Personalisation: CULTURA Case Study - Trinity College Dublin · 2018-03-27 · CS7IS5 -Personalisation: CULTURA Case Study. Manual Transcription “that one whoewas a Scochman pinched

Personalisation:CULTURACaseStudy

[email protected]

User Content*

Context Strategy

CULTURA

• Researcher(inthebroadestsense)

• NoisyManuscripts

• Explorative • 4-phaseapproach

• UserReflectionandControl

CS7IS5- Personalisation:CULTURACaseStudy

Fromconsumingtoexploringtocontributing…


MS814


• 31volumes• ~8,000depositions• 19,010pages• ~3.5millionwords

1641Depositions


SensitiveData

• Depositions,examinationsandassociatedmaterials,takenbetween1641and1667,inwhichmenandwomenofallclassestoldoftheirexperiencesfollowingtheoutbreakoftherebellionbytheCatholicIrishinOctober,1641.

• Collectedbygovernment-appointedcommissioners– essentiallyforthepurposeof‘Insuranceclaims’– laundrylistsoflosses;plusdetailsofwhatallegedlyhappened– massacre,atrocity,militaryactivity,masskilling,rapeetc.

• ThechiefevidenceforthecontestedallegationthattherebellionbeganwithageneralmassacreofProtestantsettlers

• The1641‘massacres’haveplayedakeyroleincreatingandsustainingacollectiveProtestant/BritishidentityintheprovinceofUlster.


ManualTranscription“thatonewhoe wasaScochmanpinchedwithextreame hungerprivatelyinthenighttyme

openedthegraveofamanthatwasburiedwithinthelibertiesoftheCastleandfedvpon thedeadandburiedmansfleshSomeofthesouldjers oftheCastlepartly

espyring himtooke ayme &thincking himanenemyshott himthroughsoe thathedyed,And

that[Marginalia:symbol]Scochmans wifeafterwards

hangedtodeathherowne childandeate herfleshforwantof

meate”MS814,CountyOffaly(King’sCounty)

DepositionofJosephJoice,whogavedetailsofcannibalismthatoccurredinthatcounty.


CULTURA

• Partners• TrinityCollegeDublin

• KDEG/ADAPT– SchoolofComputerScienceandStatistics• DepartmentofHistory

• IBMHaifa,Israel• SofiaUniversity• Commetric• UniversityofPadua• TechnicalUniversityGraz• Pintail

CULTURA

• CULTivating UnderstandingandResearchthroughAdaptivity• FP7Call6STREP(SpecificTargetedResearchProject)• €3.9Million• TrinityCollegeDublinaretheCo-ordinatingPartner• Feb2011– Feb2014

ObjectivesCULTURAwillprovide innovativeadaptiveservicesandaninteractiveuserenvironmentwhichdynamicallytailorthe:• Investigation• Comprehension• Enrichmentofdigitalhumanitiesartefacts.

TheCULTURA adaptiveenvironmentwill:• adapttothedigitalartefacts• theinterestsandactivitiesofthewidercommunitiesexperiencingthesecollections

CULTURAwillprovide:• unprecedentedaccessto,andenrichedexperienceof,largebodiesofhumanitiesmaterial.• returnonthehighinvestmentalreadymadeinlarge-scaledigitisationbymanylibraries,universitiesandothermemory

institutions.

TargetAudience

CULTURAwillstimulateandsupportthecommunitiesofinterestwhichformarounddigitalhumanitiescollections.Thesecommunitiesincludeadiversemixtureof:• professionalresearchers• apprenticeinvestigators(e.g.studentsofcultureandhistory)• informedusers(e.g.Usersbelongingtorelevantsocietiesorinterestgroups,

culturalorauthorities)• membersofthegeneralpublic(bothadultsandchildren)withdiverseinterests

andmotivations.

CULTURA will be validated and evaluated by representative communities formedaround contrasting, high-impact, multi-cultural heritage collections in differentlanguages.

