Reasoning Capabilities Buildfile: build.xml init: compile: Finding Transitive Closures (RDFS reasoning) dist: [jar] Building jar: /home/aks1/software/eclipse/workspace/ontojena/dist/lib/ontojena.jar Inferred Triples vehicle run: [java] MODEL OK [java] Resource: http://ontosem.org/#fire-engine Land-vehicle [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#fire-engine) [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#all) [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#physical-object) [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#inanimate) [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#wheeled-vehicle) [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#engine-propelled-vehicle) Engine-propelled--vehicle Wheeled--vehicle [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#wheeled-engine-vehicle) [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#artifact) [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#object) [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#land-vehicle) [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#vehicle) [java] - (http://ontosem.org/#fire-engine rdfs:subClassOf http://ontosem.org/#truck) Wheeled-engine-vehicle [java] - (http://ontosem.org/#fire-engine rdfs:label ' "a truck with equipment for fighting fires"') [java] - (http://ontosem.org/#fire-engine rdf:type owl:Class) [java] fire-engine recognized as subclas of vehicle BUILD SUCCESSFUL Total time: 10 seconds real 0m11.144s user 0m9.530s sys 0m0.190s [[email protected] ontojena]$ Truck Fire-engine
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The Process of A-R Mapping 1. 2. 3. 4. 5/26/2005 Initialization: The agent society  makes a request to the role space  to instantiate the major LeadingRole class defined in the role organization , and create a role instance for it. Role assignment: for each agent  in the agent society , do the following: a. When agent  receives any sensor data from its environment, it may decide to generate some new goals or subgoals based on the sensor data and agent ’s motivations. b. With its reasoning mechanisms, agent  further deduce a set  of needed roles of types defined in the role organization . If none of the roles in set  is of type LeadingRole, go to step 2.d. c. If any role in role set  is a leading role of type LeadingRole, agent  takes the corresponding role instance from the role space , if available, updates the hiring number of other roles as needed, and makes requests to the role space  to create role instances for those roles under hiring. d. Repeat the following for a period of time : Search the role space  for any role instances that match roles in role set . If there is a match, agent  takes that role instance. If all roles in role set  have been matched with some role instances in the role space , go to Step 3. e. If any role in the role set  cannot be matched with a role instance in the role space , agent  may decide to release all role instances or keep its current occupations. Marking role incompatibility: for each agent , mark its role incompatibility as the following: for any role instances r1, r2  .rolesTaken, if .relationship(r1.getClass, r2.getClass) == incompatibility, mark agent  as potential role incompatibility with a self-loop. Setting up interaction relationships: for each agent , set up the interaction relationship between agent  and other agents from the same agent society  as the following : for any agent instance   .agentInstances, where   , if  r1  .rolesTaken, r2  .rolesTaken such that .relationship(r1.getClass, r2.getClass) == association, then (, )  dom .interaction. CIS Dept., UMass Dartmouth 14
