{"id":11542,"date":"2021-10-27T05:09:10","date_gmt":"2021-10-27T05:09:10","guid":{"rendered":"https:\/\/assignmenttutors.net\/blog\/?p=11542"},"modified":"2021-10-27T05:09:10","modified_gmt":"2021-10-27T05:09:10","slug":"text-mining-innovation-for-business","status":"publish","type":"post","link":"https:\/\/assignmenttutors.net\/blog\/text-mining-innovation-for-business\/","title":{"rendered":"Text Mining Innovation for Business"},"content":{"rendered":"<p>n this article, two text-mining-related projects from different industries with different challenges are discussed to identify standard procedures and methodologies that can be used. In the gig work sector, one of the partners offers a platform solution for employee recruitment for temporary work. The work assessment is performed using short reviews for which a method for sentiment assessment based on machine learning has been developed. The other partner creates an information extraction service for business documents in the financial advice sector, including insurance policies.<\/p>\n<p>Critically analyze the paper.<\/p>\n<p>Which one of the text mining scenarios is more of a challenge to business?<\/p>\n<ol>\n<li>Anonymization<\/li>\n<li>Quality of statistical machine learning models<\/li>\n<li>Being on the top of new methods or open-source software<\/li>\n<li>etc.<\/li>\n<\/ol>\n<p>Provide your reasoning and rationale behind your choice.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>n this article, two text-mining-related projects from different industries with different challenges are discussed to identify standard procedures and methodologies that can be used. In the gig work sector, one of the partners offers a platform solution for employee recruitment for temporary work. The work assessment is performed using short reviews for which a method [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-11542","post","type-post","status-publish","format-standard","hentry","category-business"],"_links":{"self":[{"href":"https:\/\/assignmenttutors.net\/blog\/wp-json\/wp\/v2\/posts\/11542","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/assignmenttutors.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/assignmenttutors.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/assignmenttutors.net\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/assignmenttutors.net\/blog\/wp-json\/wp\/v2\/comments?post=11542"}],"version-history":[{"count":3,"href":"https:\/\/assignmenttutors.net\/blog\/wp-json\/wp\/v2\/posts\/11542\/revisions"}],"predecessor-version":[{"id":11545,"href":"https:\/\/assignmenttutors.net\/blog\/wp-json\/wp\/v2\/posts\/11542\/revisions\/11545"}],"wp:attachment":[{"href":"https:\/\/assignmenttutors.net\/blog\/wp-json\/wp\/v2\/media?parent=11542"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/assignmenttutors.net\/blog\/wp-json\/wp\/v2\/categories?post=11542"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/assignmenttutors.net\/blog\/wp-json\/wp\/v2\/tags?post=11542"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}