.

Ti liu tham kho:1, http://www.fipa.org/repository/aclspecs.html2, http://www.infoloom.com/gcaconfs/WEB/ts1273/tp1273.HTM3, http://jade.tilab.com/papers/EXP/Sergi.pdf4, http://onlinelibrary.wiley.com/doi/10.1111/1467-8640.00185/pdf

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ti s 4.2: Ngn ng x l v truy vn tri thc ca agent KQML

Ni dung:KQML (Knowledge Query and Manipulation Language) l mt ngn ng cho php agent x l v quy vn tri thc, d liu, thng tin t agant khc. ti tp trung tm hiu cu trc, c trng v cch s dng ngn ng ny. ti hng n minh ha s dng KQML bng mt ng dng n gin ca h a agent.

Ti liu tham kho:1, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.2.6275&rep=rep1&type=pdf2, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.48.5669&rep=rep1&type=pdf3, http://www.flacp.fujitsulabs.com/~yannis/publications/lnai95.pdf4, http://www.jstor.org/stable/27750961

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ti s 4.3: Cc m hnh tng tc trong h a agent

Ni dung:C nhiu m hnh tng tc khc nhau trong h a agent: m hnh ngang hng, m hnh c ngi trung gian iu phi, m hnh ngi mi gii... ti ny tm hiu nguyn l v so snh hot ng ca cc m hnh tng tc ny. Hng n ci t minh ha mt m hnh tng tc bng mt h a

16

agent n gin.

Ti liu tham kho:1, http://web.info.uvt.ro/~synasc07/invited_talks/gorodetsky.pdf2, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.35.6032&rep=rep1&type=pdf3, http://www.csc.liv.ac.uk/~lad/pubs/csp-ail.pdf4, http://ideas.repec.org/p/rom/confkm/20.html

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5. Cc ti lin quan n h a agent m

ti s 5.1: Tm hiu cc h a agent m

Ni dung:Bn cht ca h a agent l a chng, phn tn v m. ti ny tp trung vo tm hiu kin trc t chc x hi trong h a agent.

Ti liu tham kho:1,http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=343F67A28FEA7A7D03B58992BD9027D7?doi=10.1.1.78.5030&rep=rep1&type=pdf2, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.103.2869&rep=rep1&type=pdf3, http://www-kasm.nii.ac.jp/papers/takeda/pdf/ijicis.pdf4, http://gabbai.com/files/ICNNB%2005.pdf5, http://www.lirmm.fr/~ferber/publications/papers/AOSE03_FerbGutMich.pdf6, http://users.dsic.upv.es/grupos/ia/sma/publications/articulos/OrganizationsENTCS.pdf7, http://ftp.rta.nato.int/public//PubFullText/RTO/EN/RTO-EN-022///EN-022-05.pdf

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ti s 5.2: Vai tr (role) ca agent trong cu trc t chc h a agent

Ni dung:H a agent lun c t chc cht ch tng t nh mt cu trc x hi con ngi, trong , mi agent ng mt vai tr khc nhau, ti nhng thi im v v tr khc nhau. ti ny tp trung vo tm hiu quan h gia vai tr v agent trong cu trc t chc h a agent. ng thi tm hiu cc k thut p dng xy dng cc m hnh role trong h a agent.

Ti liu tham kho:1, http://www.nipissingu.ca/faculty/haibinz/research/CODS07.pdf2, http://www.iadis.net/dl/final_uploads/200501L053.pdf3, http://www2.informatik.hu-berlin.de/~lindeman/masho01_contr_ps/linmue.ps4, http://portal.acm.org/citation.cfm?id=18382375, http://www.lirmm.fr/~ferber/publications/papers/AOSE03_FerbGutMich.pdf6, http://users.dsic.upv.es/grupos/ia/sma/publications/articulos/OrganizationsENTCS.pdf7, http://ftp.rta.nato.int/public//PubFullText/RTO/EN/RTO-EN-022///EN-022-05.pdf

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ti s 5.3: agent trong cu trc h a agent t t chc

Ni dung:Tm hiu th no l t chc h a agent Tm hiu th no l cu trc t t chc (self - organisation) ca h a agent Nhng c trng v phng php xy dng cc cu trc t t chc cu h a gent

Ti liu tham kho:1,http://pdf.aminer.org/000/056/269/self_organization_in_multi_agent_systems_a_middleware_approach.pdf2, http://www.ics.forth.gr/_publications/Maniadakis_NN2012.pdf3, http://www0.cs.ucl.ac.uk/staff/ucacres/ICANN.pdf

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ti s 5.4: Ti u ha phn tn trong h a agent

Ni dung:H a agent bn cht l mt h phn tn. Do , bi ton ti u ha phn tn, hay p dng h a agent vo cc bi ton ti u ha phn tn l mt vn c quan tm nghin cu. ti ny tp trung tm hiu cc k thut ti u ha h phn tn p dng cho h a agent.

