{"id":9835,"date":"2014-06-11T13:04:11","date_gmt":"2014-06-11T12:04:11","guid":{"rendered":"http:\/\/catai.net\/blog\/?p=9835"},"modified":"2014-09-13T20:27:16","modified_gmt":"2014-09-13T19:27:16","slug":"big-data-versus-small-data","status":"publish","type":"post","link":"https:\/\/catai.net\/blog\/2014\/06\/big-data-versus-small-data\/","title":{"rendered":"Big Data versus Small Data"},"content":{"rendered":"

 <\/p>\n

Big Data<\/a> and Small Data<\/a> are not comparable.<\/p>\n

Here we include a series of differences stablished by one of us (Ferrer-Roca O.) that are not complete and from which we appreciate any input.<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\n

Characteristics<\/strong><\/span><\/p>\n<\/td>\n

\n

BIG DATA<\/strong><\/span><\/p>\n<\/td>\n

\n

SMALL DATA<\/strong><\/span><\/p>\n<\/td>\n<\/tr>\n

Belongs to<\/td>\nGovernement\/State<\/td>\nIndividuals\/Patient<\/td>\n<\/tr>\n
Anonimized<\/td>\nYES<\/td>\nNO<\/td>\n<\/tr>\n
Encripted<\/td>\nNO<\/td>\nYES<\/td>\n<\/tr>\n
Processed in<\/span><\/td>\nThe Cloud<\/td>\nThe Fog<\/td>\n<\/tr>\n
Response<\/td>\nMonths \/ Years<\/td>\nMinutes \/ On time<\/td>\n<\/tr>\n
Obtained from<\/td>\nInstitutions\/EHRs<\/td>\nSensors \/ At home \/ PHR<\/td>\n<\/tr>\n
Procesed by<\/td>\nData Base tools<\/td>\ne-Agents<\/td>\n<\/tr>\n
Stored by<\/td>\nGovern\/Distributed<\/td>\nIndividuals\/ Personal Assistants<\/td>\n<\/tr>\n
Stored in<\/span><\/td>\nAnywhere<\/td>\nUsers\u2019 country<\/td>\n<\/tr>\n
Useful for<\/span><\/td>\nDecision makers<\/span><\/td>\nIndividuals<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

To whom<\/strong> it belongs, what<\/strong> to do with it and how<\/strong> to do it are the main differences.<\/p>\n

For that reason it is serious to consider how to protect the small data<\/a> that belong to individuals because it is not anonimized.<\/p>\n

A summary of what is considered a Personal Health Data can be seen in the following link<\/a>.<\/p>\n

\u00a0Personal Health Data<\/strong><\/p>\n\n\n\n\n\n\n
Genetic \u2192<\/td>\nLifestyle \u2192<\/td>\nInterventional \u2192<\/td>\nMonitoring<\/td>\n<\/tr>\n
Predisposition<\/td>\nDiet<\/td>\nProcedures<\/td>\nContinuous\/Scheduled<\/td>\n<\/tr>\n
Effectiveness<\/td>\nExercise<\/td>\nMedications<\/td>\nPredictive<\/td>\n<\/tr>\n
Family History<\/td>\nHealth Habits<\/td>\nVisits\/Admissions<\/td>\nTrends<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 <\/p>\n

The year 2014 was considered the Year of the Small Data<\/a>\u00a0that furthermore was defined as follows:\u00a0Small data connects people with timely, meaningful insights (derived from big data and\/or \u201clocal\u201d sources), organized and packaged \u2013 often visually \u2013 to be accessible, understandable, and actionable for everyday tasks.\u00a0<\/em><\/strong><\/p>\n

We added the way of processing not in The Cloud, but in The Fog<\/a> with all tools provided by Health 4.0<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

  Big Data and Small Data are not comparable. Here we include a series of differences stablished by one of us (Ferrer-Roca O.) that are not complete and from which we appreciate any input. Characteristics BIG DATA SMALL DATA Belongs to Governement\/State Individuals\/Patient Anonimized YES NO Encripted NO YES Processed in The Cloud The Fog […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"give_campaign_id":0,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[10,21,1,3,66,28,32,9],"tags":[99,182,100,98,93],"class_list":["post-9835","post","type-post","status-publish","format-standard","hentry","category-canarias","category-educacion","category-general","category-informes","category-reverse-innovation","category-sanidad","category-sociedad_red","category-unesco","tag-e-agents","tag-health-4-0","tag-intelliagents","tag-small-data","tag-the-fog"],"yoast_head":"\nBig Data versus Small Data | Telemedicina<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/catai.net\/blog\/2014\/06\/big-data-versus-small-data\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big Data versus Small Data | Telemedicina\" \/>\n<meta property=\"og:description\" content=\"  Big Data and Small Data are not comparable. 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