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InterSystems presentatie: Active analytics for big data
 

InterSystems presentatie: Active analytics for big data

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In deze presentatie leest u over de volgende onderwerpen: ...

In deze presentatie leest u over de volgende onderwerpen:
• Big Data in Real Life
• How to approach Big Data in general
• Why is the Unstructured part of Big Data important
• Typical scenario’s for the Unstructured Part of Big Data
• Different approaches for different scenarios
• Conclusion

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    InterSystems presentatie: Active analytics for big data InterSystems presentatie: Active analytics for big data Presentation Transcript

    • Active Analytics for Big Data Michael Brands
    • Agenda • Big Data in Real Life • How to approach Big Data in general • Why is the Unstructured part of Big Data important • Typical scenario’s for the Unstructured Part of Big Data • Different approaches for different scenarios • Conclusion
    • Big Data in real life Ugliness is in a way superior to beauty because it lasts. Serge Gainsbourg Uglinessis in a way superior to beauty because it lasts. Serge Gainsbourg Ugliness is in a way superior to beauty because it lasts. Serge Gainsbourg Uglinessis in a way superior to beauty because it lasts. Serge Gainsbourg Ugliness is in a way superior to beauty because it lasts. Serge Gainsbourg Ugliness is in a way superior to beauty because it lasts. Serge Gainsbourg Ugliness is in a way superior to beauty because it lasts. Serge Gainsbourg Ugliness is in a way superior to beauty because it lasts. Serge Gainsbourg Ugliness Uglinessis in a way superior to beauty because it lasts. Serge Gainsbourg is in a way superior to beauty because it lasts. Serge Gainsbourg Ugliness is in a waysuperior tobeauty because itlasts. Serge Gainsbourg Uglinessis in a wayissuperiortosuperiorbecause it because it lasts. Serge Gainsbourg Ugliness in a way beauty to beauty lasts. 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    • How to approach Big Data in general Unstructured Data NLP/AI: domain independent predictive self learning Structured Data Predictive Analytics: performance selectivity OLAP/Cubes: no warehousing adaptable Storage: scalable transactional secure
    • Why Analyzing unstructured Data Objectify and share internal knowledge experts processes Analyse market size needs adoption drivers Study customer behavior interest opinion
    • Why Analyzing unstructured Data Typical Knowledge worker activity/time break down 58 % of time is spent on collecting various tasks supported by variety of tools
    • Why Analyzing unstructured Data Structured versus Unstructured Data per Activity Producing Useful Output Planning and Meeting Structured Tracking Colleagues Unstructured information Search email 0% 20% 40% 60% 80% All knowledge oriented activities rely heavily on unstructured data 100%
    • Why Analyzing unstructured Data Time Spent on Structured / Unstructured Data At least 85% of time is spent using or creating unstructured data
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    • Typical Scenario1 : Pile of data : iKnow With iKnow you can create breakthrough applications by leveraging knowledge hidden in unstructured text you with iKnow can create breakthrough applications based on knowledge hidden in unstructured text
    • Typical Scenario1: Implementation: iKnow 1 – Create a domain : logical set of sources Set up metadata 2 – Add Data Create dictionaries, match the data : use the appropriate lister and loader (converter) Setup Filters 3 – Use the query API : queries for Entities, Dominance, Proximity Sources, CRC’s, Summaries,
    • Typical Scenario 2: Clear Need but no Insight InterSystems Caché Ensemble iKnow DeepSee intersystems HealthShare TrakCare Terry Ragon Cambridge 1978
    • Typical Scenario 2: Clear Need but no Insight SQLQuerying Free Text Search iKnow iFind
    • Typical Scenario 2: Implementation: iFind 1 – Create an iFind index on %String or %Characterstream property 2 – Launch %BuildIndices($lb(“IndexName”)) in the case the class is already populated 3 – Write the SQL queries of your choice
    • Typical Scenario 2: Implementation: iFind Setup // For any persistent class Class User.Documents Extends %Persistent { Property text As %String(MAXLEN = ""); Index iText On (text) As %iFind.Index (INDEXOPTION = 3, LOWER = 1);; //... } Use Select id, text from SQLUser.Documents Where %id %FIND SQLUser.Documents_iTextfind ('drives’)
    • Take Away: Unstructured part of Big Data Concepts Relations Paths iFind Dominance Proximity Summaries Attributes Search+ Concepts Relations Paths Dominance Proximity Summaries Attributes
    • Conclusion In big data the biggest part of the data is unstructured Most tools focus on structured data and size matters InterSystems technology integrates superb tools for both structured and unstructured data analytics in a secure transactional environment