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GeoSpatial Business Analytics:
Better Decisions for Retail Companies with Spatial Data
Location Intelligence
Empowers analytical capabilities for Italian Healthcare
Nicola SandoliBusiness Development Manager
Marco VignoliLocation Intelligence Expert
@sandolinic
ICONSULTING
INNOVATIVE SPECIALIZEDDEVELOPING
SKILLSVENDOR
INDEPENDENT
2 3 41
WHO
WE ARE
# Data Warehouse# Business Intelligence# Performance Management
300+ projects – 100+ customers
Professorship in prestigious Italian Universities and Business Schools
Spin-off of a Research University Consortium
2013: Oracle Spatial and Graph Excellence
Award – Washington D.C. (USA)
2014:
- UK Trade & Investment - Market Entrant Awards
- GeoSpatial World Forum (Geneva - May)
- Location Intelligence Conference (Washington - May)
- ISOLDE (Naples - June)
@marco_vignoli
@sandolinic
Silos Point of View
@sandolinic
“Location intelligence is a set of tools and techniques to integrate a geographical dimension into BI platforms,
aimed at enhancingtheir capability of better monitoring and interpreting
business events.”
What Location Intelligence is ?
Golfarelli, Mantovani, Ravaldi, Rizzi: Lily: A Geo-Enhanced Library for Location Intelligence15th International Conference, DaWaK 2013, Prague, Czech Republic
@marco_vignoli
@sandolinic
Big Data Analytics - Location Intelligence
Crime & Police
Healthcare
Unstructured Data and Sentiment Analysis
Rural Affairs GovernmentSubsidies
Traffic & Transportation
Geo-MKT & Territory Potential
Indoor
Network of Territory Sensors
@marco_vignoli
@sandolinic
INFORMATIONDISCOVERY
LIBRARY
WRITE BACK ACTIONSIMULATION PREDICTION
REAL TIME
GEO
GEO SPATIAL & TRADITIONAL DATA INTEGRATION
GEO PREDICTIVEALGORITHMS
BUSINESS ANALYSIS
SOURCES
WEB & MOBILE
ENTERPRISEDATAWAREHOUSE
Location Intelligence Framework
@marco_vignoli
@sandolinic
Demo
GeoSpatial Business Analytics:
Better Decisions for Retail Companies with Spatial Data
Location Intelligence
Empowers analytical capabilities for Italian Healthcare
Healthcare:http://www.iconsulting.biz/downloads/Business-case_Healthcare.pdf
Location Intelligence:http://www.iconsulting.biz/ic/en/location-intelligence.html
Geomarketing:http://www.iconsulting.biz/downloads/Business_case_territory_pot_analysis.pdf
Indoor Analysis:http://www.iconsulting.biz/downloads/Business_case_indoor_analysis.pdf
@marco_vignoli
@sandolinic
Location Intelligence Architectures
BI FRONT END GIS FRONT END
BI SERVER GIS SERVERBRIDGE
DWH GIS DB
BI FRONT END
BI SERVERS
DWH
SPATIAL DATA
GIS DB
GEO DWH
@marco_vignoli
@sandolinic
Location Intelligence Architectures
PRESENTATION LAYER
Standard reportMaps report
(Mapviewer + ISEE)
OBIEE
TSM_ID TSM_DES TME_ID
TME_DES
IMDM_ID
IMDM_DES
ROUTE_ID
ROUTE_DES
TSM_GEO TME_GEO IMDM_GEO
ROUTE_GEO
1 Colchester 11 Colchester
111 Ipswich 1111 Anglia SDO_GEOM(…)
SDO_GEOM(…)
SDO_GEOM(…)
SDO_GEOM(…)
2 Norwich 21 Norwich 111 Ipswich 1111 Anglia SDO_GEOM(…)
SDO_GEOM(…)
SDO_GEOM(…)
SDO_GEOM(…)
3 Barking 31 Barking 222 Romford 1111 Anglia SDO_GEOM(…)
SDO_GEOM(…)
SDO_GEOM(…)
SDO_GEOM(…)
4 Romford 31 Romford 222 Romford 1111 Anglia SDO_GEOM(…)
SDO_GEOM(…)
SDO_GEOM(…)
SDO_GEOM(…)
GEOGRAPHIC DIMENSION
Geographic Identifiers and Descriptions
Geographic shapes
DATA WAREHOUSE LAYER (classic Star Schema)
COSTDIMENSION
SPEEDDIMENSION
COST FACTTABLE
TRACK GEOMETRYFACT TABLE
TIMEDIMENSION
@marco_vignoli
@sandolinic
Nicola SandoliBusiness Development Manager
@marco_vignoli
Marco VignoliLocation Intelligence Expert