Ti liu tham kho:1, http://jmas.us.es/doc/2010/jmas2010.Vinyals.pdf2, http://lia.deis.unibo.it/confs/lads/papers/6.3%20paper_29%20(gaspari).pdf3, http://masplan.isr.ist.utl.pt/papers/Ottens.pdf

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6. Cc ti lin quan n cc ng dng v k thut nng cao ca h a agent

ti s 6.1: Chin lc u gi cho agent trong thng mi in t

Ni dung:u gi (auction) l mt hnh thc bn hng kh ph bin trong giao dch thng mi, trong ch c mt hoc mt s mt hng, v c nhiu ngi mua. Cho nn ngi mua phi u gi vi nhau c quyn mua sn phm. Hin nay ngi ta xy dng cc h a agent cho php agent thay mt con ngi t ng u gi sn phm trong thng mi in t. Mt s giao thc chun cho u gi cng c xy dng nh FIPA- English aution, FIPA- Dutch auction... ti ny tp trung tm hiu cc thut ton, cc chin luwocj c thit k cho agent u gi vi nhiu giao thc u gi khc nhau.

Ti liu tham kho:1, http://www.docstoc.com/docs/3595308/Multi-Agent-System-for-Online-Auctions2, http://ieeexplore.ieee.org/iel5/4604641/4620480/04620532.pdf?arnumber=46205323, http://doi.ieeecomputersociety.org/10.1109/IAT.2003.12411334, http://web.uvic.ca/econ/research/papers/pdfs/ddp0706.pdf

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ti s 6.2: Chin lc u thu cho agent trong thng mi in t

Ni dung:u thu (reverse auction) cng l mt hnh thc quen thuc trong giao dch thng mi, trong ch c mt ngi mua, nhng li c nhiu ngi bn. Do , nhng ngi bn phi tin hnh cho gi u thu bn c sn phm ca mnh cho ngi mua. Hin nay ngi ta cng pht trin cc h a agent cho cc giao thc u thu trong thng mi in t. ti ny tp trung tm hiu c ch ca u thu, cc chin lc v k thut c p dng cho cc agent bn nhanh chng thng thu, bn c hng.

Ti liu tham kho:1, http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=47554532, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.82.1038&rep=rep1&type=pdf3, http://linkinghub.elsevier.com/retrieve/pii/S092054890400128X4, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.78.8172&rep=rep1&type=pdf

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ti s 6.3: Chin lc thng lng t ng cho agent trong thng mi in t

Ni dung:Thng lng (negotiation) cng l mt hnh thc quen thuc trong giao dch thng mi, trong ngi mua thng lng trc tip vi ngi bn tha thun cc iu khon ca giao dch nh gi c, s lng, cht lng... C ngi bn ln ngi mua u phi c chin lc cho ring mnh bn (hoc mua) c sn phm. Hin nay ngi ta cng pht trin cc h a agent cho cc giao thc thng lng t ng trong thng mi in t. ti ny tp trung tm hiu c ch ca hnh thc thng lng song phng (bilateral negotiation), cc chin lc v k thut c p dng cho cc agent bn v mua nhanh chng bn (mua) c hng.

Ti liu tham kho:1, http://www.duongnt.net/wp-content/miscfiles/2006/11/dexa03.pdf2, http://portal.acm.org/citation.cfm?id=7509913, http://eprints.ecs.soton.ac.uk/3858/1/ker99-2.pdf4, http://ieeexplore.ieee.org/iel5/10055/32248/01504111.pdf

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ti s 6.4: Agent trong web ng ngha

Ni dung:Web ng ngha (semantic web) c coi l wen th h tip theo cho web hin nay, trong cc my ch, trnh duyt v con ngi x l thng tin trn cc trang web bng ng ngha thay v text nh hin nay. t c kh nng x l ng ngha cao nh vy, ngi ta cn n cc k nng ca agent x l thng tin ti cc site v giao tip vi ngi s dng web. ti ny tp trung vo tm hiu vai tr ca agent trong web ng ngha, cc k thut c p dng cho agent trong web ng ngha.

