# vivekbhagwat/explore-emulator

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• 2 commits
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Commits on May 06, 2012
 vivekbhagwat renamed notes file 5ae71ff vivekbhagwat moved report to its own directory 185c6e6
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 @@ -0,0 +1,36 @@ +\documentclass[11pt]{article} + +\setlength{\oddsidemargin}{0pt} +\setlength{\textwidth}{470pt} +% \usepackage{amssymb} +\usepackage{amsfonts} +% \usepackage{amsmath} +\usepackage{latexsym} +% \usepackage{epsfig} +\usepackage{listings} + +\title{Venue recommendations based on foursquare checkins for a group} + +\author{Vivek Bhagwat\\ +{\tt vsb2110@columbia.edu} +} + +\begin{document} + +\maketitle + +\section{Abstract} +When in a new area with a group of friends, it can be difficult to figure out what restaurant, bar, or caf\'e would be the best to go to --- +and which place you would like the most. Foursquare has a rich set of data about venues and data about where individuals like to go. +Using this individual's history and information about the venue, a simple recommendation engine can be built. While foursquare +has built a recommendation engine called explore,'' this system has no ability to analyze data specific to the group. However, +these data are not necessarily hard to collect --- it simply requires all users involved supplying access to their checkin history. +Once these data are acquired, similar techniques can be used to training on a group's data as an individual's. + +\section{Data} +Foursquare has an easy-to-use API with + + + +\end{document} +

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