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Add a README with stuff we brainstormed about this data.
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# Participants | ||
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- @jamey\_sharp | ||
- @stagedtheology | ||
- @tklee | ||
- @galgeek | ||
- @edrex | ||
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# Raw Data | ||
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...is what this repository contains. | ||
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Also here's the proposal json converted to a spreadsheet: | ||
<https://docs.google.com/spreadsheets/d/1XZfB3b9_TfQ855yhBCEFHxtTeI9AX00rvj74py-vRp0/edit?usp=sharing> | ||
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# Questions | ||
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- Can we find like-minded people based on favorites? | ||
- Can we generate BOF sessions in advance? | ||
- Can we design a schedule to minimize conflicts among sessions? | ||
- Cost assignment (based on timestamp?) | ||
- HARD CONFLICTS: Speaker can't appear in multiple locations | ||
- Can we optimize room size based on favorites? | ||
- Do favorites predict attendance? | ||
- Do clickthroughs on description predict attendance? (We don't have data, but maybe!) | ||
- Can we (from full text description) predict: | ||
- level? | ||
- attendance? | ||
- \# of favorites? | ||
- track? | ||
- which talks will be accepted? | ||
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# Tools | ||
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- cplex | ||
- linear programming: AMPL | ||
- <http://www.neos-server.org/neos/solvers/> \<- web interface to solve LP/NLP/MILP directly | ||
- ibm ilog studio | ||
- coin or (repository) | ||
- informs | ||
- SMT solvers (e.g., solve sudoku puzzle based on initial values) | ||
- Bayes' theorem! | ||
- Tabu search: <https://en.wikipedia.org/wiki/Tabu_search> |