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Książka Going Viral Nika Marily Nika

Going Viral

Prediction of Online Virality with Synthedemic Modelling

Autor: Nika Marily Nika
Język: Angielski
Oprawa: Miękka
Wydawca: LAP Lambert Academic Publishing
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
269.05 zł
The study of epidemiology has been an important area of research for hundreds of years. Nowadays, it...

Informacje o książce

Autor
Nika Marily Nika
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2020
strony
180
EAN
9786202920469
ISBN
6202920467
Enbook ID
35490117
Wydawca
LAP Lambert Academic Publishing
Waga
272
Wymiary
152 x 229 x 10

Pełny opis

The study of epidemiology has been an important area of research for hundreds of years. Nowadays, it is increasingly realised that infectious disease dynamics have applications to epidemics of a socio-technological nature. Indeed, the proliferation of the Internet has created new opportunities to study the mechanisms behind the emergence and dynamic behaviour of online phenomena such as virality. This book provides the history of epidemic frameworks and explores how classical epidemiological models can be applied to model the Internet-based spreading of YouTube videos and BitTorrent downloads. We investigate the characterisation of parameter uncertainty by applying maximum likelihood-based techniques and we study parameter recoverability from single stochastic simulation trajectories. We propose a multiple-epidemic modelling approach for modelling and predicting virality called "synthedemic" modelling, by regarding data sets as a manifestation of a number of synthesised epidemics. This is the 1st mathematical model that reflects the dynamics of mutually reinforcing or inhibiting epidemics, via the syndemic and counter-syndemic interaction effects in multiple overlapping populations

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