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The Process of A-R Mapping 1. 2. 3. 4. Initialization: The agent society  makes a request to the role space  to instantiate the major LeadingRole class defined in the role organization , and create a role instance for it. Role assignment: for each agent  in the agent society , do the following: a. When agent  receives any sensor data from its environment, it may decide to generate some new goals or subgoals based on the sensor data and agent ’s motivations. b. With its reasoning mechanisms, agent  further deduce a set  of needed roles of types defined in the role organization . If none of the roles in set  is of type LeadingRole, go to step 2.d. c. If any role in role set  is a leading role of type LeadingRole, agent  takes the corresponding role instance from the role space , if available, updates the hiring number of other roles as needed, and makes requests to the role space  to create role instances for those roles under hiring. d. Repeat the following for a period of time : Search the role space  for any role instances that match roles in role set . If there is a match, agent  takes that role instance. If all roles in role set  have been matched with some role instances in the role space , go to Step 3. e. If any role in the role set  cannot be matched with a role instance in the role space , agent  may decide to release all role instances or keep its current occupations. Marking role incompatibility: for each agent , mark its role incompatibility as the following: for any role instances r1, r2  .rolesTaken, if .relationship(r1.getClass, r2.getClass) == incompatibility, mark agent  as potential role incompatibility with a self-loop. Setting up interaction relationships: for each agent , set up the interaction relationship between agent  and other agents from the same agent society  as the following : for any agent instance   .agentInstances, where   , if  r1  .rolesTaken, r2  .rolesTaken such that .relationship(r1.getClass, r2.getClass) == association, then (, )  dom .interaction. 10/21/2005 CIS Dept., UMass Dartmouth 17
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Different only in base-URI . _:g103 . _:g104 _:g103 . _:g104 . _:g105 . _:g105 . _:g105 . . _:g103 . _:g104 _:g103 . _:g104 . _:g105 . _:g105 . _:g105 . Introduction ᵒ Approach ᵒ Evaluation ᵒ Conclusion 11
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Met et voluptatqui nem ratem volente Subheader Dolore repreicietur acillandus asitium aut fugia nimoluptate etur? Quibus con conem vendam eatet aborum nis quidebi ssitas et volupta ditior rem et harci optasincim quo te sequasim quam volupta ssequiamet asperionesto tem vende- stint. Ut aci te officit veni rehendit, que dolup- tam que id magnat. Is autasit emporiatur sume landaerupta vid eosam doluptatius porerchic tem fugiae dolessediti vit, qui dolupti odiscil escipit ibusapelique pre, quodita tionsedite.Inu- stem re voluptat. Tium harum iuribus daerum expliquo verum solupta simus quae corepta tempore rspitinum et ulparci sitio. Et abo. Maiorpo rporatem hitio molu. aped quatur arum idus, sunt pra consequ ia- Dolore repreicietur acillandus asitium aut fugia nimoluptate etur? Quibus con conem vendam eatet aborum nis quidebi ssitas et volupta ditior rem et harci optasincim quo te sequasim quam volupta ssequiamet asperionesto tem vende- stint. Ut aci te officit veni rehendit, que dolup- tam que id magnat. Is autasit emporiatur sume landaerupta vid eosam doluptatius porerchic tem fugiae dolessediti vit, qui dolupti odiscil escipit ibusapelique pre, quodita tionsedite.Inu- stem re voluptat. Tium harum iuribus daerum expliquo verum solupta simus quae corepta tempore rspitinum et ulparci sitio. Et abo. Maiorpo rporatem hitio molu. eosaperundel intur santo comnis cones ipsus, Dolore repreicietur acillandus asitium aut fugia nimoluptate etur? Quibus con conem vendam eatet aborum nis quidebi ssitas et volupta ditior rem et harci optasincim quo te sequasim quam volupta ssequiamet asperionesto tem vende- stint. Ut aci te officit veni rehendit, que dolup- tam que id magnat. Is autasit emporiatur sume landaerupta vid eosam doluptatius porerchic tem fugiae dolessediti vit, qui dolupti odiscil escipit ibusapelique pre. spelis aut volum etur autem aceprae et velentio et hil im fugiati beatiae. Nam audio. Itam, aut quam rem solupiendae volorpo ssimpor molla- bore, ullatur restem reprae ma vellupt atusaniet et lique ne nus estia volumquo eosapid ellori optae quasinctem eum que verro te volupta- epro evendes similla ariorec tendebis dolupta simus. Axim rerro et eatae etur? Em nimus rescias qui blat ut re soluptat. Epta velestiam facid quatis