Albert Isern
CEO
Bismart
Smart Social Home Care for aging population in social exclusion risk
Microsoft Cortana Intelligence Suite
Smart Social Home Care for
aging population and
population in vulnerability.
Big Data solution for Health &
Social Services Planning
Microsoft Cortana Intelligence Suite
This old lady
Does she eat?
Does she walk?
Does she talk to anyone?
Did she wake up?
Did she open the refrigerator at least twice, today?
Did she open the door?
How much does she get for her pension?
How much does she pay of water or electricity?
How much does she pay for her apartment?
How much does she spend for her daily life?
Microsoft Cortana Intelligence Suite
For this challenge we collide with the privacy laws.
Anyway, we can still work with statistical information and aggregated information, to provide highly valuable information to Social Services.
Microsoft Cortana Intelligence Suite
Big Data to help vulnerable populationMethodology
Microsoft Cortana Intelligence Suite
Data scientists and domain experts are working
together to develop analytical models, to identify
which collectives need help and which services
they need.
• Social Demographic profile
• Types of homes and location
• Social services in the area
• Healthcare services in the area
Analyzing the relation between these four
dimensions allow predictive models to be
established, of the needs of these collectives.
Microsoft Cortana Intelligence Suite
Identifying the profiles that need the services
allows the execution of models that provide
predictive information of the probability of
demand in services
• In a geographical area
• For a collective
• In function of the evolution of the population
• In function of social or legal changes
This approach allows us to provide models of
aggregated demand for geographical areas and
type of social serviceMicrosoft Cortana Intelligence Suite
Population segmentation
according to demands in services
Geographically aggregated needs
forecast by service and
population growth
Location of People with difficult
access to services
Identifying areas with needs of
social service resizing
Microsoft Cortana Intelligence Suite
Microsoft Cortana Intelligence Suite
We will change from a palliative aproach to a preventive one
Thanks to Big Data we will change the world
Big Data. Machine Learning. Internet of Things
Microsoft Cortana Intelligence Suite
Big Data. Machine Learning. Internet of Things
Microsoft Cortana Intelligence Suite
Big Data. Machine Learning. Internet of Things
Microsoft Cortana Intelligence Suite
Big Data. Machine Learning. Internet of Things
Microsoft Cortana Intelligence Suite
Albert IsernBismart CEO