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GoodRelations Tutorial Part 3

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This is part 3 of the ISWC 2009 tutorial on the GoodRelations ontology and RDFa for e-commerce on the Web of Linked Data.See alsohttp://www.ebusiness-unibw.org/wiki/Web_of_Data_for_E-Commerce_Tutorial_ISWC2009
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The Web of Data for E-Commerce in Brief A Hands-on Introduction to the GoodRelations Ontology, RDFa, and Yahoo! SearchMonkey October 25, 2009 Westfields Conference Center near Washington, DC, USA Martin Hepp Universität der Bundeswehr München, Munich, Germany Richard Cyganiak Digital Enterprise Research Institute (DERI), Ireland
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Page 1: GoodRelations Tutorial Part 3

The Web of Data for E-Commerce in Brief

A Hands-on Introduction to the GoodRelations Ontology, RDFa, and Yahoo! SearchMonkey

October 25, 2009

Westfields Conference Center near Washington, DC, USA

Martin Hepp Universität der Bundeswehr München, Munich, Germany

Richard Cyganiak Digital Enterprise Research Institute (DERI), Ireland

Page 2: GoodRelations Tutorial Part 3

08:30-10:30 Overview and Motivation: Why the Web of Data is Now 30’

Quick Review of Prerequisites 15’ The GoodRelations Ontology: E-Commerce on the Web of Data 75’

10:30-10:45 Coffee Break

10:45-12:30 RDFa: Bridging the Web of Documents with the Web of Data 45’

Expressing GoodRelations in RDFa: A Running Example 30’ GoodRelations – Advanced Topics 30’

12:30-13:30 Lunch Break

13:30-16:00 Hands-on Exercise: Annotating a Web Shop 60’

Querying the Web of Data for Offerings – SPARQL 15’ Querying the Web of Data – Exercises 15’

16:00-16:30 Coffee Break

16:30-18:00 Publishing Semantic Web Data: Make Your RDF Available 30’

Yahoo SearchMonkey and Yahoo BOSS 45’ Discussion, Conclusion, Feedback Round 15’

2

Logistics

Page 3: GoodRelations Tutorial Part 3

The GoodRelations Ontology:

E-Commerce on the Web of Data

Martin Hepp

25.10.2009 3

Page 4: GoodRelations Tutorial Part 3

GoodRelations User‘s Guide („Primer“)

4

http://www.heppnetz.de/projects/goodrelations/primer/

Page 5: GoodRelations Tutorial Part 3

UML Class Diagram

gr:hasEAN_UCC-13 xsd:string gr:hasGTIN-14 xsd:stringgr:hasStockKeepingUnit xsd:stringgr:eligibleRegions xsd:stringgr:validFrom xsd:dateTimegr:validThrough xsd:dateTime

gr:Offering

gr:hasEAN_UCC-13 xsd:string gr:hasGTIN-14 xsd:stringgr:hasStockKeepingUnit xsd:string

gr:ProductOrService

gr:priceType xsd:stringgr:validFrom xsd:dateTimegr:validThrough xsd:dateTimegr:hasUnitOfMeasurement xsd:string

gr:UnitPriceSpecificationgr:eligibleRegions xsd:stringgr:DeliveryChargeSpecification

gr:hasNAICS xsd:intgr:hasISICv4 xsd:intgr:legalName xsd:stringgr:hasDUNS xsd:stringgr:hasGlobalLocationNumber xsd:string

gr:BusinessEntity

gr:WarrantyScope

gr:PaymentMethod

gr:ProductOrServiceModel

gr:hasUnitOfMeasurement xsd:stringgr:QuantitativeValue

gr:durationOfWarrantyInMonths xsd:intgr:WarrantyPromise

gr:DayOfWeek

gr:DeliveryMethod

gr:QualitativeValue

gr:amountOfThisGood xsd:floatgr:hasUnitOfMeasurement xsd:string

gr:TypeAndQuantityNode

gr:BusinessFunction

gr:hasGlobalLocationNumber xsd:stringgr:LocationOfSalesOrServiceProvisioning

gr:PaymentMethodCreditCard

gr:BusinessEntityType

gr:hasMaxValueInteger xsd:intgr:hasMinValueInteger xsd:int

gr:QuantitativeValueInteger

gr:ActualProductOrServiceInstance

gr:ProductOrServicesSomeInstancesPlaceholder

gr:opens xsd:timegr:closes xsd:time

gr:OpeningHoursSpecification

gr:PaymentChargeSpecification

gr:DeliveryModeParcelService

gr:hasCurrency xsd:stringgr:valueAddedTaxIncluded xsd:booleangr:hasMaxCurrencyValue xsd:floatgr:hasMinCurrencyValue xsd:floatgr:hasCurrencyValue xsd:float

