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benzheren edited this page May 18, 2011
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#LifeScore ##Categories
- Education
- graduate/undergraduate/high school
- Major
- Work
- Employer
- Position
- Number of friends
- Relationship: should be a multiply not a plus
- Languages
- Family members
- son
- grandson
- siblings?
- By Category
- Education
- Work
- Number of friends
- Friends School
- Friends Work
- Relationship
- Languages
- Family members
- Overall Formula
- Not considering friends influence: (LS(u)) [LS(u) = (school_{score} + work_{score} + languages_{score})*relationship_{score}*family_{score}]
- (language_{score}):
- Exponential sequence: (2^1), (2^2), ... (2^(n-1)) multiply the scale. For example, 2 languages gets 64, 3 languages gets 128.
- (family_{score}) is calculated based on how many children you have. Base point is 1, and each child adds extra 0.1 to it.
- (relationship_{score}):
- No relationship/Single/Widowed : 1
- In a relationship: 1.1
- Engaged: 1.2
- Married/In a domestic partnership/In a civil union: 1.3
- It's complicated/In an open relationship: 0.9
- Separated: 0.8
- Divorced: 0.7
- (work_{score} = \sum_{all\ companies} position*brand_{rank})
- It does not count if you stay in a company less than 12 months
- If one person stays in a place longer than 24 months, any more months you stay we add into multiply. If you stay a company for 3 years, we multiply the score with 1.12.
- Position needs a hierarchy structure to get the multiply.
- If both position and length of work are present, pick the max of those two.
- As long as you work, you will get a basic score. If your company is in top public company or top private company or top startup, we will give you a higher score like 500.
- (school_{score} = \sum_{all\ schools} level*(school_{rank} + degree_{average\ salary}))
- major is count ONLY for undergraduate degree
- Need to get average salary by Degree/Concentration
- Undergraduate ranking is picked among three ranks: us news us rank, us news global rank and sjtu global rank.
- Highest score for a school rank is 500
- graduate degree multiplier is 1.5
- (language_{score}):
- Considering friends influence: (LS^\prime(u))
- Similar to PageRank (not really the same because PageRank is a directional graph where facebook friendship is not): [LS^\prime(u) = LS(u)\ +\ \sum_{f \in All\ friends\ of\ U} \frac{LS(f)}{Number\ of\ f\ friends}]
- Not considering friends influence: (LS(u)) [LS(u) = (school_{score} + work_{score} + languages_{score})*relationship_{score}*family_{score}]
- Get startup celebrities information from CrunchBase and calculate score for those founders.
- Score Leader Board and compare user to startup celebrities.
- Show two different scores: original one and friends influenced one.
- Work score for people who work for government, small business owner (clinic, plumber, and etc.)
- Data clean:
- All Strings, if possible, should be enclosed with ""
- School name should replace
--with, - School name should have abbreviations as well:
University of California, San DiegoasUCSD
- There are about 580 companies on techcrunch which received more than 60million in funding (this includes companies which have been IPOed or acquired)