<s>
node2vec	B-General_Concept
is	O
an	O
algorithm	O
to	O
generate	O
vector	O
representations	O
of	O
nodes	O
on	O
a	O
graph	O
.	O
</s>
<s>
The	O
node2vec	B-General_Concept
framework	O
learns	O
low-dimensional	O
representations	O
for	O
nodes	O
in	O
a	O
graph	O
through	O
the	O
use	O
of	O
random	O
walks	O
through	O
a	O
graph	O
starting	O
at	O
a	O
target	O
node	O
.	O
</s>
<s>
node2vec	B-General_Concept
follows	O
the	O
intuition	O
that	O
random	O
walks	O
through	O
a	O
graph	O
can	O
be	O
treated	O
like	O
sentences	O
in	O
a	O
corpus	O
.	O
</s>
<s>
By	O
feeding	O
these	O
"	O
sentences	O
"	O
into	O
a	O
skip-gram	B-Language
,	O
or	O
by	O
using	O
the	O
continuous	B-General_Concept
bag	I-General_Concept
of	I-General_Concept
words	I-General_Concept
model	O
paths	O
found	O
by	O
random	O
walks	O
can	O
be	O
treated	O
as	O
sentences	O
,	O
and	O
traditional	O
data-mining	O
techniques	O
for	O
documents	O
can	O
be	O
used	O
.	O
</s>
