Social sensing: building reliable systems on unreliable data
Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. Social Sensing: Building Reliable Systems on Unreliable Data looks at recent advances in the emerging field of social sensing, emphasizing the...
Gespeichert in:
| Beteiligte Personen: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Waltham, MA
Morgan Kaufmann
[2015]
|
| Ausgabe: | First edition. |
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9780128008676/?ar |
| Zusammenfassung: | Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. Social Sensing: Building Reliable Systems on Unreliable Data looks at recent advances in the emerging field of social sensing, emphasizing the key problem faced by application designers: how to extract reliable information from data collected from largely unknown and possibly unreliable sources. The book explains how a myriad of societal applications can be derived from this massive amount of data collected and shared by average individuals. The title offers theoretical foundations to support emerging data-driven cyber-physical applications and touches on key issues such as privacy. The authors present solutions based on recent research and novel ideas that leverage techniques from cyber-physical systems, sensor networks, machine learning, data mining, and information fusion. |
| Beschreibung: | Includes bibliographical references and index. - Online resource; title from title page (Safari, viewed May 8, 2015) |
| Umfang: | 1 Online-Ressource (1 volume) illustrations |
| ISBN: | 9780128011317 0128011319 0128008679 9780128008676 |
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| spelling | Wang, Dong VerfasserIn aut Social sensing building reliable systems on unreliable data Dong Wang, Tarek Abdelzaher, Lance Kaplan Building reliable systems on unreliable data First edition. Waltham, MA Morgan Kaufmann [2015] ©2015 1 Online-Ressource (1 volume) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Online resource; title from title page (Safari, viewed May 8, 2015) Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. Social Sensing: Building Reliable Systems on Unreliable Data looks at recent advances in the emerging field of social sensing, emphasizing the key problem faced by application designers: how to extract reliable information from data collected from largely unknown and possibly unreliable sources. The book explains how a myriad of societal applications can be derived from this massive amount of data collected and shared by average individuals. The title offers theoretical foundations to support emerging data-driven cyber-physical applications and touches on key issues such as privacy. The authors present solutions based on recent research and novel ideas that leverage techniques from cyber-physical systems, sensor networks, machine learning, data mining, and information fusion. Social media Data mining Big data Médias sociaux Exploration de données (Informatique) Données volumineuses social media COMPUTERS ; Computer Literacy COMPUTERS ; Computer Science COMPUTERS ; Data Processing COMPUTERS ; Hardware ; General COMPUTERS ; Information Technology COMPUTERS ; Machine Theory COMPUTERS ; Reference Abdelzaher, Tarek VerfasserIn aut Kaplan, Lance VerfasserIn aut 9780128008676 Erscheint auch als Druck-Ausgabe 9780128008676 |
| spellingShingle | Wang, Dong Abdelzaher, Tarek Kaplan, Lance Social sensing building reliable systems on unreliable data Social media Data mining Big data Médias sociaux Exploration de données (Informatique) Données volumineuses social media COMPUTERS ; Computer Literacy COMPUTERS ; Computer Science COMPUTERS ; Data Processing COMPUTERS ; Hardware ; General COMPUTERS ; Information Technology COMPUTERS ; Machine Theory COMPUTERS ; Reference |
| title | Social sensing building reliable systems on unreliable data |
| title_alt | Building reliable systems on unreliable data |
| title_auth | Social sensing building reliable systems on unreliable data |
| title_exact_search | Social sensing building reliable systems on unreliable data |
| title_full | Social sensing building reliable systems on unreliable data Dong Wang, Tarek Abdelzaher, Lance Kaplan |
| title_fullStr | Social sensing building reliable systems on unreliable data Dong Wang, Tarek Abdelzaher, Lance Kaplan |
| title_full_unstemmed | Social sensing building reliable systems on unreliable data Dong Wang, Tarek Abdelzaher, Lance Kaplan |
| title_short | Social sensing |
| title_sort | social sensing building reliable systems on unreliable data |
| title_sub | building reliable systems on unreliable data |
| topic | Social media Data mining Big data Médias sociaux Exploration de données (Informatique) Données volumineuses social media COMPUTERS ; Computer Literacy COMPUTERS ; Computer Science COMPUTERS ; Data Processing COMPUTERS ; Hardware ; General COMPUTERS ; Information Technology COMPUTERS ; Machine Theory COMPUTERS ; Reference |
| topic_facet | Social media Data mining Big data Médias sociaux Exploration de données (Informatique) Données volumineuses social media COMPUTERS ; Computer Literacy COMPUTERS ; Computer Science COMPUTERS ; Data Processing COMPUTERS ; Hardware ; General COMPUTERS ; Information Technology COMPUTERS ; Machine Theory COMPUTERS ; Reference |
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