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{"id":577,"date":"2018-10-29T23:06:54","date_gmt":"2018-10-29T23:06:54","guid":{"rendered":"https:\/\/dcs.celtics.catapult.bates.edu\/?p=28"},"modified":"2018-10-29T23:06:54","modified_gmt":"2018-10-29T23:06:54","slug":"francis-kevin-bacon","status":"publish","type":"post","link":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/2018\/10\/29\/francis-kevin-bacon\/","title":{"rendered":"Francis (Kevin?) Bacon"},"content":{"rendered":"<p>The <em>Six Degrees of Francis Bacon<\/em> was a very fascinating analysis of relationships from 1500 to 1700.\u00a0 The authors showed that people who have similar links tend to have the same number of mentions. For example, assume I was mentioned in a history book by a professor.\u00a0 However, the professor also mentioned another student in section B. I may not know the other student at all, but that person can be a good indicator for number of mentions for myself in a history book.\u00a0 This took some very advanced concepts to show and I am curious to see if we can explore those further in class.<\/p>\n<p>This article highlights some of the really interesting use cases of machine learning for large (65 million word) data sets. This analysis would not be possible without the machine learning.<\/p>\n<p>I believe this article relates closely to quantitative linguistics referred to in\u00a0<em>Sentiment Analysis and Subjectivity.<\/em> As an expansion,I would be very curious if one could separate a &#8220;likability&#8221; for each person in the history books based on positive language as well.<\/p>\n<p>After reading <em>Why Topic Modeling is important<\/em> by JM, I believe another expansion of the data set would be the tone women and gender are mentioned over time. I would be interested to see the progression of language for this topic.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Six Degrees of Francis Bacon was a very fascinating analysis of relationships from 1500 to 1700.&nbsp; The authors showed that people who have similar links tend to have the same number of mentions. For example, assume I was mentioned in a history book by a professor.&nbsp; However, the professor also mentioned another student in &hellip; <\/p>\n<p><a href=\"https:\/\/dcs.celtics.catapult.bates.edu\/uncategorized\/francis-kevin-bacon\/\">Continue reading<span> &#8220;Francis (Kevin?) Bacon&#8221;<\/span><\/a><\/p>\n","protected":false},"author":193,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-577","post","type-post","status-publish","format-standard","hentry","category-class"],"_links":{"self":[{"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/posts\/577","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/users\/193"}],"replies":[{"embeddable":true,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/comments?post=577"}],"version-history":[{"count":3,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/posts\/577\/revisions"}],"predecessor-version":[{"id":1537,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/posts\/577\/revisions\/1537"}],"wp:attachment":[{"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/media?parent=577"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/categories?post=577"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/courses.shroutdocs.org\/dcs104-fall2018\/wp-json\/wp\/v2\/tags?post=577"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}