quamus doluptate qui aut earum velicil ommolup tibusdamus. Sum facipsaectur simet elitatem il is abore nostrum est ma quis net vel ipsae porro int, eseque quibus. Onseque dis pres doluptat porempo rerunt utatior emolupta sapiet rest, ad et exero quis doloribus. Ucipsapis quidest ibusam ipiendis ene core cus arcit, nus milignati ut as arum iusciist, corem fuga. Nam re molest in nia autatemo voluptatqui odi alia verum et hicabor aut harum la ipictibus nobitis sequiate verum, cum sam doloris aligent ut as cusdantiae. Ibus natiandipsam as niae conet de quo totam accus am necae voloreptatem aut etur? Quis sa velluptate simoluptae iduntem que sinus ut anducillamus audae prerias aut quodi rat que ped molut qui tem et volorepel ma ne aut acererchic tem nati cum fugiate mpo- rendaesed eum a qui sed modiscid ut Equae quo et qui aceaque mi, ipsus estia comnis is volenimped exerunt ati re omnis: •Dolorem que lab ipsum facesti temquas conem sedi con rest pa coresse quodige nienden deliqua erionsent poreicia con corestium quodigniet, simus que repudit faciet quam etur, •Autem quibus quod quosam fugit ea con remod ma volectinus prate quas autate estioria cus invel illorro es utem dolorro quae rest, odipsaperit alisqui optatem endi am volessim dolo •Que sinus num aut voluptatur resequa sperumquis experum debis sum ut qui a doluptis nihic toreicipsunt ommodit atiorescium nobitae re porro officit atestrum, corepel est fugia parum nobis mo con Title of the book 7
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Referencias                         http://en.wikipedia.org/wiki/TLCAN http://es.wikipedia.org/wiki/Tratado_de_Libre_Comercio_de_Am%C3%A9rica_del_Norte http://www.nwlaborpress.org/2003/12-19-03TLCAN.html http://www.fair.org/index.php?page=1396 http://www.prensalatina.com.mx/article.asp?ID={5CE21DEF-9E6F-4F94-B016-F97DF4F1EDD 2} http://sdpjalisco.senderodelpeje.com/2008/11/06/productores-de-maiz-exigen-mejores-precios-a -sus-cultivos/ http://www.organicconsumers.org/espanol/080905_maiz.htm http://www.TLCAN-sec-alena.org/DefaultSite/index_e.aspx?ArticleID=299 http://www.cec.org/pubs_info_resources/law_treat_agree/naaec/index.cfm?varlan=english http://www.naalc.org/naalc.htm http://www.nadbank.org/about/about_origins.html http://www.cocef.org/background.htm http://www.sice.oas.org/trade/TLCAN/TLCANtce.asp http://www.fvdrc.com/ http://es.wikipedia.org/wiki/Tratado_de_Libre_Comercio_de_Am%C3%A9rica_del_Norte http://en.wikipedia.org/wiki/North_American_Free_Trade_Agreement http://useconomy.about.com/od/tradepolicy/p/TLCAN_History.htm http://www.citizen.org/trade/TLCAN/ http://www.fpif.org/briefs/vol4/v4n26TLCAN.html http://www.siliconv.com/trade/tradepapers/environmental.html http://emaychair.dal.ca/ http://sesc.zlir.com/sustainability-center-student-forum-wed-feb-6th-at-7pm/ http://www.heritage.org/research/tradeandeconomicfreedom/bg1480.cfm http://www.smh.com.au/news/opinion/earth-needs-a-climate-of-change/2005/07/17/112153886 2977.html
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• Pastoralist: http://www.newint.org/issue378/pics/life-3.jpg • Camels: http://www.thisfabtrek.com/journey/africa/mauritania/20061106-nouakchott/camels-waterhole-4.jpg • Netsilik: http://www.dreamspeakers.org/2005/images/films/through_these_eyes.jpg • Inupiat: http://images.myareaguide.com/aps/op/inup.jpg • Inupiat sled: http://assets.espn.go.com/i/eticket/20061009/photos/eticket_u_histfam_310.jpg • Bushmen: http://www.gonomad.com/lodgings/0611/namgallery-images/bushman-familyb.jpg • Bushmen hunters: http://www.gudigwa.com/images/zoom/gudigwa-bushmen-hunting.jpg • Mbuti: http://kim.uing.net/files/post_file_3980.jpg • Andaman: http://www.andaman.org/BOOK/chapter13/pla13-5.jpg • Lakota: http://www.old-picture.com/old-west/pictures/Lakota-Sioux.jpg • Bororo: http://www.gutenberg.org/files/22483/22483-h/images/ill1-232a.jpg • Blackfoot: http://www.topfoto.co.uk/gallery/AlternativeHousing/images/prevs/photri1018798.jpg • Ariaal Warrior: http://photography.nationalgeographic.com/staticfiles/NGS/Shared/StaticFiles/Photography/Images/POD/a/ariaal-wa rrior-525467-sw.jpg • Chukchee: http://polarhusky.com/logistics/chukotka/people/chukchi.attachment/logisticschukotkapeoplechukchi020/LogisticsC