{"id":5269,"date":"2017-08-26T11:51:26","date_gmt":"2017-08-26T06:21:26","guid":{"rendered":"http:\/\/www.allerin.com\/blog\/?p=5269"},"modified":"2017-08-23T14:00:43","modified_gmt":"2017-08-23T08:30:43","slug":"this-is-why-algorithmic-decisions-should-be-made-context-aware","status":"publish","type":"post","link":"https:\/\/www.allerin.com\/blog\/this-is-why-algorithmic-decisions-should-be-made-context-aware\/","title":{"rendered":"This is why algorithmic decisions should be made context-aware"},"content":{"rendered":"<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/08\/This-is-why-algorithmic-decisions-should-be-made-context-aware-2.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-5578\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/08\/This-is-why-algorithmic-decisions-should-be-made-context-aware-2.jpg\" alt=\"\" width=\"770\" height=\"513\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/08\/This-is-why-algorithmic-decisions-should-be-made-context-aware-2.jpg 770w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/08\/This-is-why-algorithmic-decisions-should-be-made-context-aware-2-300x200.jpg 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/08\/This-is-why-algorithmic-decisions-should-be-made-context-aware-2-768x512.jpg 768w\" sizes=\"auto, (max-width: 770px) 100vw, 770px\" \/><\/a><\/p>\n<p><a href=\"http:\/\/dl.acm.org\/citation.cfm?id=1141547\" target=\"_blank\" rel=\"noopener\">Context-aware algorithmic decision<\/a>s have recently gained momentum, allowing devices to exhibit behavior that is socially appropriate. Well-structured, predictable, and familiar sources are the originators of the external context data that mostly is incorporated into application logic. However, with growing competition, these sources are just not enough. The need now is to look for newer sources for more contexts. But the priority is to make context awareness a non-negotiable aspect of your business applications first.<\/p>\n<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/08\/This-is-why-algorithmic-decisions-should-be-made-context-aware-1.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5563 size-full\" title=\"context-aware algorithmic decisions\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/08\/This-is-why-algorithmic-decisions-should-be-made-context-aware-1.jpg\" alt=\"\" width=\"820\" height=\"631\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/08\/This-is-why-algorithmic-decisions-should-be-made-context-aware-1.jpg 820w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/08\/This-is-why-algorithmic-decisions-should-be-made-context-aware-1-300x231.jpg 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/08\/This-is-why-algorithmic-decisions-should-be-made-context-aware-1-768x591.jpg 768w\" sizes=\"auto, (max-width: 820px) 100vw, 820px\" \/><\/a><\/p>\n<h1>Why are context-aware algorithmic decisions important?<\/h1>\n<p>The need for context awareness is the direct result of the understanding that the needs of the customer vary and constantly change. A business application, therefore, needs to understand the context of a situation better to be able to respond appropriately to it. Context shapes the meaning of all communication between user and application. It tells the application what importance to place on something. Without context in purview, an application may very well have the ability to perform on abstract problems, but may not know where to apply what. <a href=\"https:\/\/www.allerin.com\/blog\/why-is-it-important-for-digital-businesses-to-be-context-aware\" target=\"_blank\" rel=\"noopener\">Context awareness makes business applications more intelligent<\/a> and less attention seeking.<\/p>\n<h6><\/h6>\n<p>Once the context is completely understood, making good decisions becomes easy for an application.\u00a0 The application then has an appropriate set of axioms to reason with. Instead of complex reasoning, intelligent systems have to do more with simple situational understanding.<\/p>\n<h1>Examples of applications that require context-aware algorithmic decisions:<\/h1>\n<p>One of the most <a href=\"https:\/\/file.scirp.org\/pdf\/JGIS20120500005_14524975.pdf\" target=\"_blank\" rel=\"noopener\">befitting applications for context-aware decisions<\/a> are across hospitals that are under constant pressure to minimize errors while prescribing medicines to patients. Applications in the healthcare sector can be fed with insights, say on recorded drug interactions of patients, to help them replace\/supplement doctors when prescribing medicines to patients.<\/p>\n<h6><\/h6>\n<p>Another application is with the truck transport companies, maximizing their productivity and minimizing losses caused by human errors. This can be achieved by adding information about the truck conditions, road conditions, driver history, and nature of cargo to the scheduling and routing decisions taken by the application.<\/p>\n<h6><\/h6>\n<p>Context-aware algorithmic decisions can help a city\u2019s traffic authority to improve the flow of vehicles and diminish the number of road accidents. It can control the \u201cswitching on and off\u201d of traffic lights dynamically by taking into context considerations like amount of traffic on the road and the weather conditions.<\/p>\n<h6><\/h6>\n<p>Furthermore, such context-aware applications in financial institutions can help examine the history of parties, their partnerships, and dependencies in real time. Context-aware algorithmic processes can increase a company\u2019s degree of <a href=\"http:\/\/hrcouncil.ca\/hr-toolkit\/legal-compliance.cfm\" target=\"_blank\" rel=\"noopener\">legal compliance<\/a>.<\/p>\n<h6><\/h6>\n<p>Advances through contextual automation may appear relatively expensive. However, with further developments in the future, organizations will have to heavily depend upon context awareness in their application. In fact, this will be even more predominant once the ad-hoc approach turns completely obsolete. Given that scenario, it is best to think about and implement context-awareness now and become future-ready.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Context-aware algorithmic decisions have recently gained momentum, allowing devices to exhibit behavior that is socially appropriate. Well-structured, predictable, and familiar sources are the originators of the external context data that&#8230;<\/p>\n","protected":false},"author":1,"featured_media":5578,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[5,126],"tags":[422],"class_list":["post-5269","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-big-data","tag-context-aware-algorithmic-decisions"],"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>This is why algorithmic decisions should be made context-aware<\/title>\n<meta name=\"description\" content=\"Context-aware algorithmic decisions have recently gained momentum, allowing devices to exhibit behavior that is socially appropriate. 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