Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Improving Data Gathering And Research
Search
Luca Matteis
November 26, 2011
Programming
2
130
Improving Data Gathering And Research
How to improve data gathering using web scraping methodologies.
Luca Matteis
November 26, 2011
Tweet
Share
More Decks by Luca Matteis
See All by Luca Matteis
Linked Open Data
lmatteis
1
110
What I do
lmatteis
1
68
Crop Ontology
lmatteis
1
71
Why NPM rocks!
lmatteis
2
280
Informatics Development Tools
lmatteis
0
93
Other Decks in Programming
See All in Programming
イベントストーミング図からコードへの変換手順 / Procedure for Converting Event Storming Diagrams to Code
nrslib
1
580
ニーリーにおけるプロダクトエンジニア
nealle
0
720
すべてのコンテキストを、 ユーザー価値に変える
applism118
2
1.1k
プロダクト志向ってなんなんだろうね
righttouch
PRO
0
180
新メンバーも今日から大活躍!SREが支えるスケールし続ける組織のオンボーディング
honmarkhunt
1
560
Flutterで備える!Accessibility Nutrition Labels完全ガイド
yuukiw00w
0
140
プロダクト志向なエンジニアがもう一歩先の価値を目指すために意識したこと
nealle
0
120
Hypervel - A Coroutine Framework for Laravel Artisans
albertcht
1
110
AIコーディング道場勉強会#2 君(エンジニア)たちはどう生きるか
misakiotb
1
280
Modern Angular with Signals and Signal Store:New Rules for Your Architecture @enterJS Advanced Angular Day 2025
manfredsteyer
PRO
0
170
なんとなくわかった気になるブロックテーマ入門/contents.nagoya 2025 6.28
chiilog
1
260
Result型で“失敗”を型にするPHPコードの書き方
kajitack
4
570
Featured
See All Featured
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
15
1.5k
GitHub's CSS Performance
jonrohan
1031
460k
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.3k
Java REST API Framework Comparison - PWX 2021
mraible
31
8.7k
The Cost Of JavaScript in 2023
addyosmani
51
8.5k
Intergalactic Javascript Robots from Outer Space
tanoku
271
27k
How To Stay Up To Date on Web Technology
chriscoyier
790
250k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
233
17k
Into the Great Unknown - MozCon
thekraken
39
1.9k
A designer walks into a library…
pauljervisheath
207
24k
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
10 Git Anti Patterns You Should be Aware of
lemiorhan
PRO
657
60k
Transcript
RESEARCH IMPROVING DATA GATHERING & Luca Matteis
What is Research?
"In the broadest sense of the word, the definition of
research includes any gathering of data, information and facts for the advancement of knowledge."
"Research is a process of steps used to collect and
analyze information to increase our understanding of a topic or issue"
Data is essential for research
Where do we get data from? Einstein got his data
from his own experiments and from other peoples experiments Information exchange took weeks if not months
Today we have the internet! Information exchange takes milliseconds Works
much better than anything Einstein had
BUT THERE’S STILL ISSUES
DATA IS SCATTERED ALL OVER THE WEB
http://science.com/paper.... http://newton.com/research... http://national.com/ goo... http://biology.com/ science... http://newscientist.com/ neutrinodiscovery... http:// astronomynow.com/
themoon http://space.com/ november2001 http://science.com/ paper.... http://newton.com/research... http://science.com/paper.... http://space.com/astro... http://space.com/astro... http://space.com/astro... http://science.com/paper....
Information that can be extremely valuable, lives somewhere online and
we don’t know it because we can’t find it
EVEN WITH GOOGLE, IT’S STILL HARD TO FIND WHAT WE
NEED
Scientific data searching is facilitated if there is a central
repository or data bank
http://science.com/paper.... http://newton.com/research... http://national.com/ goo... http://biology.com/ science... http://newscientist.com/ neutrinodiscovery... http:// astronomynow.com/
themoon http://space.com/ november2001 http://science.com/ paper.... http://newton.com/research... http://science.com/paper.... http://space.com/astro... http://space.com/astro... http://space.com/astro... http://science.com/paper....
When our information is centralized by context, we can more
easily find what we’re looking for
We already have websites that centralize this information
And allow us to find data that Google couldn’t
BUT THERE’S ROOM FOR IMPROVEMENT
How is this data currently being centralized?
Each center sends us their data in the form of
Excel or Access files, through FTP or Email
None
THIS IS AN ENTIRELY MANUAL PROCESS
Is this sustainable?
Is this sustainable? This process needs to be automated
• no human interference • less communication hassles • less
human errors • more accurate data • more data What are the advantages of automating the data exchange process?
How do we automate? Centers no longer have to send
us anything. We get it directly from their website
There’s no secret. Google, hotel sites, flight search engines and
many others do this It is called web scraping
How does it work
We automatically navigate to the centers websites and fetch the
information that we need
We automatically navigate to the centers websites and fetch the
information that we need This is done by little scripts called spiders or web crawlers
What? Spiders?
“A Web crawler (or spider) is a computer program that
browses the World Wide Web in a methodical, automated manner or in an orderly fashion.”
None
This process allows us to reach more centers and gather
more data
For each center to have a website that displays their
information The main requirement Without a website we wouldn’t be able to automate this exchange
Working prototype http://seeds.iriscouch.com/
Working prototype http://seeds.iriscouch.com/ PASSPORT DATA
Working prototype http://seeds.iriscouch.com/ PASSPORT DATA CHARACTERIZATION
Working prototype http://seeds.iriscouch.com/ PASSPORT DATA CHARACTERIZATION OTHER...
RECAP
RECAP Automation of the data exchange process is the only
sustainable solution
RECAP Automation of the data exchange process is the only
sustainable solution With new technologies, web scraping has become a very reliable system
RECAP Automation of the data exchange process is the only
sustainable solution With new technologies, web scraping has become a very reliable system The process is modular and will allow us to plug-in systems such as GRIN-Global
THANK YOU