Ontology and Taxonomy: Strange BedfelIows
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Transcript of Ontology and Taxonomy: Strange BedfelIows
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Glossaries / Controlled Vocabularies
Terms
structured
Glossaries
‘ordinary’
Glossaries
Data
Dictionaries
Formal Knowledge Bases & Inference
General
Logic
formal
Taxonomies
Frames
Restricted
Logics
(OWL, Flogic)
Informal Taxonomies and Thesauri
Thesauri
Principled,
informal
taxonomies
ad hoc
Hierarchies
(DMOZ)
Data and Document Metamodels
Data Models
(UML, STEP)
XML DTDs
XML
Schema
DB
Schema
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Glossaries / Controlled Vocabularies
Terms
structured
Glossaries
‘ordinary’
Glossaries
Data
Dictionaries
Formal Knowledge Bases & Inference
General
Logic
formal
Taxonomies
Frames
Restricted
Logics
(OWL, Flogic)
Informal Taxonomies and Thesauri
Thesauri
Principled,
informal
taxonomies
ad hoc
Hierarchies
(DMOZ)
Data and Document Metamodels
Data Models
(UML, STEP)
XML DTDs
XML
Schema
DB
Schema
Many Tools and Approaches: Informal to FormalPage 6
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Don’t eat the menu…
Eat the meal
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Single-purpose Knowledge Asset
Purpose A Purpose C
Purpose B
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Geography will turn up in many different places.
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Novel
HistoricalNovel
Argentina
Belgium
Mystery Novel
Graphic Novel
ScienceFiction
Argentina
France
Arg
ent
ina
Belg
ium
Novel
Historical Novel
Mystery Novel
Graphic Novel
Science Fiction
Geogra
phi
cRegio
n
Fra
nce
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Laptop
Core i5
Core i7
Core i3
CPU
1600 x 900
1910 x 1080
1376 x 768Screen
Resolution
< 4 lb
< 5 lb
< 3 lbWeight
> 7 hours
> 9 hours
> 5 hoursBattery Life
> 11hours
Possible values
The item being classified
Sample category or “bucket”:Under 5 pounds, Battery life more than 11 hours, 1600 x 900 resolution, i7 CPU
Each bucket is highly structured
Facet
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Laptop
Core i5
Core i7
Core i3
CPU
1600 x 900
1910 x 1080
1376 x 768Screen
Resolution
< 4 lb
< 5 lb
< 3 lbWeight
> 7 hours
> 9 hours
> 5 hoursBattery Life
> 11hours
Without facets: there areexponentially many buckets: 3 x 3 x 3 x 4 = 108
108 things to learn and remember is a lot.
The faceted approach means there are: • 4 facets + 13 values • = 17 things to learn and
remember
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Laptop
Tablet
Smart Phone
Product
Control Activity
Europe
Asia
Americas
Africa
AustrailAsia
North America
Central America
North Africa
East Africa
West Africa
Region
Best Buy
NewEgg
Amazon
Customer
...
...
Timeliness
Completeness Only
Accuracy and perhaps
Completness
Compliance
Goal
Possible values
The item being
classified
Facet
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Laptop
Tablet
Smart Phone
Product
Control Activity
Europe
Asia
Americas
Africa
AustrailAsia
North America
Central America
North Africa
East Africa
West Africa
Region
Best Buy
NewEgg
Amazon
Customer
...
...
Timeliness
Completeness Only
Accuracy and perhaps
Completness
Compliance
Goal
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Laptop
Tablet
Smart Phone
Product
Core i5
Core i7
Core i3
CPU
1600 x 900
1910 x 1080
1376 x 768Screen
Resolution
< 4 lb
< 5 lb
< 3 lbWeight
> 7 hours
> 9 hours
> 5 hoursBattery Life
> 11hours
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Europe
Asia
Americas
Africa
AustrailAsia
North America
Central America
North Africa
East Africa
West Africa
Control Activity
Timeliness
Completeness Only
Accuracy and perhaps
Completness
Compliance
Laptop
Tablet
Smart Phone
Product
Region
Goal
Best Buy
NewEgg
Amazon
Customer
...
