Mobile Data Mining

• Κύριοι συγγραφείς: Yao, Yuan (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Su, Xing (http://id.loc.gov/vocabulary/relators/aut), Tong, Hanghang (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: SpringerBriefs in Computer Science,
• Θέματα: Computers.; Computer communication systems.; Information Systems and Communication Service.; Computer Communication Networks.

This SpringerBrief presents a typical life-cycle of mobile data mining applications, including: data capturing and processing which determines what data to collect, how to collect these data, and how to reduce the noise in the data based on smartphone sensors feature engineering which extracts and s...

Πίνακας περιεχομένων:

• 1 Introduction
• 2 Data Capturing and Processing
• 3 Feature Engineering
• 4 Hierarchical Model
• 5 Personalized Model
• 6 Online Model
• 7 Conclusions.