{"id":429,"date":"2021-10-01T16:53:57","date_gmt":"2021-10-01T14:53:57","guid":{"rendered":"https:\/\/www.eu-japan.ai\/?p=429"},"modified":"2021-10-01T16:54:08","modified_gmt":"2021-10-01T14:54:08","slug":"ai-in-manufacturing-resonating-in-the-news","status":"publish","type":"post","link":"https:\/\/www.eu-japan.ai\/ja\/ai-in-manufacturing-resonating-in-the-news\/","title":{"rendered":"\u201cAI in manufacturing\u201d resonating in the news"},"content":{"rendered":"<div class=\"row vc_row wpb_row vc_row-fluid mpc-row\"><div class=\"bs-vc-wrapper\"><div class=\"wpb_column bs-vc-column vc_column_container vc_col-sm-12 mpc-column\" data-column-id=\"mpc_column-526a04ae7b8c7ab\"><div class=\"bs-vc-wrapper wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element  bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><b>Where does the topic of artificial intelligence in manufacturing predominate, what is the sentiment, and which subtopics are most popular in global media news? To address these questions, Event Registry, a global media monitoring platform developed by Jo&#382;ef Stefan Institute, was used as part of the EU-Japan.AI project.<\/b><\/p>\n<p><b>Explore Event Registry<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Event Registry is the world&rsquo;s leading news intelligence platform, which keeps track of world events and global news and analyzes their impact. The system structures global news and enables to find, summarize and visualize news and blog content published globally by over 150,000 diverse sources. The platform works by advanced filtering by keywords, tags, categories, sentiment, location, and more. For example, since the beginning of this year 167, 478 articles were published addressing the topic of &ldquo;artificial intelligence&rdquo; and 95, 369 on &ldquo;manufacturing.&rdquo;<\/span><\/p>\n<p><b>&ldquo;AI in manufacturing&rdquo; more popular in the US or Japan?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">To answer the question, both the total number and the relative numbers of news relating to the subject are analyzed. Looking at the total number of articles related to the topic &ldquo;Artificial Intelligence in Manufacturing&rdquo;, significantly higher numbers are found in the US, followed by the EU and Japan. However, looking at the overall numbers can be misleading as Event Registry, which was developed and is maintained in Europe, is more focused on Western media sources.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_center\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\"><div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img width=\"512\" height=\"242\" src=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-01.png\" class=\"vc_single_image-img attachment-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-01.png 512w, https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-01-300x142.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\"><\/div>\n\t\t<\/figure><\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1633099300718 bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Total number of articles from the three countries on AI and Manufacturing<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_center\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\"><div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img width=\"512\" height=\"242\" src=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-02.png\" class=\"vc_single_image-img attachment-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-02.png 512w, https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-02-300x142.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\"><\/div>\n\t\t<\/figure><\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1633099374275 bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Percent of total articles per country which discuss &ldquo;AI&rdquo; and &ldquo;Manufacturing&rdquo; separately<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><span style=\"font-weight: 400;\">For this reason, the percentage of all articles in which the terms &ldquo;artificial intelligence&rdquo; and &ldquo;manufacturing&rdquo; are used separately was examined. The result is opposite to the overall figures, as the relative coverage is significantly higher in Japan, followed by the US and the EU.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In summary, &ldquo;AI in manufacturing&rdquo; does not enjoy the same attention in Japan, the EU, and the US.<\/span><\/p>\n<p><b>Internet of Things and Automotive Industry<\/b><\/p>\n<p><span style=\"font-weight: 400;\">In addition, the JSI examined which sub-topics of &ldquo;artificial intelligence&rdquo; and &ldquo;manufacturing&rdquo; are most prevalent in the news. Interestingly, the Internet of Things seems to be the most popular AI subtheme in the EU and Japan, while the machine learning subtopic seems to be the most popular in the US. It should be noted that &ldquo;robotics&rdquo; is much more popular in Japan than in the EU and the US.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In addition, &ldquo;automotive&rdquo; is the most popular sub-topic in &ldquo;manufacturing&rdquo;. &ldquo;It is interesting to note that this theme is three times more common in Japan than in the EU or the U.S. In addition, the results show that the issue of &ldquo;Industry 4.0&rdquo; is significantly more popular in the EU, which is most likely due to the emphasis on this topic on the website European Commission.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_center\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\"><div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img width=\"512\" height=\"236\" src=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-03.png\" class=\"vc_single_image-img attachment-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-03.png 512w, https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-03-300x138.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\"><\/div>\n\t\t<\/figure><\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1633099469754 bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Percentages of articles on AI in the industry for each country that refer to different sub-areas of AI<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_center\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\"><div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img width=\"512\" height=\"235\" src=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-04.png\" class=\"vc_single_image-img attachment-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-04.png 512w, https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-04-300x138.