gr:PriceSpecification

gr:hasMinValueFloat xsd:floatgr:hasMaxValueFloat xsd:float

gr:QuantitativeValueFloat

gr:seeks

gr:includesObject

gr:typeOfGood

gr:hasMakeAndModel

gr:hasMakeAndModel

gr:hasManufacturer

gr:hasPOS

gr:hasOpeningHoursSpecification

gr:availableAtOrFrom

gr:hasEligibleQuantity

gr:hasWarrantyPromise

gr:appliesToPaymentMethod

gr:hasWarrantyScope

gr:qualitativeProductOrServiceProperty

gr:quantitativeProductOrServiceProperty

gr:appliesToDeliveryMethod

gr:hasBusinessFunction

gr:availableDeliveryMethods

gr:eligibleCustomerTypes

gr:acceptedPaymentMethods

gr:hasPriceSpecification

gr:hasOpeningHoursDayOfWeek

gr:isConsumableFor

gr:isVariantOf

gr:isSimilarTo

gr:isAccessoryOrSparePartFor

gr:offers

gr:hasInventoryLevel

gr:typeOfGood

gr:includes

gr:includes

Version 1, Release 2009-07-18Martin Hepp. [email protected]

25.10.2009 5

http://www.ebusiness-unibw.org/wiki/File:Goodrelations-UML-2009-07-18.pdf

Page 6: GoodRelations Tutorial Part 3

GoodRelations: Language Reference

6

http://purl.org/goodrelations/v1.html

Page 7: GoodRelations Tutorial Part 3

Overview

Page 8: GoodRelations Tutorial Part 3

The GoodRelations Vocabulary • A universal and free Web

vocabulary for adding

product and offering data

to your Web pages.

• Compatible with all relevant

W3C standards and

recommendations

– RDF – OWL

http://purl.org/goodrelations/

8

Page 9: GoodRelations Tutorial Part 3

GoodRelations: One Single Schema for

A Consolidated View on E-Commerce

Data

9

Product Model

Master Data Shop

Offerings Auctions Spare Parts &

Consumables

Warranty

Delivery Payment

Retailers Manufacturers

Extraction

and Reuse Arbitrary Query

Page 10: GoodRelations Tutorial Part 3

GoodRelations Design Principles

• Keep simple things

simple and make

complex things possible

• Cater for LOD and OWL

DL worlds

• Academically sound

• Industry-strength

engineering

• Practically relevant

10

Lightweight

Web of Data

LOD

RDF + a little bit

Heavyweight

Web of Data

OWL DL

Page 11: GoodRelations Tutorial Part 3

GoodRelations: License

• Permanent, royalty-free access for commercial and non-commercial use.

http://purl.org/goodrelations/

11

Page 12: GoodRelations Tutorial Part 3

GoodRelations vs. eClassOWL etc. GoodRelations:

Companies & Offers

• BusinessEntity

• Offering

• WarrantyPromise

• …

Products and Services

Ontologies

• Industry-specific

ontologies for describing

types of products and services

– eClassOWL

– freeClassOWL

– CEO - Consumer

Electronics Ontology

25.10.2009 12

Page 13: GoodRelations Tutorial Part 3

Domain Structure and Use Cases

Page 14: GoodRelations Tutorial Part 3

Albert Einstein on Ontology

Engineering

"Make everything as simple as possible, but

not simpler.“

Albert Einstein

14

Page 15: GoodRelations Tutorial Part 3

Basic Structure of Offers:

Agent-Promise-Object Principle

15

Agent 1 Object or

Happening Promise

Agent 2

Compensation Transfer of

Rights

Page 16: GoodRelations Tutorial Part 3

The Minimal Scenario

• Scope

– Business entity

– Points-of-sale

– Opening hours

– Payment options

• Suitable for

– Every business

– E-commerce and

brick-and-mortar

16

Page 17: GoodRelations Tutorial Part 3

The Simple Scenario

• Scope: Minimal scenario plus

– Range of products or services

– Business functions

– Eligible regions or customer

types

– Delivery options

• Suitable for

– Any business: E-Commerce and

brick-and-mortar

– Specific products or services 17

Page 18: GoodRelations Tutorial Part 3

The Comprehensive Scenario

• Scope: Simple scenario plus

– Individual products or services

– Product features

– Pricing, rebates, etc.