ContinuumofExperience

GeneralPublic

SpecialInterestGroups

ApprenticeInvestigators

ProfessionalResearchers

ContinuumofExperience


SevenWorkPackages

• UserandCommunityResearch• NaturalLanguageProcessing• SocialNetworkAnalysis• AdaptiveServicesandCULTURAEnvironment• EvaluationandValidation• DisseminationandExploitation• ProjectManagement

TwoContentCollections

NaturalLanguageProcessing

Classification Disambiguation Relationship ExtractionLexical Analysis

Anne Booth of Littlegreene parish of Drummully wife to James Booth of the same Tailor noweone of his maiesties souldiers goune for Drogheda under the commaund of Captaine Edward Aldrich & duely sworne deposeth that her said husband was Robed, despoyled of all his goods of the five & twentieth day of October last

Person PlaceCrime

PersonRelPersonAnaphor Date/Time


NaturalLanguageProcessing


is_related_to

comes_from

date_ofhappened_to

Person PlaceCrime

PersonRelPersonAnaphor Date/Time

Normalisation of‘DirtyData’


EntityExtraction


SocialNetworkAnalysis

• TwoCommunitiesInvolved• HistoricalResearchers• Participantsin,andContemporariesof,the1641rebellion

• AnalysisoftheResearchPortalCommunity• IdentificationofInfluentialResearchersinthearea• IdentificationofPossibleGroupsforCollaboration• AidSelf-Moderation/EvolutionofCommunity

• AnalysisoftheDepositionsCommunity• The1641Depositionscontainreferencestopeople,placesandevents• SNAcanenableresearcherstorecreatethecommunitieslivinginIrelandduringthe1640sandanalyzetheirsocial,religious,cultural,economicandmilitaryinteractionsovertimeandplace

MONITOR SINGLE MESSAGE

MULTIPLE MESSAGES ENGAGE

RETAIL INDUSTRY: KEY ISSUES

STORY PROMINENCE

+

+

Positive sentiment

Positive to neutral sentimentNeutral sentimentNeutral to negative sentimentNegative sentiment

InfluencerAnalysisDiscoverwhatissuesareinvadinganindustryorcompanyspace.Benchmarkprominenceandinfluencertypesdrivingmedia.

INFL

UEN

CER

IM

PA

CT

InfluencerAnalysis

• Analyses each domain to calculate the individuals, organizations, topics and reporters most central to the conversation.

• Cluster influencers around topics, points of view or sentiment.

• Used by Organisations to:• Marginalise Critics• Grow Endorsers• Move Neutrals to become Endorsers

AdaptiveResearchPortal

• InteractiveResearchEnvironment• PersonalisedContentPresentation,ExplorationandRetrieval

• BasedonImplicitorExplicitUserInformation• TailoringtheInvestigationComprehensionandEnrichmentofdigitalhumanitiesartefacts.

• TheResearchPortalwilladaptto:• thedigitalartefactsbeingexamined• theinterestsandactivitiesoftheindividualsandcommunitiesexperiencingthesecollections

Four-phasePersonalisation Approach


Personalised ResearchEnvironment


Explore(ContinuouslyModelInterests)• Search• Normalised Search• Entity-basedExploration


Support(providedinaNon-InvasiveManner)

On-the-sidePersonalisedRecommendations


Guide(withTailoredLessonPlan)

PersonalisedNarratives


Reflect(ControlandDiscover)

• Self-reflection• Self-regulation• Serendipity


Summary• Self-reflectionofkeyimportance

• Facilitatesautonomyandcontrol

• Adaptivityacrossmanytools• Four-phaseapproach

• Supportacontinuumofuserexperience• Leveraginganalyticsfromcontent


Whatwecoveredtoday


FurtherReading

Papers: Conlan, Owen; Lawless, Seamus; Hampson, Cormac (2016)Tailoring Access to Conten, A New Companion to the DigitalHumanities, 2nd Edition, ed. S.Schreibman, R. Siemans and J.Unsworth. pp 171-184. ISBN: 978-1-118-68059-9, January 2016, Wiley-Blackwell

32CS7IS5- OtherApplications– UbiquitousComputing:Discussion3

[email protected]


Personalisation: CULTURA Case Study - Trinity College Dublin · 2018-03-27 · CS7IS5 -Personalisation: CULTURA Case Study. Manual Transcription “that one whoewas a Scochman pinched

Documents