...
Core i5
Core i7
Core i3
CPU
1600 x 900
1910 x 1080
1376 x 768Screen
Resolution
< 4 lb
< 5 lb
< 3 lbWeight
> 7 hours
> 9 hours
> 5 hoursBattery Life
> 11hours
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Single-purpose Knowledge Asset
Purpose A
Re-Composed for Purpose A
Reusable Parts (facets)
Decompose Re-characterize
• Exposed the hidden structure.• Much easier to use and evolve.• BUT: still a single purpose asset
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Purpose A Purpose C
Purpose B
Re-Composed for Purpose A
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Purpose A
Re-Composed for Purpose A
(still single purpose)
Purpose C
Purpose B
Composed for Purpose B
Reusable Parts (facets)
Compose
Composed for Purpose C
Compose Reusable set of building blocks
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XML
Spreadsheets
Databases
Free text
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Europe
Asia
Americas
Africa
AustrailAsia
North America
Central America
North Africa
East Africa
West Africa
Control Activity
Timeliness
Completeness Only
Accuracy and perhaps
Completness
Compliance
Laptop
Tablet
Smart Phone
Product
Region
Goal
Best Buy
NewEgg
Amazon
Customer
...
...
Core i5
Core i7
Core i3
CPU
1600 x 900
1910 x 1080
1376 x 768Screen
Resolution
< 4 lb
< 5 lb
< 3 lbWeight
> 7 hours
> 9 hours
> 5 hoursBattery Life
> 11hours
Instances of mega:Customer
The Classmega:Customer
The Classgist:GeoRegion
Instances ofgist:GeoRegion
Propertygist:geoContains
Classmega:GoalTypeInstances of
mega:GoalTypeVery little added
meaning over the terms. Physical
Quantities using Units
Product Model
Or are they Jurisdictions?
SubClass of Product Model
The Classmega:ControlAction
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gist http://ontologies.semanticarts.com/gist#
osos http://ontologies.osos.gov/#
Namespaces
URI : http://ontologies.semanticarts.com/gistPlusOSOS
Imports
ososCore
Core elements
Base URI : http://ontologies.semanticarts.com/ososCore
rdfs:comment NOTE: Every organization has a
purpose (#Goal) and some structure.
The structure is determined by
various factors, chiefly governing and
ownership arrangements. Other
things that pertain to organizations
include #CreationDocument(s)
(N) gist:ownedBymin 0 gist:SocialBeing
(N) gist:hasAmin 0 gist:FEIN
(N) osos:expirationDatemin 0 osos:Date
(N) osos:endDatemin 0 osos:Date
Optional
(N) gist:governedBysome gist:SocialBeing
(N) gist:hasGoalsome gist:Goal
(N) gist:producedBymin 1 osos:Individual
(N) gist:hasAmin 1 gist:RegistrationRecord
(N) gist:hasAmin 1 gist:UBI
(N) gist:categorizedBymin 1 osos:EntityStatus
(N) osos:dateOfCreationsome osos:Date
(N) gist:managedBysome osos:LegalEntityInCharge
(N) osos:hasCreationDocumentmin 1 osos:CreationDocument
(N) osos:hasRegisteredAddressmin 1 osos:PhysicalAddress
gist:LegalOrganizationThis is a legally recognized organization that can enter into contracts and have them enforced.
osos:Individual
gist:LegalOrganization
Equivalent to
All disjoint classes
--- OR ---
Subclass of
gist:SocialBeing
rdfs:commentNOTE: Narrower than gist:SocialBeing which
includes young and dead humans that may not
enter into contracts.
