<s>
A	O
semantic	B-General_Concept
decomposition	I-General_Concept
is	O
an	O
algorithm	O
that	O
breaks	O
down	O
the	O
meanings	O
of	O
phrases	O
or	O
concepts	O
into	O
less	O
complex	O
concepts	O
.	O
</s>
<s>
The	O
result	O
of	O
a	O
semantic	B-General_Concept
decomposition	I-General_Concept
is	O
a	O
representation	O
of	O
meaning	O
.	O
</s>
<s>
This	O
representation	O
can	O
be	O
used	O
for	O
tasks	O
,	O
such	O
as	O
those	O
related	O
to	O
artificial	B-Application
intelligence	I-Application
or	O
machine	O
learning	O
.	O
</s>
<s>
Semantic	B-General_Concept
decomposition	I-General_Concept
is	O
common	O
in	O
natural	B-Language
language	I-Language
processing	I-Language
applications	O
.	O
</s>
<s>
The	O
basic	O
idea	O
of	O
a	O
semantic	B-General_Concept
decomposition	I-General_Concept
is	O
taken	O
from	O
the	O
learning	O
skills	O
of	O
adult	O
humans	O
,	O
where	O
words	O
are	O
explained	O
using	O
other	O
words	O
.	O
</s>
<s>
Given	O
that	O
an	O
AI	B-Application
does	O
not	O
inherently	O
have	O
language	O
,	O
it	O
is	O
unable	O
to	O
think	O
about	O
the	O
meanings	O
behind	O
the	O
words	O
of	O
a	O
language	O
.	O
</s>
<s>
An	O
artificial	O
notion	O
of	O
meaning	O
needs	O
to	O
be	O
created	O
for	O
a	O
strong	O
AI	B-Application
to	O
emerge	O
.	O
</s>
<s>
Representing	O
meaning	O
as	O
a	O
graph	O
is	O
one	O
of	O
the	O
two	O
ways	O
that	O
both	O
an	O
AI	B-Application
cognition	O
and	O
a	O
linguistic	O
researcher	O
think	O
about	O
meaning	O
(	O
connectionist	O
view	O
)	O
.	O
</s>
<s>
Research	O
has	O
so	O
far	O
identified	O
semantic	O
measures	O
and	O
with	O
that	O
word-sense	B-General_Concept
disambiguation	I-General_Concept
(	O
WSD	O
)	O
-	O
the	O
differentiation	O
of	O
meaning	O
of	O
words	O
-	O
as	O
the	O
main	O
problem	O
of	O
language	B-General_Concept
understanding	I-General_Concept
.	O
</s>
<s>
As	O
an	O
AI-complete	O
environment	O
,	O
WSD	O
is	O
a	O
core	O
problem	O
of	O
natural	B-General_Concept
language	I-General_Concept
understanding	I-General_Concept
.	O
</s>
<s>
AI	B-Application
approaches	O
that	O
use	O
knowledge-given	O
reasoning	O
creates	O
a	O
notion	O
of	O
meaning	O
combining	O
the	O
state	O
of	O
the	O
art	O
knowledge	O
of	O
natural	O
meaning	O
with	O
the	O
symbolic	O
and	O
connectionist	O
formalization	O
of	O
meaning	O
for	O
AI	B-Application
.	O
</s>
<s>
This	O
graph	O
is	O
built	O
out	O
of	O
different	O
knowledge	O
sources	O
like	O
WordNet	B-General_Concept
,	O
Wiktionary	O
,	O
and	O
BabelNET	O
.	O
</s>
<s>
Future	O
work	O
uses	O
the	O
created	O
representation	O
of	O
meaning	O
to	O
build	O
heuristics	O
and	O
evaluate	O
them	O
through	O
capability	O
matching	O
and	O
agent	O
planning	O
,	O
chatbots	B-Application
or	O
other	O
applications	O
of	O
natural	B-General_Concept
language	I-General_Concept
understanding	I-General_Concept
.	O
</s>