– Availability

• Suitable for

– Any business: E-commerce and brick-and-mortar

– Specific products or services

– Structured product database

18

Page 19: GoodRelations Tutorial Part 3

Product Model Data Scenario

• Scope

– Individual product

models

– Quantitative and

qualitative features

• Suitable for

– Manufacturers of

commodities

19

Page 20: GoodRelations Tutorial Part 3

Products vs. Product Models Product Model:

“Datasheet”

• Intangible object

• “Ferdinand Porsche

created the VW Beetle”

• Not a subclass of

products!

Products: What you buy,

possess, and use

• (Mostly) tangible object

that can be owned and

used.

• My VW Beetle has a

mileage of 42,000

• Its serial number is

123456789

25.10.2009 20

Page 21: GoodRelations Tutorial Part 3

Product Models vs. Products

• Product models define the defaults for a

subset of a products features

ex:FordTModel ex:hasWeight “400”.

implies that likely (!)

ex:MyFordT ex:hasWeight “400”.

25.10.2009 21

Important: Only products are offered for sale etc

Page 22: GoodRelations Tutorial Part 3

Products: Actual vs. Anonymous Individuals

• Sometimes you offer a particular object

– myMacBookPro

• Sometimes you offer products from a set

of anonymous instances

– A retailer does not expose every single book

copy on stock over the Web

– Those are only quantified existentially.

25.10.2009 22

Page 23: GoodRelations Tutorial Part 3

Products: Actual vs. Anonymous Individuals

• Sometimes you offer a particular object

– Example: eBay auction

– gr:ActualProductOrServiceInstance

• Sometimes you offer products from a set of

anonymous instances

– Example: New books on Amazon

– gr:ProductOrServicesSomeInstancesPlaceholder

25.10.2009 23

Page 24: GoodRelations Tutorial Part 3

Conceptual Structure and

Vocabulary

Page 25: GoodRelations Tutorial Part 3

Understanding the UML Class Diagram

gr:hasEAN_UCC-13 xsd:string gr:hasGTIN-14 xsd:stringgr:hasStockKeepingUnit xsd:stringgr:eligibleRegions xsd:stringgr:validFrom xsd:dateTimegr:validThrough xsd:dateTime

gr:Offering

gr:hasEAN_UCC-13 xsd:string gr:hasGTIN-14 xsd:stringgr:hasStockKeepingUnit xsd:string

gr:ProductOrService

gr:priceType xsd:stringgr:validFrom xsd:dateTimegr:validThrough xsd:dateTimegr:hasUnitOfMeasurement xsd:string

gr:UnitPriceSpecificationgr:eligibleRegions xsd:stringgr:DeliveryChargeSpecification

gr:hasNAICS xsd:intgr:hasISICv4 xsd:intgr:legalName xsd:stringgr:hasDUNS xsd:stringgr:hasGlobalLocationNumber xsd:string

gr:BusinessEntity

gr:WarrantyScope

gr:PaymentMethod

gr:ProductOrServiceModel

gr:hasUnitOfMeasurement xsd:stringgr:QuantitativeValue

gr:durationOfWarrantyInMonths xsd:intgr:WarrantyPromise

gr:DayOfWeek

gr:DeliveryMethod

gr:QualitativeValue

gr:amountOfThisGood xsd:floatgr:hasUnitOfMeasurement xsd:string

gr:TypeAndQuantityNode

gr:BusinessFunction

gr:hasGlobalLocationNumber xsd:stringgr:LocationOfSalesOrServiceProvisioning

gr:PaymentMethodCreditCard

gr:BusinessEntityType

gr:hasMaxValueInteger xsd:intgr:hasMinValueInteger xsd:int

gr:QuantitativeValueInteger

gr:ActualProductOrServiceInstance

gr:ProductOrServicesSomeInstancesPlaceholder

gr:opens xsd:timegr:closes xsd:time

gr:OpeningHoursSpecification

gr:PaymentChargeSpecification

gr:DeliveryModeParcelService

gr:hasCurrency xsd:stringgr:valueAddedTaxIncluded xsd:booleangr:hasMaxCurrencyValue xsd:floatgr:hasMinCurrencyValue xsd:floatgr:hasCurrencyValue xsd:float

