  {"id":517892,"date":"2022-04-08T08:14:33","date_gmt":"2022-04-08T12:14:33","guid":{"rendered":"https:\/\/www.rochester.edu\/newscenter\/?p=517892"},"modified":"2022-04-13T17:34:38","modified_gmt":"2022-04-13T21:34:38","slug":"a-cautionary-tale-about-location-tracking-517892","status":"publish","type":"post","link":"https:\/\/www.rochester.edu\/newscenter\/a-cautionary-tale-about-location-tracking-517892\/","title":{"rendered":"A \u2018cautionary tale\u2019 about location tracking"},"content":{"rendered":"<h2 style=\"width: 85%; font-weight: bold; line-height: 135%; margin-bottom: 0.5em;\">New research out of the Ä¢¹½´«Ã½ shows that data collected from your acquaintances and even strangers can predict your location.<\/h2>\n<p>Data about our habits and movements are constantly collected via mobile phone apps, fitness trackers, credit card logs, websites visited, and other means.<\/p>\n<p>But if we turn off data tracking on our devices, aren\u2019t we untraceable?<\/p>\n<p>No, according to a new study.<\/p>\n<p>\u201cSwitching off your location data is not going to entirely help,\u201d says <a href=\"https:\/\/www.pas.rochester.edu\/people\/faculty\/ghoshal_gourab\/index.html\">Gourab Ghoshal<\/a>, an associate professor of physics, mathematics, and computer science and the Stephen Biggar \u201992 and Elizabeth Asaro\u00a0\u201992 Fellow in Data Science\u00a0at the <a href=\"http:\/\/www.rochester.edu\/\">Ä¢¹½´«Ã½<\/a>.<\/p>\n<p>Ghoshal, joined by colleagues at the University of Exeter, the Federal University of Rio de Janeiro, Northeastern University, and the University of Vermont, applied techniques from information theory and network science to find out just how far-reaching a person\u2019s data might be. The researchers discovered that even if individual users turned off data tracking and didn\u2019t share their own information, their mobility patterns could still be predicted with surprising accuracy based on data collected from their acquaintances.<\/p>\n<p>\u201cWorse,\u201d says Ghoshal, \u201calmost as much latent information can be extracted from perfect strangers that the individual tends to co-locate with.\u201d<\/p>\n<p>The researchers published their findings in <a href=\"https:\/\/www.nature.com\/articles\/s41467-022-29592-y\"><em>Nature Communications<\/em><\/a>.<\/p>\n<h3><strong>The smoking gun: your \u2018colocation network\u2019<\/strong><\/h3>\n<p>The researchers analyzed four datasets: three location-based social network datasets composed of millions of check-ins on apps such as Brightkite, Facebook, and Foursquare, and one call-data record containing more than 22 million calls by nearly 36,000 anonymous users.<\/p>\n<p>They developed a \u201ccolocation\u201d network to distinguish between the mobility patterns of two sets of people:<\/p>\n<ul>\n<li>people who are socially tied to an individual, such as family members, friends, or co-workers<\/li>\n<li>people who are not socially tied to an individual, but who are at a location at a similar time as the individual. They might include people working in the same building but with different companies, parents whose children attend the same schools but who are unknown to each other, or people who shop at the same grocery store.<\/li>\n<\/ul>\n<p>By applying information theory and measures of entropy\u2014the degree of randomness or structure in a sequence of location visits\u2014the researchers learned that the movement patterns of people who are socially tied to an individual contain up to 95 percent of the information needed to predict that individual\u2019s mobility patterns. However, even more surprisingly, they found that strangers <em>not<\/em> tied socially to an individual could also provide significant information, predicting up to 85 percent of an individual\u2019s movement.<\/p>\n<h3><strong>\u2018A cautionary tale\u2019<\/strong><\/h3>\n<p>The ability to predict the locations of individuals or groups can be beneficial in areas such as urban planning and pandemic control, where contact tracing based on mobility patterns is a key tool to stopping the spread of disease. In addition, many consumers appreciate the ability of data mining to offer tailored recommendations for restaurants, TV shows, and advertisements.