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The	General	Ontology	Evalua2on	Framework	
(GOEF)	&		
the	I-Choose	Use	Case	
	
A	Proposed	Infrastructure		
for	the	Ontology	Development	Lifecycle		
Joanne	S.	Luciano,	James	Michaelis	
[Tetherless	World	Constella2on	Rensselaer	Polytechnic	Ins2tute]	
Nicolau	F	Depaula,	Djoko	Sigit	Sayogo	
[Center	for	Technology	in	Government,	SUNY	Albany]	
	
Ontolog	Summit	
April	28,	2013
What is an elephant, exactly?
General Ontology Evaluation
Framework (GOEF)
GOEF Approach
Two stages:
o  Recast use case into its components:
! Functional objective
! Design objective and requirements specification
! Semantic components required to achieve above
o  Evaluate components using objective metrics
! Place existing evaluation methods in context by utility
Novel
Approach
Semantic Web
Development Methodology
Function Level
• Represents the top level of the use case.
o  i.e. the function of the intended use (for search,
for integration, for gene annotation)
• Additionally, the primary characteristics
that define the classification of the domain
of the ontology (organism, aircraft,
instrumentation, etc.).
6
Standard Level
• Represents the quality or standard that
has to be met by the application (e.g. for
legal, interoperability, function,
compliance, etc.)
• Further specifies the domain
characteristics.
7
Component Level
Identifies ontology fragments that are
needed in order to achieve compliance with
the standard and fulfill the function.
8
Three Levels of Evaluation
9
•  These combine to form the context for evaluation.
Formalizing Use Cases
10
•  Methodology for formalizing use cases still needed.
•  Development – based around 3 level evaluation.
Evaluation Metrics
11
Development of metrics (to be developed or used) will follow
from formalization of use case design.
Overview of I-Choose
& I-Choose Use Case
•  I-Choose	is	a	transna2onal	project	funded	by	NSF	Interop	
program	and	CONACYT	in	Mexico	
•  It’s	objec2ve	is	to	build	an	interoperable	data	architecture	
to	support	ethical	consump2on	
What is I-Choose
•  Focus	on	sustainable	coffee	
products	produced	in	Mexico	
and	consumed	and	distributed	
in	Canada	and	in	the	US.	
•  Components	of	I-Choose	
System:	
•  A	set	of	data	standards	to	
share	informa2on	across	
sustainable	supply-chain	
•  A	governance	system
Envision Application Powered by I-Choose
14
Motivating Example:
I-Choose Use Case - Child Labor & Child Protection
Descrip(on:	
Consumer	advocate	decides	to	verify	compliance	to	child	labor	&	child	protec7on	criteria	
per7nent	to	the	core	criteria	of	Fairtrade		in	conjunc7on	to	ILO	minimum	age	conven7on	
Step-by-step	descrip(on:	
1.  Consumer	Advocate:	request	informa2on	that	sa2sfy	child	labor	and	child	
protec2on	criteria	complying	to	ILO	minimum	age	conven2on	
2.  I-Choose:	the	system	returns	the	informa2on	about	all	relevant	child	labor	&	child	
protec2on	criteria	per2nent	to	core	criteria,	applicable	to	Organiza2on	only	and	age	
minimum	18	years	old
Motivating Example:
I-Choose sustainable consumer choice
Function:
Enable retrieval of specific criteria evaluations that occurred during
an evaluation process of a particular product.
Design objective:
Initial system: Satisfy user criteria by generally accepted convention
16
Semantic components:
Compliance Criteria
a) Minimum age under 15
b) Minimum age under 18
c) Ensure school attendance
d) Ensure safety work environment
e) Legal guardian supervision
Certification Body
a) Flo-Cert
Standard
a) FairTrade International
b) ILO convention on Child Labor
c) ISO 65, 14000, 24000
Product
a) Coffee
Motivating Example:
I-Choose sustainable consumer choice
Correctness:
• General logical/syntactical validation
• Match information provided in the ontology to general accepted
definition:
o ILO convention no. 138 (minimum age convention)
o ILO convention no. 182 (worst form of child labor)
Completeness:
• All child work criteria, and necessary characteristics included
• Ability of ontology to distinguish compliant vs. non-compliant
criteria
Utility:
• Consumer/Consumer Advocate Questions Satisfied
17
Use Case Management in GOEF
Add a New Use Case
Or,	Select	a	Pre	Registered	Use	Case	
About	“Child	Labor	Compliance	Criteria	3.3.7	
	
An	ontology	represen(ng	the	FLO-CERT	compliance	
criteria.	
	Flo-Cert	
Small	Farmers	Organiza(on	(SPO)	
Components	[Details]	
Func(on	[Details]	
Standard	[Details]
Acknowledgement
19
To the I-Choose project team for permission to use
the project’s data and information
To Ken Baclawski, Leo Obrst, Peter Yim and Mike
Dean for their comments and inputs during the
Hackathon Clinics
The General Ontology Evaluation
Framework (GOEF) &
the I-Choose Use Case	
	
A Proposed Infrastructure
for the Ontology Development Lifecycle
Joanne	S.	Luciano,	James	Michaelis	
[Tetherless	World	Constella2on	Rensselaer	Polytechnic	Ins2tute]	
Nicolau	F	Depaula,	Djoko	Sigit	Sayogo	
[Center	for	Technology	in	Government,	SUNY	Albany]

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