Ti liu tham kho:1, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.133.5418&rep=rep1&type=pdf2, http://www.cs.rpi.edu/~hendler/AgentWeb.html3, http://semanticweb.com/agent-based-semantic-web_b10710

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ti s 6.5: Agent h tr con ngi ra quyt nh

Ni dung:Kh nng thng minh v t ch ca agent c s dng trong nhiu lnh vc, trong c lnh vc h tr con ngi ra quyt nh. ti ny tp trung tm hiu cc h agent ra quyt nh, v cc chin lc ra quyt nh ca agent.

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Ti liu tham kho:1, http://upcommons.upc.edu/pfc/bitstream/2099.1/7723/1/Master%20Thesis%20-%20Thania%20Rendon%20Sallard.pdf2, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.94.3625&rep=rep1&type=pdf3, http://www.tdx.cat/TESIS_UdG/AVAILABLE/TDX-0716108-122001/tsim.pdf4, http://www.igi-global.com/bookstore/article.aspx?titleid=27985, http://scholar.lib.vt.edu/theses/available/etd-04282004-110741/unrestricted/LoPinto_ETD.pdf6, http://scialert.net/qredirect.php?doi=jas.2008.1125.1137&linkid=pdf

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ti s 6.6: Agent la chn i tc tng tc da trn tin cy (trust)

Ni dung:Trong mi trng mng m, phn tn v a chng, mt c nhn agent khng th c ton b thng tin v cc agent khc trn ton h thng. Do , vic la chn i tc tht s l vn khng n gin cho agent. Tin cy (trust) t lu c s dng nh mt tiu ch cn bn nh gi mc tin cy ca mt c nhn. y, tin cy c agent s dng lm c s nh gi cc i tc ca mnh, theo , i tc c tin cy cng cao th cng c kh nng c la chn. ti ny tp trung vo tm hiu nguyn l xy dng tin cy ca cc agent trong mt h thng: da trn kinh nghim tng tc c nhn

Ti liu tham kho:1, http://journals.cambridge.org/article_S02698889040001162, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.149.7376&rep=rep1&type=pdf3, http://www.aaai.org/Papers/IJCAI/2007/IJCAI07-250.pdf4, http://doi.ieeecomputersociety.org/10.1109/WETICE.2007.130

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ti s 6.7: Agent la chn i tc da trn danh ting (reputation)

Ni dung:Trong mi trng mng m, phn tn v a chng, mt c nhn agent khng th c ton b thng tin v cc agent khc trn ton h thng. Do , vic la chn i tc tht s l vn khng n gin cho agent. Danh ting (reputation) cng l mt tiu ch cn bn nh gi mc tin cy ca mt c nhn, theo nh gi cu mt tp th. y, danh ting c agent s dng lm c s nh gi cc i tc ca mnh, theo , i tc c danh ting cng cao th cng c kh nng c la chn. ti ny tp trung vo tm hiu nguyn l xy dng danh ting ca cc agent trong mt h thng: da trn nh gi ca cc agent khc trong h thng.

Ti liu tham kho:1, http://josepmpujol.net/public/papers/pujolReputationCCIA01.pdf

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2, http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=46095453, http://madmuc.usask.ca/trust.htm4, http://eprints.ecs.soton.ac.uk/12759/5, http://citeseer.ist.psu.edu/viewdoc/download;jsessionid=CB6ABE7922D17D7EEB932BFCB5760059?doi=10.1.1.8.1102&rep=rep1&type=pdf

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ti s 6.8: Agent tng tc vi con ngi

Ni dung:Agent khng ch tng tc vi nhau trong cc h a agent t c mc ch ca mnh, agent cn cn tng tc vi con ngi thu thp thng tin, cung cp dch v, hay l cng tc hon hnh nhim v... ti ny tp trung tm hiee lp cc ng dng ca tng tc gia con ngi v agent, c ch v cc hng tip cn cho thit k cc h thng c tng tc gia con ngi vi agent.