hukotkaPeopleChukchi020.jpg • Kurds: http://i.infoplease.com/images/home/kurds-sheep.jpg • Pastoralists and camels: http://mediaglobal.org/admin/wp-content/uploads/2007/07/pastoralists.camels.jpg • Pastoralists: http://www.mursi.org/news-items/meeting-of-pastoralists-in-south-omo-zone-planned-for-8-12-november/image_m ini • Masaai: http://www.kitumusote.org/sites/kitumusote.org/files/images/history%20of%20maasai%20page%201.img_assist_cu stom.JPG • Saami: http://upload.wikimedia.org/wikipedia/commons/thumb/8/87/Saami_Family_1900.jpg/800px-Saami_Family_1900.jp g • Akan: http://crawfurd.dk/illu/weekly/akanking.jpg • Banyoro: http://www.ugpulse.com/images/articles/daily/20060921_100_8.jpg • Garifuna: http://www.allseasonsbelize.com/images/allgemein/garifuna.jpg • Shipibo: http://www.shamanic.net/pictures/Peru2007/carlos.jpg • Tikopia: http://www.tallshipstales.de/90s/imgs/EricMatson/boys-of-tikopia.jpg • Tzeltal: http://farm2.static.flickr.com/1092/1082248917_0e9805da6e.jpg • Yanomami: http://www.giemmegi.org/images/festa-yanomami-6.jpg • Amhara: http://en.kindernothilfe.org/en/Rubrik/Countries/Africa/Ethiopia/_Better+Future+for+children__Project.html • Bengali: http://picasaweb.google.com/dleclercq/TripMiddleEastAndTheBalkans/photo#5147508446831035218 • Thai: http://www.dkimages.com/discover/previews/806/50081622.JPG • Monguor: http://www.joshuaproject.net/profiles/photos/p114229.jpg • Santhal: http://farm1.static.flickr.com/20/71832446_4854285fe0_m.jpg • Lepcha: http://www.joshuaproject.net/profiles/photos/p105723.jpg • Shluh: http://farm1.static.flickr.com/37/92620708_6928efedf0.jpg • Sinhalese: http://www.joshuaproject.net/profiles/photos/p109305.jpg • Ifugao: http://www.madnomad.com/gregg/img/cordill_01.jpg • Dogon: http://saharanvibe.blogspot.com/2007/06/dogon-people-of-bandiangara.html Graphics Cited This lecture discusses how people get their food. Of all the cultural traits, this is the most important as it conditions virtually all other social institutions.
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Different in Literal Content . “Eric Miller” . “mailto:[email protected]“ . “Dr” . . “John Doe” . “mailto:[email protected] “ . “Mr” . Introduction ᵒ Approach ᵒ Evaluation ᵒ Conclusion 9
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Met et voluptatqui nem ratem volente Subheader Dolore repreicietur acillandus asitium aut fugia nimoluptate etur? Quibus con conem vendam eatet aborum nis quidebi ssitas et volupta ditior rem et harci optasincim quo te sequasim quam volupta ssequiamet asperionesto tem vende- stint. Ut aci te officit veni rehendit, que dolup- tam que id magnat. Is autasit emporiatur sume landaerupta vid eosam doluptatius porerchic tem fugiae dolessediti vit, qui dolupti odiscil escipit ibusapelique pre, quodita tionsedite.Inu- stem re voluptat. Tium harum iuribus daerum expliquo verum solupta simus quae corepta tempore rspitinum et ulparci sitio. Et abo. Ma- iorpo rporatem hitio molu. Dolore repreicietur acillandus asitium aut fugia nimoluptate etur? Quibus con conem vendam eatet aborum nis quidebi ssitas et volupta ditior rem et harci optasincim quo te sequasim quam volupta ssequiamet asperionesto tem vende- stint. Ut aci te officit veni rehendit, que dolup- tam que id magnat. Is autasit emporiatur sume landaerupta vid eosam doluptatius porerchic tem fugiae dolessediti vit, qui dolupti odiscil escipit ibusapelique pre, quodita tionsedite.Inu- stem re voluptat. Tium harum iuribus daerum expliquo verum solupta simus quae corepta tempore rspitinum et ulparci sitio. Et abo. Ma- iorpo rporatem hitio molu. Dolore repreicietur acillandus asitium aut fugia nimoluptate etur? Quibus con conem vendam eatet aborum nis quidebi ssitas et volupta ditior rem et harci optasincim quo te sequasim quam volupta ssequiamet asperionesto tem vende- stint. Ut aci te officit veni rehendit, que dolup- tam que id magnat. Is autasit emporiatur sume landaerupta vid eosam doluptatius porerchic tem fugiae dolessediti vit, qui dolupti odiscil escipit ibusapelique pre. aped quatur arum idus, sunt pra consequ ia- spelis aut volum etur autem aceprae et velentio