{"id":4040,"date":"2017-04-27T06:36:42","date_gmt":"2017-04-27T01:06:42","guid":{"rendered":"http:\/\/www.allerin.com\/blog\/?p=4040"},"modified":"2017-12-26T12:49:05","modified_gmt":"2017-12-26T07:19:05","slug":"importance-of-semantic-technology","status":"publish","type":"post","link":"https:\/\/www.allerin.com\/blog\/importance-of-semantic-technology\/","title":{"rendered":"Importance of semantic technology in Artificial Intelligence"},"content":{"rendered":"<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/04\/semantic-tehnology.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-4079 size-full\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/04\/semantic-tehnology.jpg\" alt=\"semantic technology\" width=\"770\" height=\"513\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/04\/semantic-tehnology.jpg 770w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/04\/semantic-tehnology-300x200.jpg 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/04\/semantic-tehnology-768x512.jpg 768w\" sizes=\"auto, (max-width: 770px) 100vw, 770px\" \/><\/a><\/p>\n<p><span lang=\"EN-US\">Semantic technology consists of a variety of concepts that have emerged from AI such as natural language processing, speech recognition and planning, etc. The collaboration of semantic technology and AI is providing experts with new techniques for building intelligent systems or agents that can allow users to find answers to their queries more precisely. Take an example of a user who wants to find out the average size of an elephant. This user can go online and type \u2018average size of an elephant\u2019 into a search engine. Unfortunately, several search engines won\u2019t give that user a precise answer, but instead display documents that might include information that the user is seeking. But, if the same question is asked to an intelligent agent like Apple\u2019s Siri, it would give that user the answer that he is looking for.<\/span><\/p>\n<h6><\/h6>\n<p><em>A simple representation of enabling connections amongst data points with semantic technology.<\/em><\/p>\n<h6><\/h6>\n<p>Basically, semantic technology is able to create links between data points within documents and other forms of data containers that helps these intelligent agents in providing precise answers.<\/p>\n<h6><\/h6>\n<p>Take a look at how semantic technology is enhancing AI.<\/p>\n<h1>Semantic Technology in Machine learning<\/h1>\n<p>Machine learning algorithms are developed to perform complex tasks for humans; but first, they need to understand inputs that are fed into them. The goal of semantic technology is to enable machine learning systems to understand and respond to complex human requests based on their meaning. For building this type of understanding, it is necessary that relevant information sources are semantically structured. Semantic technology allows incorporation of <a href=\"https:\/\/en.wikipedia.org\/wiki\/Resource_Description_Framework\" target=\"_blank\" rel=\"noopener noreferrer\">RDF (Resource Description Framework)<\/a>, which is a data model that is suitable for knowledge representation. Utilization of RDF allows developers to capture the form, format, and serialization of data. This helps in enabling flexibility into systems based on machine learning to handle a changing world.<\/p>\n<h1>Semantic Technology in Cognitive Computing<\/h1>\n<p>Semantic technology helps in extracting meaning from unstructured content, through the juxtaposition of interoperability standards like HTTP, XML, and RDP. This helps in reducing uncertainties in cognitive computing. Cognitive computing plays an important role in extracting useful information from unstructured data with the help of cognitive techniques such as pattern recognition and natural-language processing. Semantic technology helps cognitive computing in achieving this role. Semantic technology pushes cognitive computing in translating and connecting data to create accessible frameworks. The collaboration of semantic technology and cognitive computing facilitates the development of heterogeneous ecosystems that can allow content everywhere to be available, readable, and comprehensible to both human and automated consumers.<\/p>\n<h6><\/h6>\n<p>Thus, semantic technology is increasing effectiveness, and efficiency of AI, by making AI systems more perceptive, intelligent and collaborative.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Semantic technology consists of a variety of concepts that have emerged from AI such as natural language processing, speech recognition and planning, etc. The collaboration of semantic technology and AI&#8230;<\/p>\n","protected":false},"author":1,"featured_media":4079,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[125,3],"tags":[314],"class_list":["post-4040","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-iot","category-technology","tag-semantic-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.5 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Importance of semantic technology in Artificial Intelligence<\/title>\n<meta name=\"description\" content=\"Semantic technology is able to encode meaning into content. This enables a computer system to have a human-like understanding and reasoning.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.allerin.com\/blog\/importance-of-semantic-technology\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Importance of semantic technology in Artificial Intelligence\" \/>\n<meta property=\"og:description\" content=\"Semantic technology consists of a variety of concepts that have emerged from AI such as natural language processing, speech recognition and planning, etc.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.allerin.com\/blog\/importance-of-semantic-technology\/\" \/>\n<meta property=\"og:site_name\" content=\"Artificial Intelligence, ROBOTICS, AUTOMATION\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/allerintech\" \/>\n<meta property=\"article:published_time\" content=\"2017-04-27T01:06:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2017-12-26T07:19:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/04\/semantic-tehnology.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"770\" \/>\n\t<meta property=\"og:image:height\" content=\"513\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Naveen Joshi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@joshinav\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Naveen Joshi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/importance-of-semantic-technology\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/importance-of-semantic-technology\\\/\"},\"author\":{\"name\":\"Naveen Joshi\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#\\\/schema\\\/person\\\/d01e43be365179dae3ff572b2007c64e\"},\"headline\":\"Importance of semantic technology in Artificial Intelligence\",\"datePublished\":\"2017-04-27T01:06:42+00:00\",\"dateModified\":\"2017-12-26T07:19:05+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/importance-of-semantic-technology\\\/\"},\"wordCount\":445,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/importance-of-semantic-technology\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/wp-content\\\/uploads\\\/2017\\\/04\\\/semantic-tehnology.jpg\",\"keywords\":[\"semantic technology\"],\"articleSection\":[\"IOT\",\"Technology\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.allerin.com\\\/blog\\\/importance-of-semantic-technology\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/importance-of-semantic-technology\\\/\",\"url\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/importance-of-semantic-technology\\\/\",\"name\":\"Importance of semantic technology in Artificial Intelligence\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/importance-of-semantic-technology\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/importance-of-semantic-technology\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/wp-content\\\/uploads\\\/2017\\\/04\\\/semantic-tehnology.jpg\",\"datePublished\":\"2017-04-27T01:06:42+00:00\",\"dateModified\":\"2017-12-26T07:19:05+00:00\",\"description\":\"Semantic technology is able to encode meaning into content. 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