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The Power of Mobile and Social Data
Ravi Shankar
Sr. Director, MDM Product Marketing, Informatica
Mingsheng Hong
Field CTO – HP Vertica
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Agenda
• Megatrends
• Sentiment Analysis
• The Power of Social Data
• The Power of Mobile Data
• Q&A
Twitter: use #INFATJ or #AskINFA Webex: Q&A in Console
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WHERE
On-Premise
PAST
FUTURE
WHAT
Transactions
HOW
Desktops
Mobile Interactions
Secular Technology Megatrends IT is changing
Cloud
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WHERE
On-Premise
PAST
FUTURE
Cloud
WHAT
Transactions
Interactions
HOW
Desktops
Mobile
Data Integration Data is changing
Transactions
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Source: An IDC White Paper - sponsored by EMC. As the Economy Contracts, the Digital Universe Expands.
Relational Data
“Transactional”
Social Data
“Interactional”
The Growing Challenge: “BIG DATA” Expanding the Frontiers of Data Integration
6 HP Confidential
Sentiment Analysis – What and Why
• Automatic opinion sentiment extraction
• Use cases
–Social media marketing
–Revenue prediction
–Financial trading
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7 HP Confidential
Status Quo
• In-memory processing + batch oriented aggregation
• Rudimentary NLP techniques
• Consequences
–Noisy output
–Long latency
–Limited scalability After Iron Man, I was disappointed by the lack of
superhero action in Iron Lady.
8 HP Confidential
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9 HP Confidential
Real-Time Sentiment Analysis Solution
10 HP Confidential
Solution Architecture
Twitter Adapter
SA Engine
Twitter Adapter
Twitter Adapter
SA Engine
SA Engine
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11 HP Confidential
Word Frequency and Tag Cloud
12 HP Confidential
Finding Key Influencers
K-Core: A sub-community where each member has at
least K connections
Power of influencers
Challenging to analyze a 90M node, 405M edge
graph
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Social
The Power of Social Data
Informatica Company Confidential – Do Not Distribute
1. Challenges in Exploiting Social Data
2. Using Data Integration and Data
Management to Harness Social
Data
3. Demo – Harnessing Social Data
4. Reference Architecture for
Integrating Social Data
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Social Media Landscape
Contextual Conversation
Discover the good prospects
based on their SM profiles.
Resolve issues raised in the SM
forums.
Is the customer that we are
serving at the store a SM VIP?
Sentiment Analysis
What are people saying about
the company/product?
What are people saying about
the competition?
How effective are my
campaigns?
Presence
1
Buzz
Content
Engage
4
Context &
Decisions
Relationship Analysis
Who knows who and how strong
a relationship?
Who do we do business with and
who is points of contact?
What is the sphere of influence
for this individual?
What’s the total exposure for any
one client?
Listen
2
Analyze
3
Interactions
Entities
Relationships
3+
Content
Resolution
Who are the people involved in
the conversation?
How are they related?
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Social
The Power of Social Data
Informatica Company Confidential – Do Not Distribute
1. Challenges in Exploiting Social Data
2. Using Data Integration and
Management to Harness Social
Data
3. Demo – Harnessing Social Data
4. Reference Architecture for
Integrating Social Data
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Source: RSR Research, May 2011
31%
0%
27%
38%
8%
35%
27%
62%
27%
23%
17%
17%
17%
37%
20%
37%
37%
43%
47%
27%
8%
17%
17%
25%
25%
42%
42%
42%
42%
42%
Customer loyalty is difficult to maintain
Customers know more about our value propositionthan our employees do
Competition is beating us to it
Our offer is being commoditized/We need to findnew ways to add value
We find out too late when we’ve made a mistake with product, price, etc
The effectiveness of traditional marketing channelsis diminishing
We’re missing out on customer sentiment
A website is no longer enough
We are being judged by our online/social presence
There is already a lot of social media dialog aboutus that we are not part of
Top Business Challenges Related To Social Media In Retail
Top Winners Winners Others
1. Challenges in Exploiting Social Data
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17 50%
58%
50%
38%
35%
58%
46%
35%
54%
42%
54%
65%
52%
68%
56%
62%
65%
50%
68%
60%
70%
70%
78%
78%
78%
80%
80%
80%
89%
89%
We’d like to be seen as an authority
We want to influence shopper decisions
Getting feedback from social channels is a new demandsignal
Social media provides a new medium to bolster sales
Better insight into demand through customer sentimentanalysis
The effectiveness of our product marketing andservices is more important than ever
Getting consumers to engage more with us online
Providing more ways for consumers to connect witheach other through our brand
Identifying customer needs helps us develop newapproaches to them
More directed and intimate conversations withcustomers through social media engagement
Top Opportunities To Overcome Challenges
Top Winners Winners Others
1. Challenges in Exploiting Social Data
Source: RSR Research, May 2011
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18
8%
11%
17%
21%
23%
25%
28%
28%
36%
43%
57%
We are wary of investing in a channel that reliesexclusively on other companies, like Facebook and Twitter
Difficulty getting IT resources for eCommerce/SocialNetworking projects
Stores are a higher technology investment priority
The marketing organization does not understand thedigital strategies we need to support eCommerce/Social…
The existing technology infrastructure is preventing usfrom moving forward
The business doesn't understand the mobile, social, orcross-channel opportunities
Budgeting - there is little capital investment available
We don’t yet know how to integrate Social Media with current CRM/loyalty and merchandising systems