gr:PriceSpecification

gr:hasMinValueFloat xsd:floatgr:hasMaxValueFloat xsd:float

gr:QuantitativeValueFloat

gr:seeks

gr:includesObject

gr:typeOfGood

gr:hasMakeAndModel

gr:hasMakeAndModel

gr:hasManufacturer

gr:hasPOS

gr:hasOpeningHoursSpecification

gr:availableAtOrFrom

gr:hasEligibleQuantity

gr:hasWarrantyPromise

gr:appliesToPaymentMethod

gr:hasWarrantyScope

gr:qualitativeProductOrServiceProperty

gr:quantitativeProductOrServiceProperty

gr:appliesToDeliveryMethod

gr:hasBusinessFunction

gr:availableDeliveryMethods

gr:eligibleCustomerTypes

gr:acceptedPaymentMethods

gr:hasPriceSpecification

gr:hasOpeningHoursDayOfWeek

gr:isConsumableFor

gr:isVariantOf

gr:isSimilarTo

gr:isAccessoryOrSparePartFor

gr:offers

gr:hasInventoryLevel

gr:typeOfGood

gr:includes

gr:includes

Version 1, Release 2009-07-18Martin Hepp. [email protected]

25.10.2009 25

Page 26: GoodRelations Tutorial Part 3

Key Questions for Modeling with GoodRelations

• Who is making the offer?

– gr:BusinessEntity

• Which object is being offered? – gr:ActualProductOrServiceInstance

– gr:ProductOrServicesSomeInstancesPlaceholder

• What are the terms and conditions of

the business transaction being offered?

– gr:Offering

25.10.2009 26

Page 27: GoodRelations Tutorial Part 3

Key Questions for Modeling with GoodRelations

25.10.2009 27

gr:hasEAN_UCC-13 xsd:string gr:hasGTIN-14 xsd:stringgr:hasStockKeepingUnit xsd:stringgr:eligibleRegions xsd:stringgr:validFrom xsd:dateTimegr:validThrough xsd:dateTime

gr:Offering

gr:priceType xsd:stringgr:validFrom xsd:dateTimegr:validThrough xsd:dateTimegr:hasUnitOfMeasurement xsd:string

gr:UnitPriceSpecification

gr:hasNAICS xsd:intgr:hasISICv4 xsd:intgr:legalName xsd:stringgr:hasDUNS xsd:stringgr:hasGlobalLocationNumber xsd:string

gr:BusinessEntity

gr:BusinessFunction

gr:ActualProductOrServiceInstancegr:hasBusinessFunction

gr:hasPriceSpecification

gr:offers

gr:includes

Page 28: GoodRelations Tutorial Part 3

The Minimal Scenario

• Scope

– Business entity

– Points-of-sale

– Opening hours

– Payment options

• Suitable for

– Every business

– E-commerce and

brick-and-mortar

28

Page 29: GoodRelations Tutorial Part 3

The Minimal Scenario (UML & RDF/N3)