rdfs:commentNOTE: actualStart(End) correspond to date of
formation(dissolution)
(N) gist:dbaNamesome string
(N) gist:managesmin 0 gist:LegalOrganization
(N) gist:hasAmin 0 gist:Permission
Optional
(N) osos:occupiesPrincipleLocationsome osos:PhysicalAddress
(N) gist:officialNamesome string
(N) osos:underJurisdictionOfmin 1 osos:StateOrCountryGovernment
gist:LegalEntityAn #Individual or #LegalOrganization
osos:Individual
(N) gist:managesmin 1 gist:LegalOrganization
Equivalent to
--- AND ---
(N) gist:categorizedBymin 0 osos:LeaderType
Optional
osos:LegalEntityInCharge
NOTE: types of persons in charge
can be gist:Categories or Classes
gist:LegalEntity
(N) osos:registeredAgentFormin 1 gist:Organization
Equivalent to
--- AND ---
osos:RegisteredAgent
gist:TemporalRelation
osos:registeredAgencyBysome gist:LegalEntity
gist:registeredAgencyForsome gist:LegalOrganization
Equivalent to
--- AND ---
(N) osos:endDatesome osos:Date
(N) osos:effectiveDatesome osos:Date
(N) osos:theAddresssome osos:MailingAddress
osos:RegisteredAgentTenureA hasRegisteredAgent relationship holding for a period of
time.
gist:CountryGovernment
gist:StateGovernment
Equivalent to
All disjoint classes
--- OR ---
osos:StateOrCountryGovernment
Subclass of
gist:TimeInstant
osos:DateA #TimeInstant that corresponds to a
date.
Subclass of
gist:LegalOrganization
osos:LLCAn organization structured as a limited
liability company. Subclass of
gist:LegalOrganization
(N) gist:hasTrustormin 1 gist:Trustor
(N) gist:hasTrusteemin 1 gist:Trustee
gist:Trust
rdfs:commentEXAMPLE: to amend articles of
incorporation; to file an annual report.
(N) gist:hasDirectPartmin 0 osos:Document
(N) osos:dateFiledByOSOSmin 0 gist:Date
(N) osos:effectiveDatemin 0 gist:Date
(N) gist:hasDirectPartsome osos:Payment
Optional
rdfs:commentNOTE: the #dateFiledByOSOS will often
be the same as the #dateSubmitted. Also
the effectiveDate maybe in the futuer by
up to so many days, as specified by
statute.
gist:Content
osos:submittedBymin 1 osos:Individual
gist:regardingsome osos:OSOS_Offer
gist:toAgenthas osos:_WA_OSOS
Equivalent to
--- AND ---
(N) osos:submittedOnBehalfOfsome gist:LegalEntity
(N) osos:dateSubmittedsome osos:Date
rdfs:commentNOTE: there is an unrepresented event
which in both a #Sending and a
#Request. The properties of the event
are on the #Submission itself because
there is no need for a separate #Event
osos:SubmissionSomething submitted to the OSOS as part of a request. Can be a single document, a filled in form, or have any
number of attachments (usually documents)
Subclass of
osos:ElectableOption
(N) gist:categorizessome gist:Organization
osos:ElectedOptionAn #EntityOption that has been selected
by some #LegalOrganization, sometimes
by an election. rdfs:comment
NOTE: effective date is found on the #Submission
that this #Document is linked to.
rdfs:commentNOTE: The information required in this document
is not specified int the model, but in the
implementation. E.g.Official Name,
RegisteredAgent, ExpirationDate etc.
osos:Document
osos:creationDocumentOfmin 1 gist:LegalOrganization
Equivalent to
--- AND ---
osos:CreationDocumentA document that when filed by the governing jurisdiction, results in the creation of a new #LegalOrganization.
gist:UBI
gist:FEIN
osos:PhysicalAddress
rdfs:commentNOTE: this is probably not needed for
OSOS, but it is here in case that
information is ever wanted.