<\/p>\n<p>However, Ghoshal says, data mining is a slippery slope, especially because, as the research showed, individuals sharing data via mobile apps may be unwittingly providing information about others.<\/p>\n<p>\u201cWe\u2019re offering a cautionary tale that people should be aware of how far-reaching their data can be,\u201d he says. \u201cThis research has a lot of implications for surveillance and privacy issues, especially with the rise of authoritarian impulses. We can\u2019t just tell people to switch off their phones or go off the grid. We need to have dialogues to put in place laws and guidelines that regulate how people collecting your data use it.\u201d<\/p>\n<hr \/>\n<h3><strong>Read more<\/strong><\/h3>\n<div class=\"large-up-3\">\n<div class=\"column\" style=\"padding-left: 0px;\"><a href=\"https:\/\/www.rochester.edu\/newscenter\/complex-systems-laws-of-physics-traffic-markets-networks-367952\/\"><img decoding=\"async\" style=\"margin-bottom: 10px;\" src=\"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2019\/03\/fea-complex-systems-traffic.jpg\" alt=\"overheard photo of a freeway loop at night, with the headlights of the cars in a blur.\" \/><strong>Can the laws of physics untangle traffic jams, stock markets, and other complex systems?<\/strong><\/a><br \/>\n<span style=\"font-size: .9em;\">Gourab Ghoshal is using the fundamental laws of physics to untangle the complex systems behind human behavior, urban planning, and social networks.<\/span><\/div>\n<div class=\"column\" style=\"padding-left: 0px;\"><a href=\"https:\/\/www.rochester.edu\/newscenter\/can-social-networks-help-us-be-more-creative-463492\/\"><img decoding=\"async\" style=\"margin-bottom: 10px;\" src=\"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2020\/12\/fea-creative-social-networks.jpg\" alt=\"person takes a cellphone photo of a cat dressed up in a pink sweater and glasses.\" \/><strong>Can social networks help us be more creative?<\/strong><\/a><br \/>\n<span style=\"font-size: .9em;\">Our interactions on social media could encourage new ways of thinking and different perspectives, if creativity was considered part of the network\u2019s algorithms, say Rochester researchers.<\/span><\/div>\n<div class=\"column\" style=\"padding-left: 0px;\"><a href=\"https:\/\/www.rochester.edu\/newscenter\/mathematical-model-monitor-spread-covid-19-435202\/\"><img decoding=\"async\" style=\"margin-bottom: 10px;\" src=\"https:\/\/www.rochester.edu\/newscenter\/wp-content\/uploads\/2020\/05\/fea-mathematical-model-covid-19.jpg\" alt=\"Tiny figurines placed on graph paper connected by black lines.\" \/><strong>Mathematical model will monitor spread of COVID-19<\/strong><\/a><br \/>\n<span style=\"font-size: .9em;\">Computational scientists Gourab Ghoshal and Andrew White received a National Science Foundation grant to develop a tool to provide accurate, timely information to local-level policymakers monitoring the spread of COVID-19.<\/span><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>A new study out of the Ä¢¹½´«Ã½ shows that data collected from your acquaintances and even strangers can predict your location.<\/p>\n","protected":false},"author":912,"featured_media":517952,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[116],"tags":[11716,18662,29502,36412,18572,16072],"class_list":["post-517892","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sci-tech","tag-data-science","tag-department-of-physics-and-astronomy","tag-featured-post-side","tag-gourab-ghoshal","tag-research-finding","tag-school-of-arts-and-sciences"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A \u2018cautionary tale\u2019 about location tracking<\/title>\n<meta name=\"description\" content=\"A new study out of the Ä¢¹½´«Ã½ shows that data collected from your acquaintances and even strangers can predict your location.\" \/>\n<meta name=\"robots\" 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