SDL Social Intelligence Roadmap
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Transcript of SDL Social Intelligence Roadmap
SDL Proprietary and Confidential
Social Intelligence Strategy and RoadmapJuly 2013
Daryl Orts, VP Technology, SDL Social Intelligence
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• Introduction•What is a Social Intelligence platform?•SDL Social Intelligence architecture
Topics
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•Big Data–Billions of daily posts and tweets are generated from tens of millions of
individuals across social networks and open-source channels
•Heterogeneous–Sound and movie files, images, documents, geo-location data, web
logs, and text strings
–Some structured data, but mostly unstructured
–Hundreds of languages and countries
•Real-time–Every minute, there are
• 100,000+ Tweets, 600,000+ Facebook posts, 25,000+ Tumblr posts
Social Media Data
Data Collection & Storage
Real-time data from data aggregators and direct from source providers
Gnip, Spinn3r, Boardreader
Pre-processing: language/country detection, dupe elimination, blacklist/whitelist, sentiment analysis
~80M daily posts stored in warehouse
Social Intelligence - From Data to Insights
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Data Collection & Storage
Real-time data from data aggregators and direct from source providers
Gnip, Spinn3r, Boardreader
Pre-processing: language/country detection, dupe elimination, blacklist/whitelist, sentiment analysis
~80M daily posts stored in warehouse
Search, Organize & Analyze Data
Search on keywords & filter on country, language, dates, and excluded words
Categorize search results
Analyze on languages, countries, authors, channels, sentiment, and more
Social Intelligence - From Data to Insights
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Data Collection & Storage
Real-time data from data aggregators and direct from source providers
Gnip, Spinn3r, Boardreader
Pre-processing: language/country detection, dupe elimination, blacklist/whitelist, sentiment analysis
~80M daily posts stored in warehouse
Search, Organize & Analyze Data
Search on keywords & filter on country, language, dates, and excluded words
Categorize search results
Analyze on languages, countries, authors, channels, sentiment, and more
Social Intelligence - From Data to Insights
Predictive Measurement
Filter on conversations relevant to Customer Commitment Framework journeys: shopping, sharing & advocacy
Compute predictive metrics on customer behavior
Pre-Processor• Language Detection• Country Detection• Basic Categorization • Dupe Detection• Content Tone
Collector Cluster
SDL SM2 Architecture
DW Sandbox
Analytics
Search
Reports
Admin
Post ProcessorReal-time Filtering
SM2
Pre-Processor• Language Detection• Country Detection• Basic Categorization • Dupe Detection• Content Tone
Collector Cluster
2013 SM2 Plan
Candidate Features for H2 2013 Improved Language Detection Improved Authority Rank Search & Filter modifications Improve performance, reliability and
scalability
January – 5.5 CCD integration (minor) visual refresh Data collection improvements
March – 5.6 Support Twitter API changes Custom Source changes (Twitter related) Change to Gnip collector (Twitter related) Data collector configuration (Spinn3r)
June – 5.7 Improved Country Detection 2 year historical data reach (UI) Minor Search set-up changes
SDL SM2 Release Plan
DW Sandbox
Analytics
Search
Reports
Admin
Post ProcessorReal-time Filtering
SM2
Pre-Processor• Language Detection• Country Detection• Basic Categorization • Dupe Detection• Content Tone
Collector Cluster
DW Sandbox
Analytics
Search
Reports
Admin
Post ProcessorReal-time Filtering
DWCCD
Metrics
CustomerJourney
SM2 Integration
Curated Data
Journey Paths
SM2 CCD
SDL CCD Architecture
February – Beta Launch (1.0) Metrics (PCS/BCS/CRS) Customer Journey & Experiences SM2 Integration Industry Benchmarking
June – Market Launch (1.1) Journey Paths
Pre-Processor• Language Detection• Country Detection• Basic Categorization • Dupe Detection• Content Tone
Collector Cluster
DW Sandbox
Analytics
Search
Reports
Admin
Post ProcessorReal-time Filtering
2013 CCD Plan
Candidate Features for H2 2013 Journey Paths attributes (social channels,
content tone, demographics) Enhanced User Experience Performance Improvements of CCD
database Begin migration from SQL Server
infrastructure to new architecture
DWCCD
Metrics
CustomerJourney
SM2 Integration
Curated Data
Journey Paths
SM2 CCD
SDL CCD Release Plan
SDL SI Next Generation Architecture
Pre-Processor• Language Detection• Country Detection• Basic Categorization • Dupe Detection• Content Tone
Collector Cluster
Loader
Indexer
Elastic Search
HDFS
HBase
Map
Red
uce
AP
I
Pre
-pro
cessed
Data
BIG
DA
TA
A
RC
HIT
EC
TU
RE
DW Sandbox
Analytics
Search
Reports
Admin
Post ProcessorReal-time Filtering
DWCCD
Metrics
CustomerJourney
SM2 Integration
Curated Data
Journey Paths
SM2 CCD
Convergence of SDL SM2 and SDL CCD
Pre-Processor• Language Detection• Country Detection• Basic Categorization • Dupe Detection• Content Tone
Collector Cluster
New Sandbox
CCD
Search
New UI
Pre
-pro
cessed
Data
SM2 New Client
Reports
Client Evolution
BIG
DA
TA
A
RC
HIT
EC
TU
RE
New CCD
Loader
Indexer
Elastic Search
HDFS
HBase
Map
Red
uce
AP
I
DW Sandbox
Analytics
Search
Reports
Admin
Post ProcessorReal-time Filtering
DWCCD
Metrics
CustomerJourney
SM2 Integration
Curated Data
Journey Paths
SM2 CCD
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