osos:jurisdictionOfCreation(osos:originalJurisdictionOver)
Domain:gist:LegalOrganization
Range:gist:GovernmentOrganization
The government organization in which a
#LegalOrganization created
osos:hasCreationDocument(osos:creationDocumentOf)
Domain:gist:LegalOrganization
Range:osos:Document
The relationship connecting a
#LegaloOganization to its
#CreationDocument
gist:controls
osos:underJurisdictionOf(osos:jurisdictionOver)
Domain:gist:LegalEntity
Range:gist:GovernmentOrganization
The government organization whose laws a
#LegalEntity must follow
osos:hasRegisteredAddress(osos:registeredAddressOf)
Domain:gist:LegalOrganization
Range:gist:Address
The relationship connecting a
#LegaloOganization to its
#CreationDocument
gist:hasA
gist:LegalOrganization
gist:categorizedBysome osos:DissolutionReason
osos:endDatesome osos:Date
Equivalent to
--- AND ---
osos:DissolvedEntity
Subclass of
gist:Category
osos:DissolutionReason
Subclass of
osos:DissolutionReason
osos:AdministrativeDissolutionReason
osos:PhysicalAddress
Subclass of
gist:Category
osos:EntityStatus
gist:TemporalRelation
osos:theAddresssome gist:Address
osos:theLegalEntitysome gist:LegalEntity
Equivalent to
--- AND ---
(N) gist:categorizedBysome osos:KindOfCommunication
osos:CommunicationPreferenceTenureA 'hasCommunicationPref' relationship holding for
a period of time.
gist:Address Subclass of
gist:Category
(N) gist:categorizessome
osos:CommunicationPreferenceTenure
rdfs:commentEXAMPLE: DelinquencyNotices
osos:KindOfCommunicationA #Category indicating the kind and/or
purpose of a communication that is the basis
for some communication preference
NOTE: this can also be a Tenure
with start and end time.
This includes
email. Postal
addresses, phone
dn fax nubmers.
gist:Permission
rdfs:commentNOTE: if there is no end time,
the fee is current
osos:expirationDatemin 0 osos:Date
gist:actualEndmin 0 osos:Date
Optional
gist:Monetary
osos:effectiveDatesome osos:Date
gist:ofsome osos:OSOS_Offering
gist:specifiedBysome gist:Statute
Equivalent to
--- AND ---
osos:FeeThe price for providing a service that OSOS
currently charges, or did charge for a specific
time period; often specified in a statute.
Subclass of
gist:Offer
(N) gist:hasDirectPartsome osos:OSOS_Offering
(N) gist:giverhas osos:_WA_OSOS
(N) gist:hasAsome osos:Fee
osos:OSOS_Offer
Subclass of
gist:Offering
rdfs:commentEXAMPLE: To File, Send, Authenticate
(N) gist:specifiedBysome gist:Statute
osos:OSOS_OfferingA #ServiceOffering that is offered by
#WA_OSOS.
gist:GovernmentOrganization
- osos:_WA_OSOS
gist:Statute
osos:Date
gist:LegalEntity
osos:Date
osos:SendCopies
osos:RecordSummons
osos:AcceptFee
osos:Authorize
osos:Send
osos:Record
osos:RecordAndSend
osos:Authenticate
osos:ReserveTrademarkName
osos:IssueReceipt
osos:IssueDocument
osos:IssueCertificateOfCreation
osos:IssueCertificateOfExistence
osos:IssueCertificateOfAuthority
osos:Issue
(N) gist:titlemin 0 string
(N) gist:categorizedBymin 0 osos:ApprovalType
(N) gist:hasAmin 0 osos:SecurityLevel
(N) gist:directPartOfmin 0 osos:Submission
Optional
rdfs:commentNOTE: The #dateSubmitted and
#dateFiledByOSOS are available via the
Submission that the Document is
#directPartOf
Subclass of
gist:Content
(N) gist:producedBysome osos:LegalEntity
osos:DocumentContent created either by the #LegalEntity or by #_WA_OSOS, often part of a submission.
osos:Submission
osos:Document
--- OR ---
Domain
osos:submittedOnBehalfOf Range:gist:LegalEntity
QUESTION: could ther
be cases when the
Submission is the
Document, and
nothing else? E.g.
