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Ontology-based Case-Based Reasoning (OntCBR) for Engineering ...

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3. Proposed Approach<br />

<strong>Ontology</strong>: <strong>Ontology</strong>-<strong>based</strong> Network<br />

Previous : Single RDN <strong>for</strong> All <strong>Case</strong>s<br />

Propose : Grouping RDN with <strong>Ontology</strong> (CSN)<br />

Concept Structure Network (CSN)<br />

: Common Concept & Relation<br />

Redundant Discrimination Network (RDN)<br />

: Common Attribute & Value<br />

<strong>Case</strong> 11<br />

<strong>Case</strong> 1<br />

<strong>Case</strong> 1<br />

B<br />

B<br />

B<br />

r1<br />

r1<br />

r1<br />

A<br />

A<br />

A<br />

b1 xxx<br />

b1 High<br />

b1 High<br />

b2 xxx<br />

b2 Mid<br />

b2 Mid<br />

b3 <strong>Case</strong> xxx21<br />

b3 <strong>Case</strong> Val A11<br />

b3 <strong>Case</strong> Val A11<br />

a1 xxx B<br />

a1 Long B<br />

a1 Long B<br />

a2 xxx<br />

a2 Very High<br />

a2 Very High<br />

r2 r1<br />

r2 r1<br />

r2 r1<br />

E<br />

A<br />

E<br />

A<br />

E e1 A<br />

b1 xxx<br />

b1 xxx<br />

b1 xxx<br />

b2 xxx<br />

b2 xxx<br />

b2 xxx<br />

b3 xxx<br />

<strong>Case</strong> b3 31 xxx<br />

b3 xxx<br />

a1 B xxx<br />

a1 xxx<br />

a1 xxx<br />

a2 xxx<br />

a2 xxx<br />

a2 r3 xxx<br />

r2<br />

f1<br />

F<br />

E<br />

b1<br />

b2<br />

b3<br />

e1<br />

e2<br />

xxx<br />

xxx<br />

xxx<br />

xxx<br />

xxx<br />

RDN<br />

a<br />

RDN<br />

CSN<br />

Node#1<br />

B<br />

Node#2 Node#3 Node#4<br />

B<br />

B<br />

B<br />

r1<br />

r2<br />

r3<br />

A<br />

E<br />

F<br />

MO<br />

P1<br />

c = Val. A<br />

r2<br />

E<br />

B<br />

Node#5 Node#6<br />

r1<br />

A<br />

b MOf<br />

P1<br />

c = Val. A<br />

high<br />

MO<br />

P2 • a = high<br />

f = long<br />

mid<br />

<strong>Case</strong> 3<br />

low<br />

<strong>Case</strong> 4<br />

mid<br />

MO<br />

P3<br />

b = mid<br />

a<br />

low<br />

RDN MO<br />

P5<br />

b = low<br />

omitted b<br />

MO<br />

P1 c = Val. f A<br />

high mid low<br />

mid<br />

a<br />

low<br />

b f<br />

b<br />

low<br />

<strong>Case</strong> 5<br />

mid<br />

MO<br />

P4<br />

MO<br />

P2 a = high<br />

f = long<br />

high<br />

b<br />

a = high<br />

low<br />

b = mid<br />

f = long<br />

a<br />

<strong>Case</strong> 3<br />

low<br />

<strong>Case</strong>4<br />

mid<br />

a<br />

MO<br />

<strong>Case</strong> 4 P3<br />

b = mid<br />

high mid<br />

high mid<br />

MO<br />

P2 a = high <strong>Case</strong> a 3<br />

<strong>Case</strong> f 5=<br />

long<strong>Case</strong><br />

3<br />

high low<br />

b<br />

MO omitted<br />

P5<br />

b = low<br />

low<br />

mid low<br />

MO<br />

<strong>Case</strong> 4 aP3<br />

b = mid<br />

high mid<br />

a<br />

MO<br />

P5<br />

b = low<br />

a<br />

omitted<br />

g<br />

<strong>Case</strong> 5<br />

MO<br />

P4<br />

low<br />

a = high<br />

b = mid<br />

mid<br />

<strong>Case</strong>4 <strong>Case</strong> 5 <strong>Case</strong> 3<br />

high low high mid<br />

Very high<br />

<strong>Case</strong> 1<br />

mid<br />

<strong>Case</strong> 2<br />

f = long <strong>Case</strong> 5<br />

g<br />

MO<br />

P4<br />

a = high<br />

b = mid<br />

f = long<br />

<strong>Case</strong>4 <strong>Case</strong> 5 <strong>Case</strong> 3<br />

Very high mid<br />

g<br />

<strong>Case</strong> 1 <strong>Case</strong> 2<br />

Very high mid<br />

<strong>Case</strong> 1 <strong>Case</strong> 2<br />

r3<br />

F<br />

B<br />

r2<br />

E

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