long tail&power law
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MIS 373 – Social Networking
The Long Tail &
The Power Law
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
Power Law Distributions
• Occur in socio-technical systems
• Very different from bell curve distributions
• Examples include traffic to internet sites, weblog readership, page views, content downloads, etc.
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
Weblogs arranged by #of inbound links.
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
All mailing lists in the Yahoo Groups Television (ranked by number of subscribers)
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
LiveJournal users ranked by number of friends listed.
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
Dynamics of Social Systems• When many people express their preferences
among many options inequalities arise
• Most elements are below average
• As the number of option rises, the curve becomes more extreme
• People are affected by others
• Any tendency towards agreement in diverse and free systems creates power law distributions
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
Is this Inequality Fair?
• What is the cost of failure?
• Are there talented people who don’t get the traffic they deserve?
• Are new users more likely to go to top sites or to niche places?
• Will the gap between the most and least popular increase or decrease?
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
But is Small Necessarily Bad?• When most creators/contributors get below average
traffic, audience size cannot be the only metric of success
• Publishing a self-made video and having only twenty random people watch is disappointing
• But publishing a video of Lola’s first birthday and getting comments from twenty of your best friends and family feels great
• The larger you get the more you resemble big media because you can no longer hold personal conversations
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
Information Systems Today: Managing in the Digital World 5-9
The Long Tail vs. The Fat Middle
• Traditional storeso Focus on
mainstream needso Target the average
customero E.g., Blockbuster
• E-Tailerso Can focus on niche
marketso E.g., Netflix
Everything has an Audience
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
The Long Tail: Stocking Up
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
Making Money from Everything
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
LT: Information Sharpens Taste
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill
Net Neutrality
• Data sent over the Internet is handled in a neutral manner
• All traffic treated the same way
• ISPs and telephone companies argue for prioritizationo Traditional Internet traffic suffers due to high
bandwidth applications (esp video content)o Should YouTube have to pay for bandwidth use or
get deprioritized? o Multi-tier Broadband consumer plans?
MIS 373 - Social Networking, SP09, Cho, Lang, McCaskill