{"id":89,"date":"2015-05-22T12:44:01","date_gmt":"2015-05-22T04:44:01","guid":{"rendered":"http:\/\/magicalbits.net\/?p=89"},"modified":"2015-05-22T12:44:01","modified_gmt":"2015-05-22T04:44:01","slug":"emojineering-part-1-machine-learning-for-emoji-trends-instagram-engineering","status":"publish","type":"post","link":"https:\/\/magicalbits.net\/?p=89","title":{"rendered":"Emojineering Part 1: Machine Learning for Emoji Trends &#8211; Instagram Engineering"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"http:\/\/magicalbits.net\/wp-content\/uploads\/2015\/05\/tumblr_inline_nnoyrajU4m1tpy1wo_500.png\" alt=\"\" width=\"500\" height=\"471\" \/><\/p>\n<blockquote><p>We\u2019re often asked about the meaning of emoji such as ????. Intuitively, substitutable words have similar meanings. For example, we might say that \u201cdog\u201d and \u201ccat\u201d are similar words because they can both be used in sentences like \u201cThe pet store sells _ food.\u201d In the field of natural language processing, this intuition is called the distributional hypothesis ????. It can be applied to emoji by treating them as if they are normal words.<\/p><\/blockquote>\n<blockquote><p><a href=\"http:\/\/instagram-engineering.tumblr.com\/post\/117889701472\/emojineering-part-1-machine-learning-for-emoji\" target=\"_blank\">Source<\/a><\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>We\u2019re often asked about the meaning of emoji such as ????. Intuitively, substitutable words have similar meanings. For example, we might say that \u201cdog\u201d and \u201ccat\u201d are similar words because they can both be used in sentences like \u201cThe pet store sells _ food.\u201d In the field of natural language processing, this intuition is called [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ep_exclude_from_search":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[16],"class_list":["post-89","post","type-post","status-publish","format-standard","hentry","category-uncategorised","tag-linguistics"],"jetpack_featured_media_url":"","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts\/89","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=89"}],"version-history":[{"count":1,"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts\/89\/revisions"}],"predecessor-version":[{"id":91,"href":"https:\/\/magicalbits.net\/index.php?rest_route=\/wp\/v2\/posts\/89\/revisions\/91"}],"wp:attachment":[{"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=89"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=89"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/magicalbits.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=89"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}