Web Intelligence and Data Integration Dr. Christopher Ahlberg, CEO/Co-founder c@recordedfuture.com
2
3
4
What’s happening next?
5
Who’s in the square? Who’s speaking in the square? What’s the sentiment? Getting better/worse? What causes unrest? Compared to other places? What will happen next? 6
Libyan community in Egypt demanding Bslmah demonstrations on February 17 in Libya
Rendezvous: On Dey 9 [Dec 30] we get together to reaffirm our testament to Imam Khamenei on Friday Prayers at Bardkhoon Mosque
7
News x 10,000s Blogs x 10,000s Government sites SEC Twitter Facebook Instagram PasteBin Disease/Terror/War feeds English, French, Spanish, Chinese Arabic, Russian Farsi
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
Narrative vs. Unrest
26
27
28
29
Middle East / Africa
Egypt
Cairo
Tahrir sq
Event time Analysis time
Non obvious relationships
Publish time
Events
Metrics 30
Who’s Co-Occurring with Tahrir Sq Protests?
31
Who’s Co-Occurring with Tahrir Sq Protests – Last Month?
32
Who’s Co-Occurring with Tahrir Sq Protests – Next Month?
33
Who’s in Tahrir Sq?
34
Who’s in Tahrir Sq Last 3 Months
35
So What About Integration? • It’s all about integration •
Tahrir sq spelled in 7 languages
•
Tahrir sq in 100s of synonyms
•
Tahrir sq in the geographic hierarchy/ontology
•
Tahrir sq and Egypt •
People, organizations, etc.
• Beautifully integrated will drive great experience and allow for analyzing the non-obvious
36