We don’t know how to turn data gained from Social Media into actionable business intelligence
We don't have enough eCommerce/Social Networkingresources to manage all the available opportunities
ROI is hard to quantify
Please identify the top three (3) organizational inhibitors standing in the way of taking advantage of these opportunities:
1. Challenges in Exploiting Social Data
Source: RSR Research, May 2011
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Social
The Power of Social Data
Informatica Company Confidential – Do Not Distribute
1. Challenges in Exploiting Social Data
2. Using Data Integration and Data
Management to Harness Social
Data
3. Demo – Harnessing Social Data
4. Reference Architecture for
Integrating Social Data
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Master Data Management
Master Data Management
Operational
Analytical
Legacy Systems
Data Warehouse
Data Marts
Portal/ Dashboard
Business Intelligence
Legacy Systems
Applications
On Premise
Cloud
Third Party Data
Informatica Company Confidential – Do Not Distribute
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Helen Q. Liman
1385 Greenwich St
San Francisco, CA
94109
Hellen Liman
1385 Greenwich St
San Francisco, CA
94109
Helen Jane Liman
Jones Consulting
275 Battery Street
San Francisco, CA
Helen O. Linman
1385 Greenwich Ave
San Francisco, CA
94109
Finance
Legacy eCommerce
Loyalty
Single Customer View Trusted, Single View of Customer Profile
Informatica MDM
Master Data
Management
Helen Jane Liman
Home Contact Info:
1385 Greenwich St
San Francisco, CA 94109
Work Contact Info:
Jones Consulting
275 Battery Street San
Francisco, CA 94111
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Reconciling Social Identity The Next Step in Identity Resolution
Informatica Company Confidential – Do Not Distribute
Enterprise Apps
Third Party Data
Cloud Apps
Social Media
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1. Reconcile Corporate Identity with Social Identity
Helen’s Corporate Identity
Helen’s Social Identity
Informatica Company Confidential – Do Not Distribute
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• Deeper understanding
of customer likes and
dislikes
2. Enrich Corporate Profile with Social Profile
Informatica Company Confidential – Do Not Distribute
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• Deeper understanding
of customer likes and
dislikes
• View social graph;
understand network of
influence
2. Enrich Corporate Profile with Social Profile
Informatica Company Confidential – Do Not Distribute
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• Deeper understanding
of customer likes and
dislikes
• View social graph;
understand network of
influence
• Track social
interactions about
product and company
2. Enrich Corporate Profile with Social Profile
Informatica Company Confidential – Do Not Distribute
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3. Power Social eCommerce
Informatica Company Confidential – Do Not Distribute
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Social
The Power of Social Data
Informatica Company Confidential – Do Not Distribute
1. Challenges in Exploiting Social Data
2. Using Data Integration and Data
Management to Harness Social
Data
3. Demo – Harnessing Social Data
4. Reference Architecture for
Integrating Social Data
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Social
The Power of Social Data
Informatica Company Confidential – Do Not Distribute
1. Challenges in Exploiting Social Data
2. Using Data Integration and Data
Management to Harness Social
Data
3. Demo – Harnessing Social Data
4. Reference Architecture for
Integrating Social Data
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Reference Architecture for Integrating Social Data
Custom
Application SIF
Match (IR)
Master Record
Facebook
App
MDM
• User grants permission to read name, gender and
email address data from Facebook to Facebook
App.
• Facebook App passes data to Custom Application.
• Custom Application invokes SIF calls to identify
and reconcile match. Passes in user identity data
(ID, various profile attributes) and relationship data
(friends). Ideally a solution built using components
of the Informatica stack.
• Partner Solution
• Pre-existing Solution
• INFA Solution
• Partner Solution Identity and
Relationship Data
Existing web
service offered
OOTB for INFA
MDM MDE.
• OAuth Action
• Permissions Grant
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Reference Architecture for Integrating Social Data
PowerExchange for
Twitter
• Pull content from Twitter
based on a set of Twitter
Handles.
Data Quality
Extract the entities and
find relationships
mentioned in the tweets.
MDM
Match (IR)
Master Record
Tweets
DW
Extracted Entities
and Relationships
Matched
Master Record
Identities
Tweet Content
Twitter
Polling Job
Twitter
Handles
Twitter
Handles SM Jobs Master Entity Data
Relationship Data
• Products
• Product Hierarchies
• Customers
• Products
Only if Twitter Handles
are available.
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Mobile
The Power of Mobile Data
Informatica Company Confidential – Do Not Distribute
1. Using Data Management to
Harness Mobile Data
2. Demo – Harnessing Mobile Data
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Mobile MDM for iPad & iPhone
• Enable the Mobile workforce
• See location-based view of the customer
• View customer Transaction and Social Data
• Configurable
• Role based access control
• Simple search
• Proximity based search
• Integrated Cleanse functions
• Hierarchy visualization
• Create, Edit and View Master Data
• Social feeds
• Transaction data
Informatica Company Confidential – Do Not Distribute
34
Mobile
The Power of Mobile Data
Informatica Company Confidential – Do Not Distribute
1. Using Data Management to
Harness Mobile Data
2. Demo – Harnessing Mobile Data
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Next Steps
Download MDM Demo For future webinars, demos,
videos, whitepapers
Integrate Social Media
Into Your Apps
www.informatica.com/bigdata
www.informatica.com/mdm
www.vertica.com
Join the conversation
LinkedIn Groups:
• Informatica MDM
• Big Data Integration
• Vertica Community