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 Extracting meaningful information from massive amount of data.  Designing a framework for ◦ Streaming data (Twitter Java API) ◦ Storing and accessing.

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Presentation on theme: " Extracting meaningful information from massive amount of data.  Designing a framework for ◦ Streaming data (Twitter Java API) ◦ Storing and accessing."— Presentation transcript:

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2  Extracting meaningful information from massive amount of data.  Designing a framework for ◦ Streaming data (Twitter Java API) ◦ Storing and accessing the data efficiently (Elasticsearch) ◦ Analyzation (Text Analytics, Classification Algorithms, Sentiment Analysis...) ◦ Visualization of data (Kibana, Highcharts...)

3  Politics (parties, elections...)  Telco (turkcell, vodafone, avea, ttnet...)  Social Incidents (Gezi Parkı, Soma)  Others (finance, universities...)

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5 ◦ Call Center Data CHURNNON-CHURN faturaiyi yoktarife kapatıyorumöğrenebilir kapattırmaktekrar arızakampanya pahalıalmak yüksekuygun

6 ◦ Twitter Data ◦ http://somatech.sabanciuniv.edu/operatorResults http://somatech.sabanciuniv.edu/operatorResults ◦ Customer Journey

7  “Soma” vs “Gezi Parkı”  Discovering patterns, graph analysis

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