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OVERVIEW • Information Discovery and Location Intelligence for Ministry
of Labor – Measuring the effectiveness of the portal Cliclavoro in
providing services to foster employment among constituents
CHALLENGES / OPPORTUNITIES • Integration of data from heterogeneous sources: DW, social
networks, web blogs, open data • Combination between information discovery and geo-analysis
SOLUTIONS • Endeca Information Discovery 3.1 • Oracle Spatial and Graph 11g • Oracle MapViewer 11g • Oracle DB 11g
RESULTS • Public administration oriented
• Finding most popular labor topics depending on the specific geographic area, to enable target-specific initiatives.
• Finding user opinions on labor initiatives, to improve public services.
• Analyzing types of activities performed by different user categories (e.g., company, citizen, labor agency) depending on the specific geographic area, to find areas needing support or excellence areas on the contrary
• Customer oriented • Discover labor vacancies that fit user needs (e.g,
user location, desired professional qualification, type of labor).
Social Location Intelligence
Social Location Intelligence Information Discovery meets Location Intelligence for Ministry of Labor
Program Agenda
• Who is Iconsulting • Social Location Intelligence: Live Demo • Social Location Intelligence: The solution • Q&A
Program Agenda
• Who is Iconsulting • Social Location Intelligence: Live Demo • Social Location Intelligence: The solution • Q&A
Iconsulting Independent consulting company specialized in DWH, BI & PM
Strong expertise on all the market leading technologies
More than 300 projects; more than 100 customers
Professorship in main Italian Universities and Business Schools
In-house Academy providing education services to professionals who need to develop their skills
Spin-off of a major Research University Consortium
25% of our time invested in R&D
Certified Partner of the main Business Intelligence software vendors
# Data Warehouse # Business Intelligence # Performance Management
INNOVATIVE SPECIALIZED DEVELOPING
SKILLS VENDOR
INDEPENDENT
2 3 4 1
Iconsulting Our core business
Business Intelligence
Turning data into Information
Historicize and Organize Information Facilitating access to information
Evolution Trends (Big Data)
+ end users + informations + performance
Analytics and
Business Intelligence
Mobile Technologies
Cloud Computing
Collaboration Technologies
Connect analysis to Action
Analyze data in Real Time
Self-service BI
Advanced visualization (mapping, etc.)
New data type (unstructured data / text)
Information Discovery on Big Data
New channels of access (Mobile)
Collaboration & Social
Iconsulting Our solutions – Public administration
• Crime Analysis • Health Service Analysis • Job Offers/Application Analysis • Education Services Analysis • Traffic & Road System • Network of Territory Sensors • Rural Affairs Government Subsidies
Iconsulting Our solutions – Private sector
• Store Performance & Territory Potential Analysis • Indoor Analysis • Financial Services Performance Analysis • Automotive Dealer Performance Analysis
Social Location Intelligence
Ministry of Labor Measure the effectiveness of the portal to foster employment
• Quantative and qualitative analysis
• Information Discovery
• Location analysis
Goal
• Visitor segmentation based on their requested services and geographic location
• Trend topic discovery
Social Location Intelligence Needs
• Integration of DW information, open data and semi-structured data
• Crawling from social networks (e.g., Facebook) and web blogs
• User localization
Social Location Intelligence Requirements
• Endeca Information Discovery 3.1
• Oracle Spatial and Graph 11g
• Oracle MapViewer 11g
• Oracle DB 11g
Social Location Intelligence Technology
Program Agenda
• Who is Iconsulting • Social Location Intelligence: Live Demo • Social Location Intelligence: The solution • Q&A
Social Location Analysis Text analysis component
CRAWLING
Web sites and blogs
Social networks
Thread
s, posts, com
men
ts, tweets
PROCESSING
Text enrichment
-‐ ontology-‐based
-‐ staEsEcal alg.
Ontologies (.ow
l) Stamming
Tagging
Topics(+iniEal inform
arEon
) DBM
S + ?? SENTIMENT
INDEX CALCULATION
Domain-‐based
Storage + Frontend
Inde
xes (sub
ject, top
ic, d
ocum
ent)
Social Location Analysis Location intelligence component
• Integration of custom maps on Endeca
• Component elements: – EQL query: request Endeca data (metrics
and attributes)
– HTML page: invoke file for map generation; Endeca data is passed via NSDP
– Map generator for Location Intelligence (JavaScript API)
EQL query
HTML page
Social Location Analysis Location intelligence component
Ajax API PortalPagNav() Dashboard URL
Go URL
NSDP
JDBC Geo-Data
Warehouse
JSP + JDBC
Social Location Intelligence Result
• Discovering geographic areas where the portal is poorly used
• Identifying potential users for target-specific campaigns
• Finding both popular and ineffective employment initiatives