How to create a personal knowledge graph IBM Meetup Big Data Madrid 2017

Adaryl "Bob" Wakefield, MBA

Boosterme is a project, in construction, to build a personal knowledge graph.

Datos y análisis

How to create a
Personal Knowledge
Graph
Juantomás García - Open Sistemas

Juantomás García
Data Solutions Manager @ Open Sistemas
Google Developer Expert for cloud
Others
Co-Author of the first spanish book about free software “La Pastilla
Roja”
Former President of Hispalinux (Spanish Linux User Group)
Organizer of the Machine Learning Spain and GDG Cloud Madrid.
Who am I

How this talk is Organized
I’m a big fan of the golden circle

Why: Need a Knowledge Graph
• I managed a lot of information.
• Every day:
• Browse lots of websites (~100 even more)
• See a couple of videos.
• I interact with persons (mails, chats,
slacks, calendars, etc).
• Read documents (pdfs, papers, etc)

Why: Need a Knowledge Graph
• I need to organize all this
My current way of organizing and not forgetting things does not scale!

Why: Need a Knowledge Graph
•I need to:
•Query/browse the information.
•Understand the information to turn it
into knowledge

Why: Need a Knowledge Graph
• I need more:
• I have no interest in all the global
information.
• I just want to organize a graph with my
subjects of interest

Why: Need a Knowledge Graph
• Event I need more:
• I want to have a system that do the hard
and boring work for me.
• I wish to have a recommendation system
that know me and grow with me.
• I want to have a system that explore and
discovery information for me.

How: Make a Knowledge Graph
Lets me introduce some interesting
concepts about how.

How: Make a Knowledge Graph
Explicit vs Implicit

How: Make a Knowledge Graph
Examples of wrong recommendations from
pocket (~8k favorites)

How: Make a Knowledge Graph
Examples of good recommendations from pocket
(~8k favorites)

How: Make a Knowledge Graph
Graphs
•Probably under the radar of too many people
•For me a big change in the way to think and
work with information

How: Make a Knowledge Graph
Graphs: traditional database

How: Make a Knowledge Graph
Graph Database

How: Make a Knowledge Graph
Graph Databases vs Relational

How: Make a Knowledge Graph
Collective Intelligence

How: Make a Knowledge Graph
Collective Intelligence
A
A A
B B
B
C

How: Make a Knowledge Graph
Collective Intelligence
A
A A

How: Make a Knowledge Graph
I love Unix Pipes
awk '{print $7}' access.log| sort | uniq -c | sort -rn | head -n 5

How: Make a Knowledge Graph
I love Unix Pipes

How: Make a Knowledge Graph
Smart Agents
•Bots every where.
•With AI powering it.
•New interfaces: interacting with the
KG using bots.
•B2B: Bot2Bot

How: Make a Knowledge Graph
Think Big
•Forget Legacy Architectures
•Forget Old Tools
•Use Light Technologies
•Use pieces of Lego
•Mix different technologies from
diverse sources

How: Make a Knowledge Graph
Not to do list
•Avoid to install & config a server even
a VM.
•Avoid to installs tools instead use
containers and/or cloud services.
•In general: think if there is a simpler
way to do it and needs less effort

How: Make a Knowledge Graph
Architecture & Tools
•Use Cloud Services is no brainer
decision.
•Git + Containers
•Use the best language* for each
module.
•Use Notebooks: Jupyter, Zeppelin,
DSX
(*) Even java might be an option - unprovable

How: Make a Knowledge Graph
Big Data & Machine Learning
•That’s a big data project.
•At least you need to design it as if
were.
•Even if look simpler, using ML will
improve the results.

How: Make a Knowledge Graph
Gathering Info
•There are lots of sources.
•The idea just create recolector and
processors.

How: Make a Knowledge Graph
Gathering Info: web navigation

How: Make a Knowledge Graph
Gathering Info

What: Make a Knowledge Graph
So lets start with the “What”
First Steps:
• Project Name: Boosterme
• Github: https://github.com/boosterme/
boosterme

What: Make a Knowledge Graph
Global Architecture

How: Make a Knowledge Graph
Thank You!!!
•email: juantomas@opensistemas.com
•twitter: @juantomas
•GitHub: https://github.com/boosterme/
boosterme
This talk have a free questions lifetime warranty: If you have any questions or concerns
about this talk, feel free to contact me anytime.

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