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Return on Investment in Linking Content to CRM by Applying the Linked Data Stack Daniel Hladky, Martin Voigt and Svetlana Maltseva KESW 2014, September 2014 1 Text CSV RDBMS RDF CRM User CRM SYSTEM Extraction Storage & Querying Authoring Linking & Fusion Enrichment Quality Analysis Evolution & Repair Exploration & Analysis OntosLDIW

Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

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Slides from the talk at the KESW2014 conference. The accepted paper will be published at Springer

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Page 1: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Return on Investment in Linking

Content to CRM by Applying the

Linked Data Stack

Daniel Hladky, Martin Voigt andSvetlana MaltsevaKESW 2014, September 2014

1

Text

C

SVR

DB

MS

RD

F

CRM User

CRM SYSTEMExtraction

Storage & Querying

Authoring

Linking & Fusion

Enrichment

Quality Analysis

Evolution & Repair

Exploration & Analysis

OntosLDIW

Page 2: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

I speak about …

… the use case and its problems,

… our solution,

… the estimated ROI, and

… the main findings.

2

Page 3: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Use Case

Customer Relationship Management (CRM)

3

htt

p:/

/blo

g.u

nis

oft

.ne

t

Page 4: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Use Case: CRM

Target group: sales employee with multi-sides

information needs

4

Page 5: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

23%

accessible

as a

Service

Searchable

Use Case: Data Dilemma

5

Structured

40%

Unstructured

60%

En

terp

rise

Da

taW

eb

& S

N

Source: TowerGroup, BearingPoint

40%

12%

Page 6: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Use Case: Required Data

6

Customer(Potential, New, Existing)

Web Information

Credit Risk

News

Press & Social Media

Stock Market

Order

Products

RevenueActivities

(Call, Mail, Meeting)

Support Case(Open, Closed)

Contract

Terms & Conditions

Warranty

has

consists of

Page 7: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Use Case: Task Evaluation

7

Page 8: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Solution

Ontos Linked Data Information Workbench (OntosLDIW)

8

ON

TOS

LIN

KED

DA

TA

INFO

RM

AT

ION

WO

RK

BEN

CH Extraction and Loading

Linking and Fusion

Authoring

Enrichment

Visualization and Analytics

User

Sto

rage

Administrator

Po

rtal

Text DocumentsSpreadsheets

& CSVRelational DBs RDF Data

Page 9: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Solution: OverviewTe

xt

CSV

RD

BM

SR

DF

CRM User

CRM SYSTEMExtraction

Storage & Querying

Authoring

Linking & Fusion

Enrichment

Quality Analysis

Evolution & Repair

Exploration & Analysis

OntosLDIW

Page 10: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Solution: OntosLDIW & OntoDix

10

Ontology

•Common model

Extraction

•Mapping

•Extraction

Linking / Fusion

•Linking model

•Connect-Integrate

Store

•No-SQL “Graph”

Consume

•Reuse data

Page 11: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Solution: OntosLDIW & D2RQ

11

Ontology

•Common model

Extraction

•Mapping

•Extraction

Linking / Fusion

•Linking model

•Connect-Integrate

Store

•No-SQL “Graph”

Consume

•Reuse data

Page 12: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Solution: OntosLDIW & LIMES

12

Ontology

•Common model

Extraction

•Mapping

•Extraction

Linking / Fusion

•Linking Models

•Connect-Integrate

Store

•No-SQL “Graph”

Consume

•Reuse data

Page 13: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Solution: OntosLDIW & OntoQUAD

13

Ontology

•Common model

Extraction

•Mapping

•Extraction

Linking / Fusion

•Linking model

•Connect-Integrate

Store

•No-SQL “Graph” DB

Consume

•Reuse data

Page 14: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Solution: OntosLDIW & CRM

14

Ontology

•Common model

Extraction

•Mapping

•Extraction

Linking / Fusion

•Linking model

•Connect-Integrate

Store

•No-SQL “Graph”

Consume

•Reuse data

Page 15: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Solution: OntosLDIW & CRM

15

Ontology

•Common model

Extraction

•Mapping

•Extraction

Linking / Fusion

•Linking model

•Connect-Integrate

Store

•No-SQL “Graph”

Consume

•Reuse data

Page 16: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Return on Investment

OntosLDIW & CRM Integration

16

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p:/

/ww

w.p

ho

toc

ase

.de

/fo

to/1

87

22

Page 17: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

ROI: Costs

Page 18: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

ROI: Benefit & ROI in 3 years

ROI in 3 years: 186%

Page 19: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Sum it up…

http://www.photocase.de/foto/18722

Page 20: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Sum it up

CRM – Linked Data Integration

All required data in CRM time and cost efficiency

1min instead of 8min

Up-to-date information enables ad-hoc customer

queries

Lessons Learned and ToDos

Missing parts of LD lifecycle, e.g., InfoVis, quality

Enterprise lack of knowledge about Semantic Web

technologies and their benefits

Page 21: Return on Investment in Linking Content to CRM by Applying the Linked Data Stack

Q&A

Martin Voigt

Ontos AG / GmbH

Nidau (CH) / Leipzig (DE)

T: +49 341 21559-10

M: +49 178 40 222 58

E: [email protected]

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