25.10.2009 29

Page 30: GoodRelations Tutorial Part 3

The Minimal Scenario: Full Graph

25.10.2009 30

Page 31: GoodRelations Tutorial Part 3

The Minimal Scenario: Graph - Details

25.10.2009 31

Page 32: GoodRelations Tutorial Part 3

The Minimal Scenario: Graph - Details

25.10.2009 32

Page 33: GoodRelations Tutorial Part 3

The Minimal Scenario: Graph - Details

25.10.2009 33

Page 34: GoodRelations Tutorial Part 3

The Simple Scenario

• Scope: Minimal scenario plus

– Range of products or services

– Business functions

– Eligible regions or customer

types

– Delivery options

• Suitable for

– Any business: E-Commerce and

brick-and-mortar

– Specific products or services 34

Page 35: GoodRelations Tutorial Part 3

Alternative Ways of Describing the

Product or Service • gr:ProductOrServiceSomeInstancesPlaceholder + rdfs:comment

– Textual

• Product or service ontology

– eclassOWL

– freeClass

• DBPedia URIs

• Turn proprietary hierarchy into pseudo-ontology

25.10.2009 35

Page 36: GoodRelations Tutorial Part 3

The Simple Scenario: UML

25.10.2009 36

Page 37: GoodRelations Tutorial Part 3

The Simple Scenario: RDF/N3 - Details

25.10.2009 37

Page 38: GoodRelations Tutorial Part 3

The Simple Scenario: RDF/N3 - Full

25.10.2009 38

Page 39: GoodRelations Tutorial Part 3

The Simple Scenario: Full Graph

25.10.2009 39

Page 40: GoodRelations Tutorial Part 3

The Simple Scenario: Graph - Details

25.10.2009 40

Page 41: GoodRelations Tutorial Part 3

The Simple Scenario: Graph - Details

25.10.2009 41

Page 42: GoodRelations Tutorial Part 3

The Simple Scenario: Graph - Details

25.10.2009 42

Page 43: GoodRelations Tutorial Part 3

The Comprehensive Scenario

• Scope: Simple scenario plus

– Individual products or services

– Product features

– Pricing, rebates, etc.

– Availability

• Suitable for

– Any business: E-commerce and brick-and-mortar

– Specific products or services

– Structured product database

43

Page 44: GoodRelations Tutorial Part 3

Alternative Ways of Describing the

Product or Service • Omit it

– Minimal Example: Describe just your business & store

• gr:ProductOrServiceSomeInstancesPlaceholder + rdfs:comment

– Textual

• Product or service ontology

– eclassOWL

– freeClass

• DBPedia URIs

• Turn proprietary hierarchy into pseudo-ontology

25.10.2009 44

Page 45: GoodRelations Tutorial Part 3

The Comprehensive Example: UML

25.10.2009 45

Page 46: GoodRelations Tutorial Part 3

Product Properties

• gr:qualitativeProductOrServiceProperty

– Links to a gr:QualitativeValue instance

• gr:quantitativeProductOrServiceProperty

– Links to a gr:QuantitativeValueFloat or

gr:QuantitativeValueInteger instance

• gr:datatypeProductOrServiceProperty

– Links to a literal value

– For strings, boolean, datetime, and digits that are no

integer numbers

25.10.2009 46

Page 47: GoodRelations Tutorial Part 3

47

Quantitative Values in GoodRelations

gr:ProductOrService

GRM

foo:myTVSet

rdf:type

foo:weight _value1

gr:QuantitativeValueFloat

rdf:type

gr:hasUnitOfMeasurement

gr:hasValueFloat

30.5

Page 48: GoodRelations Tutorial Part 3

Units of Measurement: UN/CEFACT 25.10.2009 48

Page 49: GoodRelations Tutorial Part 3

49

All Point Values Are Value Ranges

hasValueFloat rdfs:subPropertyOf hasMaxValueFloat, hasMinValueFloat

hasValueInteger rdfs:subPropertyOf hasMaxValueInteger, hasMinValueInteger

gr:ProductOrService

GRM

foo:myTVSet

rdf:type

foo:weight _value1

gr:QuantitativeValueFloat

rdf:type

gr:hasUnitOfMeasurement

gr:hasValueFloat

30.5

gr:ProductOrService

GRM

foo:myTVSet

rdf:type

foo:weight _value1

gr:QuantitativeValueFloat

rdf:type

gr:hasUnitOfMeasurement

gr:hasMinValueFloat

30.5

gr:hasMaxValueFloat30.5

Page 50: GoodRelations Tutorial Part 3

Values and Value Ranges: Example

25.10.2009 50

Page 51: GoodRelations Tutorial Part 3

Comprehensive Example: Basics

25.10.2009 51

Page 52: GoodRelations Tutorial Part 3

Product Bundles

25.10.2009 52

gr:hasEAN_UCC-13 xsd:string gr:hasGTIN-14 xsd:stringgr:hasStockKeepingUnit xsd:stringgr:eligibleRegions xsd:stringgr:validFrom xsd:dateTimegr:validThrough xsd:dateTime

gr:Offering

gr:amountOfThisGood xsd:floatgr:hasUnitOfMeasurement xsd:string

gr:TypeAndQuantityNode

gr:ProductOrServicesSomeInstancesPlaceholder

gr:includesObject

gr:typeOfGood

Page 53: GoodRelations Tutorial Part 3

Internally, all offers are bundles

25.10.2009 53

gr:hasEAN_UCC-13 xsd:string gr:hasGTIN-14 xsd:stringgr:hasStockKeepingUnit xsd:stringgr:eligibleRegions xsd:stringgr:validFrom xsd:dateTimegr:validThrough xsd:dateTime

