Singapore is obviously a shopping destination for near by countries. There are plenty of shopping malls in Singapore that can be a pleasant venue for shopping. But the advantage of number of malls and their distributed locations can be disadvantage at the same time when visitor don't know best where they better go. Especiallly when they looking for specific goods that only available in specific stores. Addressing this issue we come up with an idea to provide a service for visitor to help them finding the best mall.

2. Tourism Statistic in Singapore
0
50
100
150
200
250
300
350
400
450
2009
2010
2011
2012
2013
Accomoda/on
Food
&
Beverage
Shopping
Local
Transport
Medical
Sightseeing,
Entertainment
&
Gaming
• 27%
of
all
tourism
spend
is
on
shopping.
• Tourism
contributes
4%
of
GDP.
• Shopping
by
tourists
dropped
16%
per
capita.

3. Background
• As
a
smart
na/on
with
heaven
of
shopping
des/na/on,
Singapore
is
expected
to
provide
a
beQer
service
for
not
only
to
it's
ci/zen
but
also
for
tourist.
• Our
service,
Mall
Discovery,
helps
Tourists
shopping
in
a
smarter
way
by
delivering
a
data
mashup
web
service.
• On
the
next
level,
Singaporean
who
run
shops
in
malls
can
sells
in
a
beQer
way
by
engaging
buyers
who
using
our
service.

4. Datasets used
1. Federated
Datasets
Registry
– Dataset:
Popula/on
in
Singapore
shopping
malls
– Records:
58
2. Foursquare
– Datasets:
Mall
Venue,
Tips
Check-­‐in
– Records:
2,733
+
16,675
3. Wikipedia
– Datasets:
Mall
Descrip/on
4. Singapore
Tourism
Board
– Datasets:
Annual
report

5. Mall Discovery – “Mall of Malls”
• Problem
– So
many
malls
in
Singapore
– Don’t
know
which
one
is
the
best
in
terms
of
loca/on
and
product
• Customer
– Tourists
as
mall
seeker
– Buyers
as
crowdsourcer
of
informa/on
– Shop
owner
as
paying
user
• How
– Open
data
from
Federated
Datasets
Registry
combined
with
crowdsource
datasets
• What
– Developing
a
Mall
of
Malls
for
buyer
and
seller

6. Demo - home
h"p://datadiscoverysg.cybergl.co.id
Singapore
Map
equipped
with
bubbles
of
malls
with
different
colors
and
sizes
Bubble
size
represents
number
shop
in
par/cular
mall

7. Demo – list of malls
If
users
want
to
take
a
note
of
malls
then
they
can
show
the
malls
in
a
list
instead
of
in
a
map
h"p://datadiscoverysg.cybergl.co.id/mall.php

8. Demo – mall detail
h"p://datadiscoverysg.cybergl.co.id/mall.php?cmd=mall&mall_id=10157
When
you
click
on
any
mall
either
from
the
map
or
list,
it
will
show
you
a
list
of
shops
The
shops
taken
from
Foursquare
venues

9. Demo – shop detail
h"p://datadiscoverysg.cybergl.co.id/mall.php?cmd=shop&shop_id=2175
When
you
click
on
any
shop
it
will
show
you
a
list
of
products
that
come
from
crowdsourcing
If
the
seller
find
out
about
this
product
then
they
can
take
ownership

10. Demo – shops by category
User
can
use
the
map
mashup
to
view
mall
loca/on
based
on
category,
just
click
on
the
category
list
at
right
sidebar.

11. Demo – list of shops by category
Shops
in
a
category
not
only
can
be
viewed
in
a
map
but
also
in
a
list

12. Demo – search
The
main
func/on
is
the
search
form
where
it
will
show
you
a
map
with
loca/on
of
mall
that
having
shops
sell
your
searched
product

13. Demo – search
When
you
click
on
the
bubble
at
the
map,
it
will
show
you
a
list
of
product
that
matched
your
search
criteria
in
the
clicked
mall

14. Demo – product detail If
a
seller
take
an
ownership
of
a
product
they
can
complete
the
specific
informa/on
of
the
product
Further
more,
they
can
add
e-­‐commerce
feature
such
as
shopping-­‐cart
or
payment
afer
buy
a
subscrip/on

15. Business Model
• Value
Proposi/on
– Helps
tourist
find
malls/shops/products
EASILY
– Help
sellers
to
engage
their
buyers
by
crowdsourcing
– Promote
retail
sales
for
Singapore
as
a
whole
• Paying
Customer
– Shops
owner
that
takes
ownership
of
their
recommended
shop
or
product
• Revenue
Model
– Subscrip/on
of
advance
features
for
product/sale
management
tools
such
as
shopping
cart,
payment
gateway,
etc

16. What’s next?
• Crowdsource
more
data
• Integrate
with
the
ecommerce
plaiorm
• Inves/gate
Singapore
Tourism
Board
alliance

17. Thank You! J
MallDiscovery Team:
Wibisono Sastrodiwiryo
Prayoga Dahirsa
Muhammad Hafidz
Khairul Anshar