You rang, M’LOD? Google Refine in the world of LOD

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Mateja Verlic

Presenting LOD-enabled version of Google Refine for linking and extending data with DBpedia

Technologie

You
rang,
M’LOD?
ì

Google
Reﬁne
in
the
world
of
LOD

Mateja
Verlic

Seman/c
Tech
&
Business
Conference

June
3-‐7,
2012
|
San
Francisco

2

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

3

Google
Reﬁne

ì  What
we’ve
seen
so
far

ì  Messy
data
gone
clean

ì  Filtering,
faceted
browsing

ì  Edi/ng
cells
and
columns,
clustering,
expor/ng

ì  Bulk
transforma/ons

ì  History

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

4

…
and
the
powerful
dark
side

ì  Reconcilia/on

ì  Extending
data

ì  Regular
expressions

ì  Integrated
GREL
commands

ì  Jython

ì  Extensions
(actually
not
so
many
of
them)

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

5

LOD2

ì  Crea/ng
knowledge
out
of
Interlinked
Data

ì  EU
FP7
project

ì  15
partners

ì  LOD2
in
a

:

LOD2
is
like
Batman
and
Robin:
business
and
academics

-‐
mighty
tools
and
a
bunch
of
real
&
good
use
cases

supported
by
science
for
success.

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

6

Linked
Open
Data

ì  Distributed
data,
diﬀerent
sources,
formats

ì  Open
Government
data

ì  Open
Data
Business
&
Business
of
Open
Data

ì  CKAN

ì  LOD2:
hap://www.lod2.eu

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

7

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

8

LODGreﬁne

ì  LOD-‐friendly
GoogleReﬁne
extensions

ì  RDF
extension

hap://lab.linkeddata.deri.ie/2010/greﬁne-‐rdf-‐extension/

ì  DBpedia
extension

ì  LODGreﬁne:
Google
Reﬁne
+
integrated
extensions

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

9

LODGreﬁne
toolbox

ì  Google
Reﬁne
func/onali/es
+

ì  Registering
reconcilia/on
service
based
on
a
SPARQL

endpoint,
RDF
dump
or
Sindice
search

ì  RDF
Export

ì  Extending
reconciled
column
with
data
from

DBpedia

ì  Extrac/ng
en//es
from
full
text
using
Zemanta
API

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

10

Mechanical
Future

ì  Integra/on
with
Amazon
Mechanical
Turk?

ì  Leveraging
crowd
intelligence

ì  Do
Workers
dream
reconciled
data?

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

11

Short
Summary

ì  Google
Reﬁne
-‐
what
we
had

ì  LOD
1st
class
ci/zen
in
GR
-‐
what
we
wanted

ì  Google
Reﬁne
extension(s)
-‐
what
we
did

ì  LODGreﬁne
-‐
what
we
have

ì  Mechanical
future
–
what
(we
think)
we
want

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

12

Demo
#1

ì  Pimp
my
data
under
10
minutes:
A
showcase
how

to
convert
data
from
a
website
into
a
linked
dataset

under
10
minutes.

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

13

Demo
#2

ì  Yes,
we
C(K)AN:
Conver/ng
one
of
the
CKAN
Open

Data
datasets
into
a
LOD
dataset

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

14

Thank
you

Mateja
Verlic

E-‐mail:
mateja.verlic@zemanta.com

Web:
hap://www-‐zemanta.com

LODGreﬁne:
hap://code.zemanta.com/sparkica

Twiaer:
@sparkica

©2012
Seman/c
Technology
Conference
June
3-‐7,
2012
June
7,
2012

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You rang, M’LOD? Google Refine in the world of LOD

1. You rang, M’LOD? ì Google Reﬁne in the world of LOD Mateja Verlic Seman/c Tech & Business Conference June 3-‐7, 2012 | San Francisco

3. 3 Google Reﬁne ì  What we’ve seen so far ì  Messy data gone clean ì  Filtering, faceted browsing ì  Edi/ng cells and columns, clustering, expor/ng ì  Bulk transforma/ons ì  History ©2012 Seman/c Technology Conference June 3-‐7, 2012 June 7, 2012

4. 4 … and the powerful dark side ì  Reconcilia/on ì  Extending data ì  Regular expressions ì  Integrated GREL commands ì  Jython ì  Extensions (actually not so many of them) ©2012 Seman/c Technology Conference June 3-‐7, 2012 June 7, 2012

5. 5 LOD2 ì  Crea/ng knowledge out of Interlinked Data ì  EU FP7 project ì  15 partners ì  LOD2 in a : LOD2 is like Batman and Robin: business and academics -‐ mighty tools and a bunch of real & good use cases supported by science for success. ©2012 Seman/c Technology Conference June 3-‐7, 2012 June 7, 2012

6. 6 Linked Open Data ì  Distributed data, diﬀerent sources, formats ì  Open Government data ì  Open Data Business & Business of Open Data ì  CKAN ì  LOD2: hap://www.lod2.eu ©2012 Seman/c Technology Conference June 3-‐7, 2012 June 7, 2012

8. 8 LODGrefine ì  LOD-‐friendly GoogleRefine extensions ì  RDF extension hap://lab.linkeddata.deri.ie/2010/grefine-‐rdf-‐extension/ ì  DBpedia extension ì  LODGrefine: Google Refine + integrated extensions ©2012 Seman/c Technology Conference June 3-‐7, 2012 June 7, 2012

9. 9 LODGreﬁne toolbox ì  Google Reﬁne func/onali/es + ì  Registering reconcilia/on service based on a SPARQL endpoint, RDF dump or Sindice search ì  RDF Export ì  Extending reconciled column with data from DBpedia ì  Extrac/ng en//es from full text using Zemanta API ©2012 Seman/c Technology Conference June 3-‐7, 2012 June 7, 2012

10. 10 Mechanical Future ì  Integra/on with Amazon Mechanical Turk? ì  Leveraging crowd intelligence ì  Do Workers dream reconciled data? ©2012 Seman/c Technology Conference June 3-‐7, 2012 June 7, 2012

11. 11 Short Summary ì  Google Refine -‐ what we had ì  LOD 1st class ci/zen in GR -‐ what we wanted ì  Google Refine extension(s) -‐ what we did ì  LODGrefine -‐ what we have ì  Mechanical future – what (we think) we want ©2012 Seman/c Technology Conference June 3-‐7, 2012 June 7, 2012

14. 14 Thank you Mateja Verlic E-‐mail: mateja.verlic@zemanta.com Web: hap://www-‐zemanta.com LODGreﬁne: hap://code.zemanta.com/sparkica Twiaer: @sparkica ©2012 Seman/c Technology Conference June 3-‐7, 2012 June 7, 2012

You rang, M’LOD? Google Refine in the world of LOD

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