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Reality mining : using big data to engineer a better world

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Big Data consists of numerous small data points generated from everyday activities, such as cell phone usage, GPS entries, website visits, online purchases, and ATM transactions. While concerns about the misuse of Big Data—such as surveillance and hacking—often dominate headlines, its positive applications should not be overlooked. In this exploration of Reality Mining, Nathan Eagle and Kate Greene highlight the constructive potential of Big Data analysis, demonstrating how it can enhance various human systems, including political polling and disease tracking, while also addressing privacy concerns. The authors, with Eagle's expertise and Greene's journalism background, present Reality Mining across five levels: individual, neighborhood and organization, city, nation, and world. For each level, they provide accessible explanations of data collection methods and showcase existing or potential applications. Examples include a mobile app designed to assist smokers in quitting, a workplace knowledge system, the use of GPS and mobile data for traffic management, and social media analysis for disease tracking. Eagle and Greene advocate that, when used responsibly, Big Data can significantly improve people's lives, making them healthier and happier.

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Reality mining : using big data to engineer a better world, Nathan Eagle, Kate Greene, Inc ebrary

Sprache
Erscheinungsdatum
2014
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(Hardcover)
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Titel
Reality mining : using big data to engineer a better world
Sprache
Englisch
Erscheinungsdatum
2014
Einband
Hardcover
Seitenzahl
199
ISBN10
0262027682
ISBN13
9780262027687
Reihe
Bewertung
3,35 von 5 Sternen
Beschreibung
Big Data consists of numerous small data points generated from everyday activities, such as cell phone usage, GPS entries, website visits, online purchases, and ATM transactions. While concerns about the misuse of Big Data—such as surveillance and hacking—often dominate headlines, its positive applications should not be overlooked. In this exploration of Reality Mining, Nathan Eagle and Kate Greene highlight the constructive potential of Big Data analysis, demonstrating how it can enhance various human systems, including political polling and disease tracking, while also addressing privacy concerns. The authors, with Eagle's expertise and Greene's journalism background, present Reality Mining across five levels: individual, neighborhood and organization, city, nation, and world. For each level, they provide accessible explanations of data collection methods and showcase existing or potential applications. Examples include a mobile app designed to assist smokers in quitting, a workplace knowledge system, the use of GPS and mobile data for traffic management, and social media analysis for disease tracking. Eagle and Greene advocate that, when used responsibly, Big Data can significantly improve people's lives, making them healthier and happier.