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\"><\/div>\n\t\t<\/figure><\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1633099519246 bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Percentages of articles on AI in the industry for each country that refer to different industry topics.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h4>How is the subject addressed?<\/h4>\n<p><span style=\"font-weight: 400;\">To find out the tone of articles on the topic of &ldquo;AI in manufacturing,&rdquo; JSI conducted a sentiment analysis. Overall, the topic was addressed with mostly positive sentiment. Most of the negative opinions were found in the news that dealt with the trade war between the US and China. On the other hand, in Japan, there is a lower percentage of very positive articles, but a much higher percentage of mostly positive news. One of the explanations for this could be that the topic of AI in manufacturing is already well established in the Japanese industry, so they are less excited to report on it because it is less new.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_center\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\"><div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img width=\"512\" height=\"345\" src=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-05.png\" class=\"vc_single_image-img attachment-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-05.png 512w, https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-05-300x202.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\"><\/div>\n\t\t<\/figure><\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1633099586906 bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Sentiment analysis of articles from Japan<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_center\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\"><div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img width=\"512\" height=\"345\" src=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-06.png\" class=\"vc_single_image-img attachment-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-06.png 512w, https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-06-300x202.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\"><\/div>\n\t\t<\/figure><\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1633099638591 bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Sentiment analysis of articles from the EU<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_single_image wpb_content_element vc_align_center\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\"><div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img width=\"512\" height=\"342\" src=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-07.png\" class=\"vc_single_image-img attachment-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-07.png 512w, https:\/\/www.eu-japan.ai\/wp-content\/uploads\/2021\/10\/EU-Japan.AI-PLA-Article-Knowledge-01-JSI-02-image-07-300x200.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\"><\/div>\n\t\t<\/figure><\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1633099759212 bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Sentiment analysis of articles from the US<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  bs-vc-block\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><span style=\"font-weight: 400;\">To conclude, &ldquo;AI in manufacturing&rdquo; is relatively more popular in Japan following by the US and EU. However, if the total number of articles is counted, US the takes first place. Internet of Things is the most popular subtopic of AI in the EU and Japan, while machine learning takes first place in the USA. The automotive industry is the most popular in all the three countries, while it is three times more popular in Japan than in the EU and USA. Interestingly, robotics is significantly more popular in Japan than in comparison to the EU and the USA. Overall, the subject of &ldquo;AI in manufacturing&rdquo; enjoys a mostly positive tone in the news of the countries under consideration. For final results, follow the EU-Japan project at <a href=\"https:\/\/project.eu-japan.ai\/\" target=\"_blank\" rel=\"noopener\">https:\/\/project.eu-japan.ai\/<\/a> and our social media.<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element  vc_custom_1633097924200 bs-vc-block\" id=\"sources\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><span style=\"color: #050599;\"><b>Author:<\/b>&nbsp;<\/span><span style=\"font-weight: 400; color: #050599;\">Anja Polajnar<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Jo&#382;ef Stefan Institute<\/span><\/p>\n<p><a href=\"https:\/\/ct3.ijs.si\/\"><span style=\"font-weight: 400;\">https:\/\/ct3.ijs.si\/<\/span><\/a><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"Where does the topic of artificial intelligence in manufacturing predominate, what is the sentiment, and which subtopics are most popular in global media news? To address these questions, Event Registry, a global media monitoring platform developed by Jo&#382;ef Stefan Institute, was used as part of the EU-Japan.AI project. Explore Event Registry Event Registry is the","protected":false},"author":1,"featured_media":437,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false},"categories":[26],"tags":[64,89,88,37,94,36,95],"_links":{"self":[{"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/posts\/429"}],"collection":[{"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/comments?post=429"}],"version-history":[{"count":1,"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/posts\/429\/revisions"}],"predecessor-version":[{"id":438,"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/posts\/429\/revisions\/438"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/media\/437"}],"wp:attachment":[{"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/media?parent=429"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/categories?post=429"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.eu-japan.ai\/ja\/wp-json\/wp\/v2\/tags?post=429"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}