Ti liu tham kho:1, http://www.hpl.hp.com/techreports/98/HPL-98-130.pdf2, http://www.sics.se/mappa/D3-95W97-final.doc3, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.58.547&rep=rep1&type=pdf4, http://www.iiisci.org/journal/CV$/sci/pdfs/I333EKB.pdf

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ti s 6.9: Agent suy lun thng minh

Ni dung:Agent c kh nng thng minh v t ch l v n c kh nng t suy lun thng minh. ti ny tp trung tm hiu cc h agent c kh nng suy lun thng minh, cc cch biu din tri thc v c ch suy lun thng minh ca agent.

Ti liu tham kho:1, http://www.springerlink.com/index/72x1111rj8g61812.pdf2, http://portal.acm.org/citation.cfm?id=14277053, http://aura.abdn.ac.uk/bitstream/2164/1132/1/259.pdf4, http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.155.2569&rep=rep1&type=pdf5, http://www.facebook.com/pages/Distributed-Multi-Agent-Reasoning-System/126601420716764

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ti s 6.10: Agent hc - thut ton k-NN

Ni dung:Agent c kh nng hc v t hc. ti ny tp trung nghin cu kh nng hc ca agent vi thut ton k-NN. p dng vo xy dng mt ng dng agent t ng pht hin mail rc: ban u dy cho agent mt s mu mail v ch r mail no mail rc, mail no mail thng, sau agent t ng rt ra c trng ca cc mail rc v mail thng thng qua thut ton k-NN. T , nu a mt mail mi vo agent s t ng nhn ra c mail y l mail thng hay mail rc.

Ti liu tham kho:1, http://cseweb.ucsd.edu/~elkan/250B/nearestn.pdf

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ti s 6.11: Agent hc - thut ton Naive Bayes

Ni dung:Agent c kh nng hc v t hc. ti ny tp trung nghin cu kh nng hc ca agent vi thut ton Naive Bayes. p dng vo xy dng mt ng dng agent t ng la chn qung co theo ng cnh: Ban u dy cho agent mt s on text c th s lin quan n cc ch no, sau agent t tng hp li cc t trng ca cc vn bn theo tng ch - da vo thut ton Naive Bayes. T khi ngi dng ang xem mt bi bo no c on text bt k, agent s t ng nhn ra n thuc ch no gi cc loi qung co c cng ch ln hin th thu ht ngi c

Ti liu tham kho:1, http://www.cs.waikato.ac.nz/~eibe/pubs/FrankAndBouckaertPKDD06new.pdf2, http://www.stanford.edu/class/cs124/lec/naivebayes.pdf3, http://www.dis.uniroma1.it/~leon/didattica/webir/IR11.pdf

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ti s 6.12: Agent hc - thut ton Support Vector Machine (SVM)

Ni dung:Agent c kh nng hc v t hc. ti ny tp trung nghin cu kh nng hc ca agent vi thut ton SVM. p dng vo xy dng mt ng dng agent t ng phn loi kin ngi dng thng qua text: Ban u dy cho agent mt s on text c th v ch r cc on text ny c quan im tch cc, tiu cc hay trung tnh. Sau agent t tng hp li cc t trng ca cc vn bn theo tng quan im - da vo thut ton SVM. T agent c kh nng t ng tng hp quan im ca ngi dng trn mt din n hay mt trang nh gi sn phm xem mt sn phm c bao nhiu phn trm kin tch cc, bao nhiu tiu cc v bao nhiu trung tnh.

Ti liu tham kho:

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1, http://www.cs.cornell.edu/People/tj/publications/joachims_98a.pdf2, http://conf.uni-obuda.hu/mtn2005/Pilaszy.pdf3, http://www.cs.cornell.edu/people/tj/publications/joachims_01a.pdf

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ti s 6.13: Agent hc - thut ton n-gram

Ni dung:Agent c kh nng hc v t hc. ti ny tp trung nghin cu kh nng hc ca agent vi thut ton n-gram. p dng vo xy dng mt ng dng agent t ng phn loi kin ngi dng thng qua text: Ban u dy cho agent mt s on text c th v ch r cc on text ny c quan im tch cc, tiu cc hay trung tnh. Sau agent t tng hp li cc t trng ca cc vn bn theo tng quan im - da vo thut ton SVM. T agent c kh nng t ng tng hp quan im ca ngi dng trn mt din n hay mt trang nh gi sn phm xem mt sn phm c bao nhiu phn trm kin tch cc, bao nhiu tiu cc v bao nhiu trung tnh.

