15.599 Lecture Notes, Coolhunting blueprint · Forums/Facebook (Fanpages) Network Trend Content...

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© 2011, galaxyadvisors AG Coolhunting Blueprint 1

Transcript of 15.599 Lecture Notes, Coolhunting blueprint · Forums/Facebook (Fanpages) Network Trend Content...

Page 1: 15.599 Lecture Notes, Coolhunting blueprint · Forums/Facebook (Fanpages) Network Trend Content Input Analysis Output 2 Coolhunting Process . Steps 1. Top 20 Key topics for “searchterm”

© 2011, galaxyadvisors AG

Coolhunting Blueprint

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Page 2: 15.599 Lecture Notes, Coolhunting blueprint · Forums/Facebook (Fanpages) Network Trend Content Input Analysis Output 2 Coolhunting Process . Steps 1. Top 20 Key topics for “searchterm”

Crowd Twitter/Web

(Google, Bing, Yahoo)

Experts Blogs/Wikipedia

Swarm Forums/Facebook

(Fanpages)

Network

Trend

Content

Input Analysis Output

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Coolhunting Process

Page 3: 15.599 Lecture Notes, Coolhunting blueprint · Forums/Facebook (Fanpages) Network Trend Content Input Analysis Output 2 Coolhunting Process . Steps 1. Top 20 Key topics for “searchterm”

Steps 1. Top 20 Key topics for “searchterm” (=e.g. “vegetarian”)

oneDegree collector, 500 snippets Term view, export by betweenness -> top 20 attributes & betweenness

2. Top 5 topics over time “searchterm”&&”attribute” (e.g. “vegetarian recipe”)

blogCollector, DOS 20 hits, with contents Repeat every day Dynamic view of content, , export betweenness Dynamic view of terms, export betweenness

3. Sentiment blogCollector, “great”&&”searchterm”, “searchterm”&&”sucks” Prepare sentiment view Static view of communication, color by neg_value, color by pos value

(x>±100, ±100<x>±20, x<±20 4. Key people

CoolPeople (internet, DoS 2, 50) Parse people network (e.g. arXive, pubMed)

5. Repeat for Twitter 6. Repeat for Wikipedia/Forums

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Key Topics – vegetarian (one-degree collector “vegetarian”, bing 500 snippets)

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0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4

weight

thai

cafeindia

asian

fat

kitchencooking

cook

eating

menu

meat

heart

breakfast

dinner

fresh

diet

indian

foods

gluten

vegan

vegetarian

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Top 20 Key Topics – vegetarian (one-degree collector “vegetarian”, bing 500 snippets)

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Negativity > 100 20< Negativity <100 Negativity < 20 6

Negative sentiment – vegetarian (blog collector “vegetarian” 20, collect content)

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Positivity> 100 20< Positivity<100 Positivity< 20 7

Positive sentiment – vegetarian (blog collector “vegetarian” 20, collect content)

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Sentiment “vegetarian” (blogs, 20 entries, DOS)

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Sentiment “vegatarian” (top 500 snippets, bing) 8/20/11

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Key actors (blog collector)

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Blog sentiment

Total Buzz

Veggie sentiment

Meat sentiment

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CoolPeople “Lithium Ion Batteries” (internet only, 20, DOS 2)

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15.599 Workshop in IT: Collaborative Innovation NetworksFall 2011 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.edu/terms.