AnnualReport?
osos:AnnualReport
osos:AmendedCreationDocument
osos:RestatedArticlesOfIncorp
osos:CertificateOfExistence
osos:Document
gist:certifymin 1 osos:FormationDocument
Equivalent to
--- AND ---
osos:CertificateOfFormationA document that certifies the legitimacy of
the #creationOf a #LimitedPartnership
osos:Document
gist:certifymin 1 osos:ArticlesOfIncorporation
Equivalent to
--- AND ---
osos:CertificateOfIncorporationA document that certifies the legitimacy of
the #creationOf a #Corporation
osos:Document
gist:certifymin 1 osos:CreationDocument
Equivalent to
--- AND ---
osos:CertificateOfCreationA document that certifies a
#CreationDocument
(N) gist:categorizedBysome osos:TaxExemptStatus
(N) gistcategorizedBymin 0 osos:ElectableOption
Optional
gist:Organization
osos:FinancialReport
Subclass of
gist:Person
rdfs:commentNOTE: This may be exactly equivalent to
gist:Person, leaving open the possibility of
otherwise.
osos:IndividualA human #LegalEntity
Subclass of
gist:LegalOrganization
(N) gist:hasMembersome osos:Individual
(N) gist:numberOfPartnerssome decimal
osos:Partnership
gist:LegalHuman
gist:memberOfsome gist:Partnership
Equivalent to
--- AND ---
gist:Partner
Subclass of
gist:SocialBeing
(N) gist:managedBysome osos:LegalEntityInCharge
(N) gist:partyTosome osos:CombinedFundDrivePlan
(N) gist:hasAsome osos:FinancialReport
osos:Charity
Subclass of
gist:Agreement
(N) gist:partysome osos:Charity
(N) gist:categorizedBymax 3 osos:ServiceCategory
osos:CombinedFundDrivePlan
Subclass of
gist:Organization
(N) gist:ownedBysome gist:SocialBeing
(N) gist:directlyRecognizedBysome gist:GovernmentOrganization
(N) gist:issuessome gist:SharesOfStock
gist:CorporationThe set of "ownable" organizations, that
is, corporations and partnerships,
recognized by a state.
(N) gist:numberOfSharessome decimal
(N) gist:valuePerSharesome gist:Monetary
(N) gist:categorizedBysome gist:ShareType
gist:SharesOfStockWhat should we call the most general
case of the document that sets out the
stock offering etc.
osos:Date
(N) gist:hasMembersome osos:FinancialLineItem
Subclass of
osos:Document
(N) gist:categorizedBymin 0 osos:MethodOfSolicitation
(N) gist:categorizedBymin 0 osos:FederalFilingType
(N) gist:ofsome osos:Charity
Subclass of
gist:Collection
osos:FinancialReport
gist:Monetary
gist:memberOfsome osos:FinancialReport
gist:categorizedBysome osos:LineItemType
Equivalent to
--- AND ---
osos:FinancialLineItem
osos:AnnualRegistration
osos:InitalReport
rdfs:commentNOTE: the object is the record being stored
(N) gist:objectsome osos:Submission
rdfs:commentNOTE: this assumes that there is no difference
between what is accepted and what is filed; is
this true?
Subclass of
gist:Persist
rdfs:commentNOTE: this assumes that nothing is filed unless
is is part of a submission
rdfs:commentMEANING: Due to the ministerial nature of
OSOS, the fact that some recored is stored on
behalf of some #LegalEntity really means that
the #LegalEntity purports that what is stated on
the record is true.
osos:FileRecordThe event of filing and/or storing information,
documents, data etc. for later retrieval
The end time of the event is the
payment date of the more or less
instantaneous event.
Subclass of
gist:Monetary
(N) gist:specifiedBysome gist:Statute
osos:Penalty
osos:StatementOfChangedRA
osos:MergerDocument
osos:ConversionDocument
osos:WrittenConsent
osos:CreationDocument
Details far right
osos:dateFiledByOSOS Range:osos:Date
osos:dateSubmitted Range:osos:Date
gist:hasFeature Dates
osos:dbaName Range:string
osos:officialName Range:string
gist:name Range:string
gist:title Range:string
Name
and Title
Jurisdiction gist:connectedTo
osos:expirationDate(osos:expirationDateFor)
Range:osos:Date
gist:plannedEnd
gist:actualEnd
osos:endDate(osos:dissolutionDateFor)
Range:osos:Date
gist:actualStart
osos:effectiveDate(osos:effectiveDateFor)
Range:osos:Date
Subclass of
gist:Category
osos:SecurityLevelIndicates who has access to the
information.
