Described our approach and various solutions & prototypes we implemented to get the right information to the right people at the right time.

1. Crea%ng
a
truly
innova%ve
holis%c
system
that
captures
and
channels
insights
out
to
the
right
people
Sebas'en
Lefebvre
Director
R&D
IT
Pla8orms
BiogenIdec

2. Problem
statement
Enterprise
Content
Management
restrict
access
to
most
people
Increasing
partnerships
and
collabora'ons
across
the
industry
Increasing
internal
and
external
complexity
of
informa'on
sources
Provide
simplified
access
to
an
ever-­‐growing
corpus
of
informa'on
Low
accessibility
to
informa'on
and
data
Low
quality
of
informa'on
cura'on
and
lack
of
ability
to
integrate
disparate
informa'on
Ad
hoc
nature
to
managing
flow
of
informa'on
with
collaborators
and
partners
High
accessibility
to
informa'on
through
search
and
knowledge
dashboard
capabili'es
High
linkage
across
informa'on
and
datasets
A
single
simplified
external
partner
and
collaborator
pla8orm
for
informa'on
sharing

3. Data
Text
Connec'ng
people
ßà
content/data
Users
world
Dashboard
Informa'on
challenge
Internet
+
Intranet
Internet
+
Intranet
Internet
+
Intranet
{Ownership,
Security,
Source}

4. ETL
&
ELT
Search
Pla8orm
Data/Informa'on
Hub
Social
Informa'on
Portal
Knowledge
Dashboard
Solu'on
&
Approach
{360
view}
Taxonomies
Dic'onaries
TrustedKeys
Lexicon
Ownership,
Security,
Lineage
Old
concepts
meets
new
technological
capabili'es
Apply
constant
transforma'on
Graph
Compu'ng
Content
Analy'cs
FingerPrin'ng
Crowd
Cura'on
Channeling
Profiling

5. Doc
type
logo
Title
Link
(e.g.
file,
URL)
3
3.5
Repository
or
Site
logo
Title
Link
(e.g.
file,
URL)
3
3.5
Theme
logo
or
custom
image
Title
Link
(e.g.
file,
URL)
3
3.5
Image
of
Source
Title
Link
(e.g.
file,
URL)
3
3.5
Image
audio
type
Title
Link
(e.g.
file,
URL)
3
3.5
Video
Title
Link
(e.g.
file,
URL)
3
3.5
Document
File
Folder
Space
RSS
Audio
Video
Social
Informa'on
Portal
Channel
type
–
look
&
feel

6. A
WorkSpace
Doc
type
logo
Title
Link
(e.g.
file,
URL)
3
3.5
Social
Informa'on
Portal
FingerPrin'ng
Crowd
Cura'on
Channeling
Profiling
Sugges'on
Algo
Creator/Consumer
Security
Lineage
Informa'on
at
your
finger'ps
User
Profile
Organiza'on
LinkedIn
+
AD
Interests
Usage
fingerprin'ng
fingerprin'ng
Matching
(lexicon
+
Algo)
Suggest
new
content
Feed
the
Search
Pla8orm
Doc
type
logo
Title
Link
(e.g.
file,
URL)
3
3.5
Doc
type
logo
Title
Link
(e.g.
file,
URL)
3
3.5
Key
concepts

7. Search
&
Analy'cs
Pla8orm
Index
Document
Record
Linguis'cs
(Concepts
&
Similarity)
Language
of
Science
(Concepts
&
Vocabs)
Custom
Seman'c
Enrichment
TMA
Taxonomies
Dic'onaries
TrustedKeys
Lexicon
Faceted
Search
{En'ty,
{Document,
{Concepts}}}
Content
Analy'cs
API
calls
Doc
type
logo
Title
Link
(e.g.
file,
URL)
3
3.5
Doc
type
logo
Title
Link
(e.g.
file,
URL)
3
3.5
Social
Portal
{Document,
{Concepts}}

8. First a 360 degree view
Right Molecule/Substance (SubstanceID)
Right Target (ProteinID,GeneID)
Right Tissue (CellType, CellLineID)
Right Delivery (Formulation vocabs, Device vocabs)
Right Patient (BioMarker vocabs)
Right Payer (GeoCommercial vocabs)
Right Safety (Safety vocabs)
…
8Controlled
vocabularies
Doc
Data
En'ty
Graph
360
View
Vocabs
&
IDs
Content
&
Concepts
&
Provenance
Data
&
Concepts
&
Provenance
Visualize
Analy%cs
Aggregate
Knowledge
Dashboard

9. What makes up a Knowledge Dashboard?
Doc
Data
En'ty
Graph
360
View
Vocabs
&
IDs
Content
&
Concepts
&
Provenance
Data
&
Concepts
&
Provenance
Visualize
Analy%cs
Aggregate
Doc
Data
En'ty
Graph
360
View
Vocabs
&
IDs
Content
&
Concepts
&
Provenance
Data
&
Concepts
&
Provenance
Visualize
Analy%cs
Aggregate
Dashboard
En''es
network
Visualize
Analy%cs
Aggregate
Right Molecule/Substance
Right Target
Right Tissue
Right Delivery
Right Patient
Right Commercial
Right Monitoring
…all at once!
Custom
built
framework
…

10. Ac-on
points
4 things to take home
10
• Search
• Social
• Graph
• Lexicon
Search platform is your unstructured
content aggregator and much more…
Leverage your community…have a
social information platform
A Information/Data hub is where you
connect it all…”data lake?”
You need a controlled vocabulary as
the metadata “glue”