{"id":4633,"date":"2014-01-26T08:58:51","date_gmt":"2014-01-26T16:58:51","guid":{"rendered":"http:\/\/first2board.com\/wanderlusty\/?p=4633"},"modified":"2014-01-26T11:01:46","modified_gmt":"2014-01-26T19:01:46","slug":"foursquare-vs-yelp-for-restaurant-recommendations","status":"publish","type":"post","link":"http:\/\/first2board.com\/wanderlusty\/2014\/01\/foursquare-vs-yelp-for-restaurant-recommendations\/","title":{"rendered":"Foursquare vs. Yelp For Restaurant Recommendations"},"content":{"rendered":"<p>i&#8217;m at my parents&#8217; for Chinese New Year (personally i think it&#8217;s a ploy to get me to visit, but i&#8217;m more than happy to oblige) and i was trying to find places to have brunch with my brother and his wife. my parents moved here (a suburb of Sacramento, CA) the same summer i went off to college, erm, in 19mumbledymumble, so the only places i know are the mall and the grocery store as i&#8217;ve never really needed to explore in the nearly-twenty years since. (wow, twenty years!)<\/p>\n<h3>my little experiment<\/h3>\n<p>as a big fan of Foursquare while traveling (<a href=\"https:\/\/twitter.com\/jonk\/status\/381358354243026944\">example<\/a>), i immediately fired it up to see what it suggested.<\/p>\n<div id=\"attachment_4632\" style=\"width: 356px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/first2board.com\/wanderlusty\/files\/2014\/01\/20140126-085843.jpg\"><img aria-describedby=\"caption-attachment-4632\" decoding=\"async\" loading=\"lazy\" class=\" wp-image-4632\" alt=\"20140126-085843.jpg\" src=\"http:\/\/first2board.com\/wanderlusty\/files\/2014\/01\/20140126-085843-576x1024.jpg\" width=\"346\" height=\"614\" srcset=\"http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/20140126-085843-576x1024.jpg 576w, http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/20140126-085843-169x300.jpg 169w, http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/20140126-085843.jpg 640w\" sizes=\"(max-width: 346px) 100vw, 346px\" \/><\/a><p id=\"caption-attachment-4632\" class=\"wp-caption-text\">The default filtering, sorted by Best Match after using the dropdown &#8220;Food&#8221; option in the search bar on the main page.<\/p><\/div>\n<p>huh. that&#8217;s not very encouraging. i&#8217;ve always figured anywhere with a green score was worthy of at least checking out, and that the list as a whole was a pretty reliable indicator of what&#8217;s around me, but these results made me a <a href=\"http:\/\/knowyourmeme.com\/memes\/sad-panda\">sad panda<\/a>. at first i just resigned myself to the fact that there just really wasn&#8217;t that much around me in terms of variety, which played directly into my impression of this city (pretty much suburban yuppieville). also, i knew there were more restaurants but i&#8217;m pretty clueless when it comes to their distance so figured they were not shown due to being further away.<\/p>\n<p>curious, though, i opened Yelp to see what it said: (yes, the timestamps are off because i returned to the apps to take screenshots)<\/p>\n<div id=\"attachment_4631\" style=\"width: 356px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/first2board.com\/wanderlusty\/files\/2014\/01\/20140126-085823.jpg\"><img aria-describedby=\"caption-attachment-4631\" decoding=\"async\" loading=\"lazy\" class=\" wp-image-4631\" alt=\"20140126-085823.jpg\" src=\"http:\/\/first2board.com\/wanderlusty\/files\/2014\/01\/20140126-085823-576x1024.jpg\" width=\"346\" height=\"614\" srcset=\"http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/20140126-085823-576x1024.jpg 576w, http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/20140126-085823-169x300.jpg 169w, http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/20140126-085823.jpg 640w\" sizes=\"(max-width: 346px) 100vw, 346px\" \/><\/a><p id=\"caption-attachment-4631\" class=\"wp-caption-text\">After tapping &#8220;Restaurants&#8221; on the Nearby tab<\/p><\/div>\n<p>well now! this is much better!<\/p>\n<h3>what does this mean for finding places to eat when you&#8217;re traveling?<\/h3>\n<p>hm. first off, it&#8217;s making me question whether or not Foursquare has been returning the most relevant results. on the one hand, does it know that i am a fast food fiend, the mayor of my local McDonald&#8217;s, and a Starbucks drinker &#8212; and as such, is returning similar results for me? that might be the case. if i pull up recommendations on the website when i&#8217;m not logged in (you must be logged in to use the app on the phone, or i&#8217;d have tried it that way), the number one result is Final Gravity (two is The Habit, then Chipotle, then McDonald&#8217;s). if i log in and run the same search, though, i get McDonald&#8217;s, Chipotle, Jack&#8217;s Urban Eats, and La Huaca.<\/p>\n<p>it may be, then, that there are a combination of factors that are affecting the results: exact location (maybe the phone is reporting slightly different than the address i&#8217;m using on the website), and being logged in or out. in either case, <em>the search results are drastically different between Foursquare and Yelp<\/em>. on the one hand, i appreciate the fast food emphasis of Foursquare (at least for me?) since that&#8217;s usually my type of food, but the breadth of Yelp&#8217;s results is more indicative of what&#8217;s actually around and better for exploring.<\/p>\n<p><strong>rankings<\/strong> <\/p>\n<p>Yelp is based on human reviews and their outright scores (<a href=\"http:\/\/www.bu.edu\/today\/2013\/yelp-reviews-can-you-trust-them\/\">whether or not those reviews are manipulated is another story<\/a>), and isn&#8217;t available everywhere.