<s>
A	O
content	B-Application
discovery	I-Application
platform	I-Application
is	O
an	O
implemented	O
software	O
recommendation	O
platform	B-Device
which	O
uses	O
recommender	B-Application
system	I-Application
tools	O
.	O
</s>
<s>
A	O
content	B-Application
discovery	I-Application
platform	I-Application
delivers	O
personalized	O
content	O
to	O
websites	O
,	O
mobile	B-Application
devices	I-Application
and	O
set-top	O
boxes	O
.	O
</s>
<s>
A	O
large	O
range	O
of	O
content	B-Application
discovery	I-Application
platforms	I-Application
currently	O
exist	O
for	O
various	O
forms	O
of	O
content	O
ranging	O
from	O
news	O
articles	O
and	O
academic	O
journal	O
articles	O
to	O
television	O
.	O
</s>
<s>
Academic	O
content	B-Application
discovery	I-Application
has	O
recently	O
become	O
another	O
area	O
of	O
interest	O
,	O
with	O
several	O
companies	O
being	O
established	O
to	O
help	O
academic	O
researchers	O
keep	O
up	O
to	O
date	O
with	O
relevant	O
academic	O
content	O
and	O
serendipitously	O
discover	O
new	O
content	O
.	O
</s>
<s>
To	O
provide	O
and	O
recommend	O
content	O
,	O
a	O
search	B-Application
algorithm	I-Application
is	O
used	O
within	O
a	O
content	B-Application
discovery	I-Application
platform	I-Application
to	O
provide	O
keyword-related	O
search	O
results	O
.	O
</s>
<s>
Collaborative	B-Algorithm
filtering	I-Algorithm
of	O
different	O
users	O
 '	O
behaviour	O
,	O
preferences	O
,	O
and	O
ratings	O
.	O
</s>
<s>
An	O
emerging	O
market	O
for	O
content	B-Application
discovery	I-Application
platforms	I-Application
is	O
academic	O
content	O
.	O
</s>
<s>
Though	O
traditional	O
tools	O
academic	O
search	O
tools	O
such	O
as	O
Google	B-Library
Scholar	I-Library
or	O
PubMed	B-Library
provide	O
a	O
readily	O
accessible	O
database	O
of	O
journal	O
articles	O
,	O
content	O
recommendation	O
in	O
these	O
cases	O
are	O
performed	O
in	O
a	O
'	O
linear	O
 '	O
fashion	O
,	O
with	O
users	O
setting	O
'	O
alarms	O
 '	O
for	O
new	O
publications	O
based	O
on	O
keywords	O
,	O
journals	O
or	O
particular	O
authors	O
.	O
</s>
<s>
Google	B-Library
Scholar	I-Library
provides	O
an	O
'	O
Updates	O
 '	O
tool	O
that	O
suggests	O
articles	O
by	O
using	O
a	O
statistical	O
model	O
that	O
takes	O
a	O
researchers	O
 '	O
authorized	O
paper	O
and	O
citations	O
as	O
input	O
.	O
</s>
<s>
With	O
broadband-connected	O
devices	O
,	O
consumers	O
are	O
projected	O
to	O
have	O
access	O
to	O
content	O
from	O
linear	O
broadcast	O
sources	O
as	O
well	O
as	O
internet	O
television	O
.	O
</s>
<s>
By	O
using	O
a	O
search	O
and	O
recommendation	B-Application
engine	I-Application
,	O
viewers	O
are	O
provided	O
with	O
a	O
central	O
'	O
portal	O
 '	O
from	O
which	O
to	O
discover	O
content	O
from	O
several	O
sources	O
in	O
just	O
one	O
location	O
.	O
</s>
