Building a Big Data Maturity ModelSamudra Kanankearachchi

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Big Data Conference India

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Hype of Big Data is around Quantity

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Semantic Web (POC)

MSc Project Travel Planner

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Why Big Data is Not Popular yet in Sri Lanka?

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Does Sri Lanka have a real big data business case ?

How big are we in global?

Is Sri Lanka is too Small ?

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Is it Enough?

Only focus on Volume , Velocity Variety

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Let’s take real life example

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Impact of unplanned growth

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Infrastructure not mature for sustainable growth

Shared (Water , Food , Land , Energy …)

Popu

latio

n G

row

th

Qua

lity

of L

ife

Lack of Infrastructure for

growth

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Moral of the Story

Qualitative Quantity

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Why our tourism is a right match ?

Quantity Quality

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Many government initiative

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State of Software/IT Eco System

Lack of personalization.

Unable to convert information into Action

Lack of Timely information.

Mostly Surrounded with silos

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We need a maturity model

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Maturity Model

Optimizing

Intelligent/insight

Social Interaction

Semantic Connectivity

Basic Enterprise (Volume/Variety/Velocity )

Core Infrastructure ( Storage / Compute/ Internets)

Level 1

Level 2

Level 3

Level 4

Level 5

Big Data in Silos

If they can’t express

If they can’t Socialize

If not intelligent

If cannot scale and optimize

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Maturity Level 1 (Current State)

5. Optimizing

4. Intelligent insight

3. Social Interaction

2. Semantic Connectivity

1. Basic Enterprise (Volume/Variety/Velocity )

Core Infrastructure ( Storage / Compute/ Internets)

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Basic system

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Business Silos

Bus Providers

Flying /Shipping providers

TravelersHotels

Agencies Entertainment Providers

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Enterprise Silos

Cinnamon group

Amaya Group

Chaya Group

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Impact of Silos

As a traveler I wanted to find travel information to plan a trip to Sri Lanka

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Approach 1

Travel AgencyTraveler

Call

E-mail

Web System

Impact : [Lot of manual work for integration]

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Approach 2

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It is a web of documents

Impact : [Lot more manual work to find details]

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Maturity Level 2

5. Optimizing

4. Intelligent insight

3. Social

2. Semantic Connectivity

1. Basic Enterprise (Volume/Variety/Velocity )

Core Infrastructure ( Storage / Compute/ Internets)

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Web of Things

Hotels

SitesTaxi

Travelers

Night Clubs

Travel Agency

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Web of People , Places , Things

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Developing semantic graph

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Basic Ontology Sample

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Querying the Ontology

• Places near by “Hambanthota” ?• Places that are famous for wild life ?

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Facebook Graph Search

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Places in Kandy

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Openness- Standards

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Linking Ontologies Together

Linked Ontology/ Linked Data

XYZ Hotel Ontology

ABC Travel Agency

PQR Taxi Service Ontology

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Now I can query Complete travel plan

Linked Ontology/ Linked Data

• How to travel ?• Where to Stay ?• Food to eat ?• Options to Enjoy ?

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Maturity Level 3

5. Optimizing

4. Intelligent insight

3. Social

2. Semantic Connectivity

1. Basic Enterprise (Volume/Variety/Velocity )

Core Infrastructure ( Storage / Compute/ Internets)

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Adding Social Layer

Linked Ontology/ Linked Data

XYZ Hotel Ontology

ABC Travel Agency

PQR Taxi Service

Ontology

Social Layer (Sharing / Ranking /Tagging…)

Identity Collaboration

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Example

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Maturity Level 4

Optimizing

4. Intelligent insight

3. Social

2. Semantic Connectivity

1. Basic Enterprise (Volume/Variety/Velocity )

Core Infrastructure ( Storage / Compute/ Internets)

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Insights

5. Optimizing

4. Intelligent insight

3

2

1. Basic Enterprise (Volume/Variety/Velocity )

What can you offer with out level 2, Level 3 ?

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Insight

• Insight what you users wants• Your Ontologies has insight what the system

can offer • Integrating Internet of Things

• Analytics

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Maturity Level 5

Optimizing

4. Intelligent insight

3. Social

2. Semantic Connectivity

1. Basic Enterprise (Volume/Variety/Velocity )

Core Infrastructure ( Storage / Compute/ Internets)

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Apache Jena (Middleware)

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Scaling and Tooling

• https://jena.apache.org/• Microsoft.Net Port– http://www.linkeddatatools.com/downloads/jena-

net

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Facebook Open Graph (Alternative)

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Future (Apps , IOT, API)

Devices AppsUsers

Management. Access. Protection.

Data

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Developing a Market Place

Your Contact

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