et hil im fugiati beatiae. Nam audio. Itam, aut quam rem solupiendae volorpo ssimpor molla- bore, ullatur restem reprae ma vellupt atusaniet et lique ne nus estia volumquo eosapid ellori optae quasinctem eum que verro te volupta- epro evendes similla ariorec tendebis dolupta simus. Axim rerro et eatae etur? Em nimus rescias qui blat ut re soluptat. Epta velestiam facid quatis quamus doluptate qui aut earum velicil eosaperundel intur santo comnis cones ipsus, ommolup tibusdamus Met et voluptatqui nem ratem volente aped quatur arum idus, sunt pra consequ ia- spelis aut volum etur autem aceprae et velentio et hil im fugiati beatiae. Nam audio. Itam, aut quam rem solupiendae volorpo ssimpor molla- bore, ullatur restem Equae quo et qui aceaque mi, ipsus estia comnis is volenimped exerunt ati re reprae ma vellupt atusaniet et lique ne nus omnis: estia •Dolorem que lab ipsum facesti temquas conem sedi con rest pa coresse quodige nienden deli- qua erionsent poreicia con corestium quodigniet, simus que repudit faciet quam etur, •Autem quibus quod quosam fugit ea con remod ma volectinus prate quas autate estioria cus invel illorro es utem dolorro quae rest, odipsaperit alisqui optatem endi am Title of the book volessim dolo 6
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First Header Apis voles enes sunt minulligent. Hit etur a ditatio te re, con resequiasped et eos aceat eiuntio il iunt eos natur am aut auda et, exererem alibus aspedis et de is apiciducient pedit auta doluptiisit, occae lab ipsamet opta volenie nihilla utemper epedipsa poresed eos et qui volecti atius, seque exerna. omnimaio dios quaerrorio. On nectis ea volupides nimendit explibus ulluptatia sediten ecatet alibea aquodi quo evellup taspidelles plab ium, molores nullaboreius dem et reicilsae. consequam aliti dus rersperum quood omnit, suntibus qui atque voluptae maximen da- ecatur, to et quat quam, ut quis am que eossimus voluptur sim quate vel inus inime pore vel enit, as erum quo eat volupta commos delit quodicium aut aut qui aut ut facesequidis et voluptiam, inctendis iusam qui simus. Faccusd aesequi beatur min non con nonest fugiati tem ut reptus as soloren ditatia Nam, sperro que nus, te et quiandestem quost, sequaes velest licit qui doluptatus, quiate con reprat. Aliqu- ias rehendemo fuga. Ut ex eos molore, tem excersp iducipsae voloreptam harchilit qui con rectia qui corrovit, voluptam voluptae cuptatis dolo molest Ad eum facim quas peribusciae eossero que non re non in nem. Itassit, et plant et quatatur, as dolum aut est, si odiciundae pratur, am im dipsape- ro ma- ximpos pratiat bla dolupta vidit, torepra temquatus eum harioneture autatur, nonsend estiae officiist voluptias nossenist ut eium volupit, nissum vellign omnis eossitias am est aut alibearum iatur, omnim quae vid quam, quid quatur aut incte vel et omniam ernat. Rios si utatemporum invenisquia nis dolo enda cor moestor aut reriberum iducia et as prepeli gnisti optat. At molupta quationestin porio tem dolores nam. voluptaspit fugitatia sus sit rehendest a exeri il idigenes pliciumquis repel et esed qui parchicimus es sint acepratiis explicia ipsamet rehenis imi, omnimin rent eos doluptu riatias nobissi mpedit asped miliqua ecatum ullupiende sam susandae. Nam que sumque et, venimaio. Nam nus dolut labo. Nequatum invellabo. Nam ius autem accullu mquosant laut et qui tem fuga. Et volorru mquamus suntet voluptatet occus dolorem estrum. Title of Ebook 4
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Publication Recommendations Trials that meet the clinical trial definition of The International Committee of Medical Journal Editors (ICMJE) that the investigator may wish to publish... ICMJE journals will consider [for publication] trials beginning on or after July 1, 2005 only if registration occurred before the first patient was enrolled (“prospective registration”) http://www.icmje.org/about-icmje/faqsclinical-trials-registration/ Many journals follow the ICMJE criteria for publication. There have been cases within our institution where a manuscript was rejected for publication simply because the study was not registered on ClinicalTrials.gov before enrolling participants!
