Putting Social Media and Networking Data in Practice for Education, Planning, Prediction and Recommendation -

Putting Social Media and Networking Data in Practice for Education, Planning, Prediction and Recommendation

Buch | Hardcover
XIII, 237 Seiten
2019 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-33697-4 (ISBN)
117,69 inkl. MwSt

This book focusses on recommendation, behavior, and anomaly, among of social media analysis. First, recommendation is vital for a variety of applications to narrow down the search space and to better guide people towards educated and personalized alternatives. In this context, the book covers supporting students, food venue, friend and paper recommendation to demonstrate the power of social media data analysis. Secondly, this book treats behavior analysis and understanding as important for a variety of applications, including inspiring behavior from discussion platforms, determining user choices, detecting following patterns, crowd behavior modeling for emergency evacuation, tracking community structure, etc. Third, fraud and anomaly detection have been well tackled based on social media analysis. This has is illustrated in this book by identifying anomalous nodes in a network, chasing undetected fraud processes, discovering hidden knowledge, detecting clickbait, etc. With this widecoverage, the book forms a good source for practitioners and researchers, including instructors and students.

Chapter1: 

Erscheinungsdatum
Reihe/Serie Lecture Notes in Social Networks
Zusatzinfo XIII, 237 p. 68 illus., 51 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 547 g
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Naturwissenschaften Physik / Astronomie Theoretische Physik
Sozialwissenschaften Soziologie Empirische Sozialforschung
Schlagworte Computational Social Sciences • Data-driven Science, Modeling and Theory Building • Data Mining • machine learning • Popular/general • Recommendation Systems • Social Media Networks • social network analysis
ISBN-10 3-030-33697-2 / 3030336972
ISBN-13 978-3-030-33697-4 / 9783030336974
Zustand Neuware
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