Ti liu tham kho:1, http://lvk.cs.msu.su/~bruzz/articles/classification/Ng-based-tc.pdf2, http://ww2.cs.mu.oz.au/~mlui/pdf/BIOTALA_cavnar_trenkle.pdf

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1. Cc ti hng thc hnh ti s 1.1: Pht trin mt h a agent da trn nn JADE: ng dng mua bn online ti s 1.2: Pht trin mt h a agent da trn nn JADE: ng dng lp thi kha biu chung ti s 1.3: Pht trin mt h a agent da trn nn JADE: ng dng t vn khch hng online ti s 1.4: Pht trin mt h a agent da trn nn JADE: ng dng game n gin ti s 1.5: Xy dng mt ontology da trn Protg ti s 1.6: Dng h a agent m phng ngi tham gia giao thng da trn GAMA 1.5 ti s 1.7: Dng h a agent m phng ngi chy thot him trong m chy ti cc ta nh ln da trn GAMA 1.5 ti s 1.8: Dng h a agent m phng m chy rng da trn GAMA 1.5

2. Cc ti hng phng php lun ti s 2.1: Khi no nn p dng cng ngh a agent? ti s 2.2: Phn tch thit k h a agent theo phng php MaSE v agentTool ti s 2.3: Phn tch thit k h a agent theo phng php Gaia ti s 2.4: Phn tch thit k h a agent theo phng php SODA ti s 2.5: Phn tch thit k h a agent theo phng php AALAADIN ti s 2.6: Phn tch thit k h a agent theo phng php Tropos ti s 2.7: Phn tch thit k h a agent theo phng php AUML ti s 2.8: Phn tch thit k h a agent theo phng php MASSIVE ti s 2.9: Phn tch thit k h a agent theo phng php CoMoMAS ti s 2.10: Phn tch thit k h a agent theo phng php MAS-Common KADS ti s 2.11: Phn tch thit k h a agent theo phng php MESSAGE ti s 2.12: Phn tch thit k h a agent theo phng php ZEUS ti s 2.13: Phn tch thit k h a agent theo phng php Prometheus ti s 2.14: Phn tch thit k h a agent theo phng php OPM/MAS ti s 2.15: Phn tch thit k h a agent theo phng php ODAM ti s 2.16: Phn tch thit k h a agent theo phng php ASPECS ti s 2.17: Phn tch thit k h a agent theo phng php SONIA

3. Cc ti hng kin trc bn trong ca agent ti s 3.1: Tm hiu cc kin trc n gin ca agent ti s 3.2: Agent BDI (Belief - Desire - Intention) ti s 3.3: Agent di ng (Mobile agent) ti s 3.4: So snh agent v object

4. Cc ti hng tng tc gia cc agent ti s 4.1: Ngn ng giao tip agent ACL ti s 4.2: Ngn ng x l v truy vn tri thc ca agent KQML ti s 4.3: Cc m hnh tng tc trong h a agent

5. Cc ti lin quan n h a agent m ti s 5.1: Tm hiu cc h a agent m ti s 5.2: Vai tr (role) ca agent trong cu trc t chc h a agent ti s 5.3: agent trong cu trc h a agent t t chc ti s 5.4: Ti u ha phn tn trong h a agent

6. Cc ti lin quan n cc ng dng v k thut nng cao ca h a agent ti s 6.1: Chin lc u gi cho agent trong thng mi in t ti s 6.2: Chin lc u thu cho agent trong thng mi in t ti s 6.3: Chin lc thng lng t ng cho agent trong thng mi in t ti s 6.4: Agent trong web ng ngha ti s 6.5: Agent h tr con ngi ra quyt nh ti s 6.6: Agent la chn i tc tng tc da trn tin cy (trust) ti s 6.7: Agent la chn i tc da trn danh ting (reputation) ti s 6.8: Agent tng tc vi con ngi ti s 6.9: Agent suy lun thng minh ti s 6.10: Agent hc - thut ton k-NN ti s 6.11: Agent hc - thut ton Naive Bayes ti s 6.12: Agent hc - thut ton Support Vector Machine (SVM) ti s 6.13: Agent hc - thut ton n-gram