gr:Offering

gr:amountOfThisGood xsd:floatgr:hasUnitOfMeasurement xsd:string

gr:TypeAndQuantityNode

gr:ProductOrServicesSomeInstancesPlaceholder

gr:includesObject

gr:typeOfGood

Page 54: GoodRelations Tutorial Part 3

The Comprehensive Scenario: Graph

54

Page 55: GoodRelations Tutorial Part 3

The Comprehensive Scenario RDF/N3

• See GoodRelations Primer at http://www.heppnetz.de/projects/goodrelations/primer/

25.10.2009 55

Page 56: GoodRelations Tutorial Part 3

Using Domain Ontologies for

Describing Products or Product Models

25.10.2009 56

Page 57: GoodRelations Tutorial Part 3

Instances, Placeholders, Models

25.10.2009 57

Page 58: GoodRelations Tutorial Part 3

eClassOWL and GoodRelations: Class

25.10.2009 58

Page 59: GoodRelations Tutorial Part 3

eClassOWL: Quantitative Properties

25.10.2009 59

Page 60: GoodRelations Tutorial Part 3

eClassOWL: Qualitative Properties &

Values

Property Value

25.10.2009 60

Page 61: GoodRelations Tutorial Part 3

eClassOWL 5.1.4 URIs

• Class “Pencil“: 24-24-01-01 [ AKF303003 ]

– eco:C_AKF303003-gen

• Properties

– Length, BAF559001

• eco:P_BAF559001

– Design of tip state, BAG073001

• eco:P_BAG073001

• Value “pointed”, BAC386001

– eco:V_BAC386001

25.10.2009 61

Page 62: GoodRelations Tutorial Part 3

eClassOWL 5.1.4 in N3/Turtle

25.10.2009 62

Page 63: GoodRelations Tutorial Part 3

eClassOWL 5.1.4 in N3/Turtle

25.10.2009 63

Page 64: GoodRelations Tutorial Part 3

Other Ontologies for GoodRelations

• freeClassOWL for construction and

building materials

• CEO – Consumer Electronics Ontology

25.10.2009 64

Page 65: GoodRelations Tutorial Part 3

Product Model Data Scenario

• Scope

– Individual product

models

– Quantitative and

qualitative features

• Suitable for

– Manufacturers of

commodities

65

Page 66: GoodRelations Tutorial Part 3

Product Model Data

25.10.2009 66

Page 67: GoodRelations Tutorial Part 3

Important: Models cannot be sold

25.10.2009 67

Page 68: GoodRelations Tutorial Part 3

Product Models Define Default Values

25.10.2009 68

Intuition: An actual product inherits all technical features from its make

and model, unless specified at for that particular individual specifically.

Page 69: GoodRelations Tutorial Part 3

Buy Side: Wish Lists and Tenders

25.10.2009 69

gr:hasEAN_UCC-13 xsd:string gr:hasGTIN-14 xsd:stringgr:hasStockKeepingUnit xsd:stringgr:eligibleRegions xsd:stringgr:validFrom xsd:dateTimegr:validThrough xsd:dateTime

gr:Offering

gr:priceType xsd:stringgr:validFrom xsd:dateTimegr:validThrough xsd:dateTimegr:hasUnitOfMeasurement xsd:string

gr:UnitPriceSpecification

gr:hasNAICS xsd:intgr:hasISICv4 xsd:intgr:legalName xsd:stringgr:hasDUNS xsd:stringgr:hasGlobalLocationNumber xsd:string

gr:BusinessEntity

gr:BusinessFunction

gr:ProductOrServicesSomeInstancesPlaceholder

gr:seeks

gr:hasBusinessFunction

gr:hasPriceSpecificationgr:includes

Page 70: GoodRelations Tutorial Part 3

Quizzes

• What is the difference between

gr:ProductOrService and

gr:ProductOrServiceModel?

• What is the difference between

gr:ActualProductOrService and

gr:ProductOrServiceSomeInstancesPlaceholder?

• How are quantitative values modeled in

GoodRelations?

• What does the string “C62” stand for?

25.10.2009 70

Page 71: GoodRelations Tutorial Part 3

Thank you.

25.10.2009 71


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