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AI+Big Data for National Intelligence

Ideas and Possibilities

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About me- Founder of Nubé, an analytics startup in Noida- Product designer and lead developer of Reifier- Strata Hadoop World PMC- Open Source- IIT Delhi 1998

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This talk is about- High level overview of big data and AI technologies- Discussion on state of the art- Questions

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Big Data- Size- Data type - voice, video, chat scripts

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AIAll about pattern finding or pattern matching - patterns which we do not know beforehand

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Why is this important?- Data collected for intelligence is huge- Data does not have desired structured form- We probably do not know what we are looking for

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Applications- Spam filters in emails- Auto responders- Meeting schedulers- Google Now flight and traffic alerts- Credit Card fraud- Chatbots- Self driving cars- Room assistants in hotels- Shopping assistants and recommenders- Facebook feed

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Getting a complete view of a person - Reifier Entity Graph- By linking available information

Phone

CCTNS

Immigration

Income Tax

Train

Internet

VehiclesCredit Card

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Discovering relationships - relationship graph- Father/Mother/Spouse/Siblings- Neighbours/Friends/Contacts- Transactions - Calls

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That is the foundation, what else- Call pattern mining

- it is possible to find out if someone changes their telephone number by analyzing and comparing calling patterns

- Identify similar calling patterns- Travel pattern mining- Financial transaction mining

Juxtapose above information to the entity and relationship graphs

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Image Analytics- Tag who, what, when, where- Search by image

Current state of the art can even identify people in blurred images

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Video Analytics- Learn people, locations, speech- Flag inappropriate behaviour- Search for a person in CCTV footage- Mine behaviour traits and then find similar patterns

Smart AI cameras for surveillance are coming up

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FBI STAR

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FBI NSAC

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Chat and Email

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Prison Drug Smuggling

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Social Media Mining

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Mining anomaly in mail usageThe Madrid train bombings case has revealed that the plotters communicated by sharing one e-mail account and saving messages to each other as drafts that, since they were never sent, didn't traverse the Internet as regular e-mail messages would.

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Questions

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