This document contrasts the evolution of the internet and web technologies from early implementations to modern machine-learning-powered versions. It discusses the shift from static web pages and centralized content to user-generated content, social networking, tagging, and semantic linking of data. Examples provided track this progression from early platforms like Ofoto and Britannica Online to modern equivalents like Flickr, Wikipedia, blogging, and semantic analysis tools that integrate decentralized online information.

1. Man
vs
Machine

2. Web 1.0
Web 2.0
DoubleClick
Google AdSense
Ofoto
Flickr
Akamai
BitTorrent
mp3.com
Napster
Britannica Online
Wikipedia
personal websites
blogging
evite
upcoming.org and EVDB
domain name speculation
search engine optimization
page views
cost per click
screen scraping
web services
publishing participation
CMS wikis
directories (taxonomy)
tagging (folksonomy)
stickiness syndication

3. y
easy
contributing
hard mining easy

4. y
easy
contributing
semantic web
hard mining easy

5. y
easy
contributing plain text, emails
semantic web
hard mining easy

6. y
easy plain text, emails hyperlinks
views
tags
citations?
contributing
semantic web
hard mining easy

7. y
easy plain text, emails hyperlinks
views
tags
citations?
contributing
academic papers semantic web
hard mining easy

8. y
easy plain text, emails hyperlinks
views
tags
citations?
contributing
microformats
MicroFormats
academic papers semantic web
hard mining easy

14. Gatherin Trustin Integrat Analyz Triangl
g g ing ing es
del.icio.us

15. Whats the process?
• Gathering The data
• Trusting the data
• Integration / Disambiguating
• Understanding and analyzing the data

16. DOI

17. Internet
Cf
Site
or Internet Site
Application

18. Rated 5/5 Rated 1/5
Redemption Based-on-Play
Android Love Refugee
Spacecraft
Time-Travel Soldier Famous-Score Hope
Alien
Blockbuster Alien Broken-Heart Blockbuster
Space
War
Futuristic Based-on-Novel Racism
Artificial-Intelligence Hero Melodrama

20. Open
Science Web 2.0
Semantic
Web

24. Crystal Eye
Social/Knowledge
Networking

25. Nature Web Publishing
group
OTMI

32. Repository

33. Repository

34. Repository

35. Repository

36. Repository

37. Repository
Repository
Repository
Repository
Repository

38. Repository
Repository
Repository
Repository
Repository

39. Repository
Repository
Repository
Repository
Repository
Citation Pubmed Activity
Management Integration Listing

41. Amazon.pm DOI.pm LivingReviews.pm
PLoS.pm RIS.pm SpamDNSBL.pm
autodiscovery.pm
BibTeX.pm Dlib.pm NASA.pm
PMC.pm Scitation.pm Springer.pm
blog.pm
Blackwell.pm Highwire.pm NPG.pm
PNAS.pm Self.pm Wiley.pm
ePrints.pm
BmcPdf.pm Hubmed.pm OUP.pm
Pubmed.pm Simple.pm arXiv.pm

44. Title

45. Title

46. Title
Date

47. Title
Date

48. Title
Author Date

49. Title
Author Date

50. Title
Author Date
PMID/DOI

59. perl
mod_perl
Template Toolkit
MySQL
Open Source, GPL2.5 v 1.8.1
web1.75 application

60. http://www.connotea.org/user/IanMulvany
http://www.connotea.org/users/tag/scifoo
http://www.connotea.org/user/IanMulvany/tag/scifoo
http://www.connotea.org/user/IanMulvany/tag/science
http://www.connotea.org/user/IanMulvany/tag/
science2.0+citation

61. http://www.connotea.org/data/user/IanMulvany
http://www.connotea.org/data/users/tag/scifoo
http://www.connotea.org/data/user/IanMulvany/tag/scifoo
http://www.connotea.org/data/user/IanMulvany/tag/
science
http://www.connotea.org/data/user/IanMulvany/tag/
science2.0+citation

62. http://www.connotea.org/rss/user/IanMulvany
http://www.connotea.org/rss/users/tag/scifoo
http://www.connotea.org/rss/user/IanMulvany/tag/scifoo
http://www.connotea.org/rss/user/IanMulvany/tag/science
http://www.connotea.org/rss/user/IanMulvany/tag/
science2.0+citation

63. Thousands
Ja
100
200
300
400
500
600
0
n-
0
M 5
ar
-0
M 5
ay
-0
5
Ju
l-0
Se 5
p-
0
N 5
ov
-0
Ja 5
n-
0
Entries in All Libraries
M 6
ar
-0
M 6
ay
-0
6
Ju
l-0
Se 6
p-
0
N 6
ov
-0
Bookmark Growth in Connotea
Ja 6
n-
0
M 7
ar
-0
M 7
ay
-0
7
Ju
l-0
Se 7
p-
0
N 7
ov
-0
Ja 7
n-
0
M 8
ar
-0
8