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References • • • • • • • • • • • • • • • • • • • • • • • http://www.rehab.research.va.gov/jour/74/11/2/443.pdf http://classes.engr.oregonstate.edu/eecs/spring2003/ece44x/groups/g14/white%20papers/whitepaper_matt.htm http://www.maxbotix.com/MaxbotixHome.html http://www.brailleinstitute.org/facts_about_sight_loss Fast and robust tracking of multiple moving objects with a laser range finder http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=932853&tag=1 A comparison of line extraction algorithms using 2D laser rangefinder http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1545234 Laser range finder based on synchronized scanners http://www.opticsinfobase.org/abstract.cfm?&id=27938 Compact laser radar and three-dimensional camera http://www.opticsinfobase.org/josaa/abstract.cfm?URI=josaa-23-4-800 http://www.tsbvi.edu/seehear/fall98/waytogo.htm http://www.noogenesis.com/eta/current.html http://www.agis.com/Eldercare-Basics/Assisted-Daily-Living-Aids/Mobility/Blind-Mobility-Aids/default.aspx http://en.wikipedia.org/wiki/Blindness#Adaptive_techniques_and_aids http://trid.trb.org/view.aspx?id=810306 http://www.onlineethics.org/Resources/ethcodes/EnglishCodes/9972.aspx http://www.onlineethics.org/Resources/ethcodes/EnglishCodes/IEEEguidelines.aspx http://www.acm.org/about/se-code http://www.ilr.cornell.edu/edi/disabilitystatistics/ http://www.worldaccessfortheblind.org/node/119 http://en.wikipedia.org/wiki/Animal_echolocation
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Activity 4: Data Governance Maturity Model Data Governance Level 1 Level 2 Level 3 Level 4 Level 5 Informal Developing Adopted and Implemented Managed and Repeatable Integrated and Optimized Attention to Data Governance is informal and incomplete. There is no formal governance process. Data Governance Program is forming with a framework for purpose, principles, structures and roles. Culture Limited awareness about the value of dependable data. General awareness of the data issues and needs for business decisions. Data Quality Limited awareness that data quality problems affect decision-making. Data cleanup is ad hoc. General awareness of data Data issues are captured quality importance. Data quality proactively through standard data procedures are being developed. validation methods. Data assets are identified and valuated. Expectations for data quality are actively monitored and remediation is automated. Data quality efforts are regular, coordinated and audited. Data are validated prior to entry into the source system wherever possible. Communication Information regarding data is limited through informal documentation or verbal means. Written policies, procedures, data Data standards and policies are standards and data dictionaries communicated through written may exist but communication and policies, procedures and data knowledge of it is limited. dictionaries. Data standards and policies are completely documented, widely communicated and enforced. All employees are trained and knowledgeable about data policies and standards and where to find this information. Roles & Responsibilities Roles and responsibilities for data management are informal and loosely defined. Expectations of data ownership and valuation of data are clearly defined. Roles, responsibilities for data governance are well established and the lines of accountability are clearly understood. Roles and responsibilities for data management are forming. Focus is on areas where data issues are apparent. Data Governance structures, roles and processes are implemented and fully operational. Data Governance structures, roles and processes are managed and empowered to resolve data issues. Data Governance Program functions with proven effectiveness. Data is viewed as a critical, There is active participation and shared asset. There is Data governance structures acceptance of the principles, widespread support, and participants are integral structures and roles required to participation and endorsement to the organization and implement a formal Data of the Data Governance critical across all functions. Governance Program. Program. Roles and responsibilities are well-defined and a chain of command exists for questions regarding data and processes. 49
