Dr. Fenareti Lampathaki, Iosif Alvertis National Technical University of Athens (NTUA)

1. Unstructured & Social Data
Analytics Specific Enabler
FITMAN Anlzer
Dr. Fenareti Lampathaki, Iosif Alvertis
National Technical University of Athens (NTUA)
FITMAN SE Webinar Series,
November 25th, 2013
25/11/2013
FITMAN Webinar
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2. Outline
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•
•
•
•
Why to get it?
What you get?
How to get it?
Live Demonstration
Q&A
25/11/2013
FITMAN Webinar
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3. Why to get it
Understand the context
•
A new age of engagement and collaboration has emerged with
the proliferation of user‐generated content
•
The quantity of information in the world is soaring, with
businesses, governments and society only starting to tap its
potential
•
Harnessing collective intelligence represents a challenge for
any manufacturing industry.
• To understand what is discussed online about any topic of interest, instantly
catching the market realm
• To early identify sentiments about products and brands, thus preventing
potential damage to the corporate reputation
• To detect on time user trends in order to be incorporated in product design
25/11/2013
FITMAN Webinar
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4. What you get
The FITMAN “Unstructured and Social Data Analytics” Specific Enabler (FITMAN‐
Anlzer) extracts unstructured data from selected web resources and social data
from selected social networks and turns such user‐generated content to
knowledge to be used for the benefit of manufacturers.
A web infrastructure for Digital Factories and beyond to ….
Collect
Store
Process
Visualize
Interact with
Unstructured & Social Data
25/11/2013
FITMAN Webinar
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5. Functionalities
SVM Training
Keyword‐ & Account‐based
Information Acquisition
Tokenization
Conversion to lowercase
Sentiment Analysis
……
Stop-words Filtering
Tokens Filtering
Added-value User Generated Content (UGC)
Trend Analysis
URL Removal
Username Removal
25/11/2013
+ Light Stemming
+ Term Frequency
Information Filtering
FITMAN Webinar
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6. High‐level Architecture
Visualization & Report Creator Engine
Trend & Sentiment Analysis Engine
FI‐WARE
Unstructured
Data Analysis
GE
Processing /Querying Engine
Storage System
Data Connectors
…………
Scalable… Transferable… Extensible… Open-source…
25/11/2013
FITMAN SE Webinar
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7. Terms & Conditions
Open Source: MIT License
Permitting any kind of reuse of software
provided all copies of the new software
include a copy of the original
MIT License terms.
Source Code
Free use (with possible limitations)
upon registration
Software-as-a-Service
25/11/2013
FITMAN SE Webinar
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8. Scenario: The User Perspective
1
I want to monitor trends for furniture, so I
access the FITMAN Unstructured & Social
Data Analytics SE
I select the keywords,
2 accounts and categories
to be monitored
I provide the
3 necessary training
material
5
6
4
Users
Connectors
Automatically
Collect data
Publish UGC
I create the exact queries I
am interested to view
I view collected data near real‐time
I navigate to the analysis & refine results
25/11/2013
FITMAN SE Webinar
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9. Q&A
• Questions?
More information about FITMAN Anlzer can be found in the
FITMAN Catalogue
(http://catalogue.fitman.atosresearch.eu/enablers/unstructured‐
and‐social‐data‐analytics)
Contact us at: flamp@epu.ntua.gr
25/11/2013
FITMAN SE Webinar
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10. Join Us!
Thanks for your attention!
Dr. Fenareti Lampathaki, Iosif Alvertis (NTUA)
flamp@epu.ntua.gr
alvertisjo@epu.ntua.gr
25/11/2013
fenareti.lampathaki
alvertisjo
FITMAN SE Webinar
@fenareti
@alvertisjo
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