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La suite di business intelligence SpagoBI e i Big Data
Monica Franceschini - SpagoBI Architect
SpagoBI Competency Center - Engineering Group
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Cos'è la BI?BI = Business Intelligence
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Cos'è la BI?
• "trasformazione di dati e informazioni in conoscenza"• "sistemi per il supporto alle decisioni" (DDS)• un termine generico che comprende le applicazioni,
l'infrastruttura e gli strumenti e best practices che permettono l'accesso e l'analisi delle informazioni per migliorare e ottimizzare le decisioni e le prestazioni.
La Business Intelligence é:
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Cos'è la BI?Un tipico sistema di Business Intelligence
Raccolta dati Pulizia Validazione Integrazione
ElaborazioneAggregazioneAnalisi
Visualizzazione e utilizzo nei processi decisionali
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Cos'è la BI?ESEMPIO di Data mining: uomini 30-40 anni di età, shopping 17:00-07:00 il venerdì, che acquistavano pannolini probabilmente hanno anche birra nei loro carrelli.
Questo ha motivato il negozio di alimentari a spostare l'isola della birra più vicino all'isola dei pannolini --> aumento nelle vendite di entrambi.
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Cos'è SpagoBI?
SpagoBI è l'unica Suite di integrazione di Business Intelligence per le soluzioni enterprise di
BI, completamente sviluppata e rilasciata secondo l'approccio open source
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Cos'è SpagoBI?Integrazione
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Cos'è SpagoBI?Suite
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Cos'è SpagoBI?• Alcuni esempi di visualizzazione con SpagoBI:
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Cosa sono i Big Data?
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Cosa sono i Big Data?Volume: grandi moli di dati
Velocità: velocità di generazione dei dati e di processazione
Varietà: dati eterogenei per tipo e sorgente
Valore: informazione legata al dato - estrarre valore dal dato
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Cosa sono i Big Data?
VOLUME
Le dimensioni contano!
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Cosa sono i Big Data?
VOLUME
I volumi aumentano!
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Cosa sono i Big Data?VELOCITA'
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Come si integrano?
L'esempio più semplice, la ricerca semantica:• non solo guardare letteralmente il testo • considerare il significato contestuale
SEMANTICA
“Jaguar”
L'animale La macchina
Un vecchio sistema operativo Apple
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Come si integrano?
In-motion data Significare il dato con la semantica
Grandi volumi
for Big Data
ANALISI
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Cosa fate voi?
Catturate dati dai social networks
Preparate degli algoritmi per l'analisi
Eseguite l'analisi con SpagoBI
1.
2.
3.
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Questions & Answers