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References [1] - Stoilos,Simou,Stamou,Kollias,“Uncertainty and the Semantic Web”, http://www.image.ece.ntua.gr/php/savepaper.php?id=445, http://www.image.ece.ntua.gr/php/savepaper.php?id=445, 2006, IEEE [2] – 2008 Conference, “Uncertainty Reasoning for the Semantic Web”, http://c4i.gmu.edu/ursw/2008/index.html [3] - 2007 Conference, “Uncertainty Reasoning for the Semantic Web”, http://c4i.gmu.edu/ursw/2007/index.html [4] - Stoilos,Stamou,Tzouvaras,Pan,Horrocks, “Fuzzy OWL: Uncertainty and the Semantic Web”, http://www.image.ntua.gr/papers/398.pdf [5] - Lassila, “Some Personal Thoughts on Semantic Web and “Non-symbolic” AI”, http://c4i.gmu.edu/ursw/2008/talks/URSW2008_Keynote_Lassila.pdf, http://c4i.gmu.edu/ursw/2008/talks/URSW2008_Keynote_Lassila.pdf, 2008, ISWC [6] – Williams,Bastin,Cornford,Ingram, “Describing and Communicating Uncertainty within the Semantic Web”, http://c4i.gmu.edu/ursw/2008/papers/URSW2008_F3_WilliamsEtAl.pdf [7] – Sanchez, “Fuzzy logic and semantic web”, http://books.google.com/books? id=Cidej8b4ESIC&pg=PA4&lpg=PA4&dq=monotonic+bivalent+language&source=bl&ots=mtbZcZfaO7&sig=VtGqKXurrzl5HOw36UBTeTpdoE&hl=en&ei=sBIASpuJFonItgeKnpyTBw&sa=X&oi=book_result&ct=result&resnum=1#PPP1,M1 [8] – Klinov, Parsia, “Demonstrating Pronto: a Non-monotonic Probabilistic OWL Reasoner”, http://www.webont.org/owled/2008dc/papers/owled2008dc_paper_2.pdf [9] – Klinov, “Introducing Pronto: Probabilistic DL Reasoning in Pellet“, http://clarkparsia.com/weblog/2007/09/27/introducing-pronto/ [10] – Wikipedia Fuzzy Set theory, http://en.wikipedia.org/wiki/Fuzzy_set [11] – Wikipedia Probability Theory, http://en.wikipedia.org/wiki/Probability_theory [12] – Straccia, “A Fuzzy Description Logic for the Semantic Web”, http://www.win.tue.nl/~aserebre/ks/Lit/Straccia2006.pdf [13] – Mazzieri, Dragoni, “A Fuzzy Semantics for Semantic Web Languages”, http://ftp.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-173/paper2.pdf [14] – Wikipedia Description Logic, http://en.wikipedia.org/wiki/Description_logic [15] – Ding, Peng, Pan, “BayesOWL: Uncertainty Modeling in Semantic Web Ontologies”, http://ebiquity.umbc.edu/_file_directory_/papers/217.pdf [16] – Martin-recurerda1, Robertson2, “Discovery and Uncertainty in Semantic Web Services”, http://ftp.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol173/paper4.pdf [17] – “Semantic Web Services Framework (SWSF) Overview”, http://www.w3.org/Submission/SWSF/ [18] – Nagy,Vargas-Vera,Motta, “Uncertain Reasoning for Creating Ontology Mapping on the Semantic Web”, http://c4i.gmu.edu/ursw/2007/files/papers/URSW2007_P2_NagyVeraMotta.pdf [19] – Ceravolo, Damiani,Leida, “Which Role for an Ontology of Uncertainty?”, http://c4i.gmu.edu/ursw/2008/papers/URSW2008_P6_CeravoloEtAl.pdf [20] – Laskey, Laskey, “Uncertainty Reasoning for the World Wide Web: Report on the URW3-XG Incubator Group”, http://c4i.gmu.edu/ursw/2008/papers/URSW2008_FX_LaskeyLaskey.pdf [21] – Costa, Laskey, “PR-OWL: A Framework for Probabilistic Ontologies”, http://volgenau.gmu.edu/~klaskey/papers/FOIS2006_CostaLaskey.pdf [22] – Wang, “Integrating Uncertainty Into Ontology Mapping”, http://iswc2007.semanticweb.org/papers/955.pdf
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Occabo. Ut faccum ipsum estiata quunt qui culparia sit plitia eume. Deribus sandeli tatiis dolorpos idic to molo- rem poribust omniscius, est ut quasimpero officimagni te maio volori iliquas sumquati- bus maxim ea con re voluptas eaquodit que eatetur magnit res debit molore plandic aepe- reh enimilicto Subheading Dolore repreicietur acillandus asitium aut fugia nimolupta- te etur? Quibus con conem vendam eatet aborum nis quidebi ssitas et volupta ditior rem et harci optasincim quo te sequasim quam volupta ssequiamet asperionesto tem vendestint. Ut aci te officit veni rehendit, que doluptam que id magnat. Is autasit emporiatur sume landaerupta vid eosam doluptatius porerchic tem fugiae dolessediti vit, qui dolupti odiscil escipit ibusapelique pre, quodita tionsedite.Inustem re voluptat. Tium harum iuribus daerum