Subclass of
gist:Category
osos:ApprovalTypeA way of approving a measure.
Subclass of
osos:Document
(N) gist:certifysome osos:Document
osos:ApostilleA #Document Certifying the authenticity
of another #Document.
osos:Receipt
Communication
Subclass of
gist:Event
(N) gist:fromAgentsome gist:LegalEntity
(N) gist:toAgentsome gist:LegalEntity
(N) gist:hasMagnitudesome gist:Monetary
(N) gist:categorizedBysome osos:PaymentMethod
osos:FinancialTransaction
Subclass of
osos:FinancialTransaction
osos:Fee
osos:Penalty
--- OR ---
(N) gist:regardingsome
osos:Payment
Subclass of
gist:Category
osos:PaymentMethodIndicates how the funds were transferred.
Subclass of
gist:Category
gist:ShareTypeExample: Common or Preferred
gist:LegalOrganization
gist:giverOnsome osos:FundraiserContract
Equivalent to
--- AND ---
osos:Fundraiser
Subclass of
gist:Agreement
(N) gist:givermin 1 osos:Fundraiser
(N) gist:gettermin 1 osos:RegisteredCharity
(N) gist:subContractormin 0 gist:LegalEntity
Optional
(N) osos:servicesStartDatemin 1 osos:Date
osos:FundraiserContract
osos:Document
gist:certifysome osos:PermissionToDB_inWA
Equivalent to
--- AND ---
osos:CertificateOfAuthority
osos:Document
osos:creationDocumentOfmin 1 gist:Corporation
Equivalent to
--- AND ---
osos:ArticlesOfIncorporation
osos:Document
osos:Partnership
osos:LLC
--- OR ---
osos:creationDocumentOfmin 1
Equivalent to
--- AND ---
osos:FormationDocument
osos:Document
osos:creationDocumentOfmin 1 gist:Trust
Equivalent to
--- AND ---
osos:TrustInstrument
Subclass of
gist:LegalOrganization
osos:CoopAn organization structured as a
cooperative
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Legend
Class
SubClass
Class
Important SubClassClosely Related Class
Class
SubClass
Abstract SuperclassAnother Classproperty
not explicit
managedBy
LegalOrganizationIndividual
(legal)
LegalEntity
Legal Entity
in Charge
StateGovernment
Country
Government
Jurisdiction
hasCommuncationPref
DBA_Name
OfficialName
Corporation
Integer Monetary
Partnership
Literal
Partner
WA OSOS
Statute Text
specifiedBy
ElectedOption
MailingAddress
Physical Address
Address
Phone Number
Email Address
Name
LLCTrust
Registered Agent
Articles of Incorporation
Creation Document
Formation Document
Trust Instrument
(name of)
Registered Agent
Registered
Address
ExpirationDate
Legal Entity
in Charge
OfficialName
Amended Creation
Document
Maintenance Document
Statement of Changed
Registered Agent
Annual Report
Initial Report
Merger Document
Conversion Document
WrittenConsent
Purpose
UBI
ID
FEIN
Submission
Financial
Transaction
Registered
AgentTenure
Tenure
Individual SubmissionfromAgent
(submitted by)
Fee
CoA Offer
Reserve
Trademark Offer
Offer
etc.
LegalEntity
Date
Date
SharesOfStock
ShareType
Date
DissolvedEntity
DissolutionReason
Administrative
DissolutionReason
Date
FinancialReport
FinancialLineItem
Charity
CombinedFund
Plan
hasMember
Integer
Deposit Payment
Penalty
specifiedBy
FundraiserContract
Fundraiser
partyTo
FileRecord
Event
CreationDocument
Document
WA SOS Corporations and
Charities Semantic Model
Summary
Coop
November 3, 2013
Page 48
Flat ‘taxonomy’
Hierarchical ‘taxonomy’
Faceted ‘taxonomy’
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Early in 2014, Gartner called out the following as major trends:
Cloud, Big Data and Semantics