<\/p>\n<p><a href=\"http:\/\/first2board.com\/wanderlusty\/files\/2014\/01\/yelp-coverage.png\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-full wp-image-4637\" alt=\"yelp coverage\" src=\"http:\/\/first2board.com\/wanderlusty\/files\/2014\/01\/yelp-coverage.png\" width=\"940\" height=\"60\" srcset=\"http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/yelp-coverage.png 940w, http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/yelp-coverage-300x19.png 300w, http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/yelp-coverage-400x25.png 400w, http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/yelp-coverage-200x12.png 200w, http:\/\/first2board.com\/wanderlusty\/wp-content\/uploads\/sites\/48\/\/sites\/48\/2014\/01\/yelp-coverage-150x9.png 150w\" sizes=\"(max-width: 940px) 100vw, 940px\" \/><\/a><\/p>\n<p>Foursquare, while reliant on user input, <a href=\"http:\/\/engineeringblog.yelp.com\/2013\/11\/data-quality-how-yelp-stacks-up-to-the-competition.html\">has messier data<\/a>, though it&#8217;s <a href=\"https:\/\/foursquare.com\/v\/%D1%85%D0%B0%D0%B0%D0%BD-%D0%B1%D1%83%D1%83%D0%B7\/4fad2a12e4b0e981d8b466f1\">everywhere there is a user base<\/a>, and for better or worse, relies a lot more on algorithms to generate a score. <a href=\"http:\/\/www.quora.com\/Foursquare\/How-are-Foursquares-10-point-venue-scores-calculated\">according to one of their data engineers<\/a>, there are more pragmatic data points that come into play &#8212; not just likes and dislikes, but traffic patterns, user reliability scoring, maybe even some sentiment analysis* in tips that are left, and so on. (* it&#8217;s cool to see real life applications of <a href=\"http:\/\/en.wikipedia.org\/wiki\/Computational_linguistics\">what i went to grad school for<\/a> since i don&#8217;t use it at work. <a href=\"http:\/\/en.wikipedia.org\/wiki\/Sentiment_analysis\">sentiment analysis<\/a> is basically analyzing text and determining subjective\/emotional intent.)<\/p>\n<p><strong>returned results<\/strong><\/p>\n<p>this is the part that&#8217;s really making me think. how relevant are the results Foursquare is returning? are they tailored to what it thinks i want? what if i want to go out of my comfort zone when i&#8217;m traveling (as i think we all should do)? if i use Yelp, then, will i have to work through the results list a bit more to find something suitable? (this is even assuming there is a Yelp or Yelp-like option where i&#8217;m going.)<\/p>\n<p><strong>conclusion<\/strong><\/p>\n<p>it&#8217;s clear that neither of these apps are perfect. getting (what we hope are unbiased) recommendations when you&#8217;re on your own in a new place is probably better than picking at random since we want to experience the best of what&#8217;s around (<em>though i&#8217;m also all for just plain getting out there and exploring!<\/em>). but at what expense? for those of us who prefer not to use guidebooks and don&#8217;t have any personal recommendations from people we know, there are a surfeit of review sites out there, and checking Foursquare, then Yelp, then TripAdvisor, then Google Plus, then whatever local sites are out there is just plain impractical.<\/p>\n<p>i&#8217;m not sure i have a great answer for this, but i think my plan, now that i know that my previously-thought-to-be-infallible Foursquare does have its limitations, is do a quick round of testing when i first get to a destination to see what review sites are applicable and which one (or ones) returns results that i like to see, then make that my primary source when i&#8217;m on the go. i have to balance finding the best place with my often limited time and distance constraints. that said, i&#8217;ve never been disappointed with my picks based on Foursquare recommendations, but am i missing out on anything? or is this newly-developed <a href=\"http:\/\/en.wikipedia.org\/wiki\/Fear_of_missing_out\">FOMO<\/a> not worth it? and i should just get out and enjoy?<\/p>\n<p><strong>help wanted<\/strong><\/p>\n<p>does anybody have any insight or recommendations for app-based recommendations? (yes, i agree that personal tips usually turn out to be the most rewarding, though they may not fit your travel style and you often don&#8217;t get a list to choose from in case you&#8217;re not happy with the pick, so there are pluses and minuses to that as well.)<\/p>\n<p>(for the record, either i&#8217;m going to make my sister-in-law decide, or we&#8217;re just going to drive out of the way to get Ethiopian food. heh.)<\/p>\n<div id=\"geo-post-4633\" class=\"geo geo-post\" style=\"display: none\"><span class=\"latitude\">38.731014<\/span><span class=\"longitude\">-121.231314<\/span><\/div>","protected":false},"excerpt":{"rendered":"<p>i&#8217;m at my parents&#8217; for Chinese New Year (personally i think it&#8217;s a ploy to get me to visit, but i&#8217;m more than happy to&#8230;<\/p>\n","protected":false},"author":60,"featured_media":4631,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_newsletter_tier_id":0,"jetpack_publicize_message":"Foursquare vs. Yelp For Restaurant Recommendations #f2b #travel #travelblog","jetpack_is_tweetstorm":false,"jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[12],"tags":[320,877],"jetpack_publicize_connections":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.13 - 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