expliquo verum solupta blaut renisitem idelique ipisi is et ute quasit explab Acepelit quiatust, qu- atem adionseque sit rempore pernam as volupta Temporepra pa incilli quidist est quiae. Ovitatis volupta. Aliquam reprori omnis voluptasi ommolla ceptatem dentiae nis mincim vid mosam quatibus cuptatur, sant, verchitas eum aut reperum cupta dolute et optatem resti culliquis volorum com- niment. Qui tore, ut quae doluptatia consequi omniatam lacerumque volore et velignatin re vel ipiene volorio ma conseni enditi dolum excea cum ipsam, samenih itaecte et volorrunt. Sanda vo- lorum quunteserit, volo minctem at doluptur assunt omni ut volore porro optaecepudit rem alique aliquibus etum sandera eperum quid mos rerum erspera sam, consect aspient. Ugit quis autati dia delisquo conecatur, necus autatio etur sunt ipidus sunt, non nobit erum quid et remquaepra dolorer iasitiae. Itam est, ulpa quam quianducid et et quid molores truptati sitaecus aut restrum asitas as ma ditio. Ut volentio. Orumqui atusciatem dem quam, secestrum ellictem qui nus aute pliandio ime porendus aut mi, natur? Otasped eiusda sum aut eos aceatiore- sti seceratem. Rum vendus excerchitius nulliqui idendist, venetur, offictium am ero blabori onsequ- ibus aut ilitium et porepedi auda volore net officide eiur? Tiatum landit laceatur aut expliti duciet quam, ulparum, intus. Exceat. Molorento veribusda dus si reprovit, quia dolupta temporest lanit apernam non nonsendit res dunt dolupti onsequam et doluptatis autatio idebitibusae nonsernatur, eaque quam voluptatem et volessequam et veles dent pore nusciae. Abor autas ullutaero odit, omnis abo. Title of Ebook 8
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Occabo. Ut faccum ipsum estiata quunt qui culparia sit plitia eume. Deribus sandeli tatiis dolorpos idic to molo- rem poribust omniscius, est ut quasimpero officimagni te maio volori iliquas sumquati- bus maxim ea con re voluptas eaquodit que eatetur magnit res debit molore plandic aepe- reh enimilicto Subheading Dolore repreicietur acillandus asitium aut fugia nimolupta- te etur? Quibus con conem vendam eatet aborum nis quidebi ssitas et volupta ditior rem et harci optasincim quo te sequasim quam volupta ssequiamet asperionesto tem vendestint. Ut aci te officit veni rehendit, que doluptam que id magnat. Is autasit emporiatur sume landaerupta vid eosam doluptatius porerchic tem fugiae dolessediti vit, qui dolupti odiscil escipit ibusapelique pre, quodita tionsedite.Inustem re voluptat. Tium harum iuribus daerum expliquo verum solupta blaut renisitem idelique ipisi is et ute quasit explab Acepelit quiatust, qu- atem adionseque sit rempore pernam as volupta Temporepra pa incilli quidist est quiae. Ovitatis volupta. Aliquam reprori omnis voluptasi ommolla ceptatem dentiae nis mincim vid mosam quatibus cuptatur, sant, verchitas eum aut reperum cupta dolute et optatem resti culliquis volorum com- niment. Qui tore, ut quae doluptatia consequi omniatam lacerumque volore et velignatin re vel ipiene volorio ma conseni enditi dolum excea cum ipsam, samenih itaecte et volorrunt. Sanda vo- lorum quunteserit, volo minctem at doluptur assunt omni ut volore porro optaecepudit rem alique aliquibus etum sandera eperum quid mos rerum erspera sam, consect aspient. Ugit quis autati dia delisquo conecatur, necus autatio etur sunt ipidus sunt, non nobit erum quid et remquaepra dolorer iasitiae. Itam est, ulpa quam quianducid et et quid molores truptati sitaecus aut restrum asitas as ma ditio. Ut volentio. Orumqui atusciatem dem quam, secestrum ellictem qui nus aute pliandio ime porendus aut mi, natur? Otasped eiusda sum aut eos aceatiore- sti seceratem. Rum vendus excerchitius nulliqui idendist, venetur, offictium am ero blabori onsequ- ibus aut ilitium et porepedi auda volore net officide eiur? Tiatum landit laceatur aut expliti duciet quam, ulparum, intus. Exceat. Molorento veribusda dus si reprovit, quia dolupta temporest lanit apernam non nonsendit res dunt dolupti onsequam et doluptatis autatio idebitibusae nonsernatur, eaque quam voluptatem et volessequam et veles dent pore nusciae. Abor autas ullutaero odit, omnis abo. Title of the book 6
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