A survey of information cascade analysis: Models, predictions, and recent advances
The deluge of digital information in our daily life—from user-generated content, such as
microblogs and scientific papers, to online business, such as viral marketing and advertising …
microblogs and scientific papers, to online business, such as viral marketing and advertising …
Challenges and research opportunities in ecommerce search and recommendations
With the rapid adoption of online shopping, academic research in the eCommerce domain
has gained traction. However, significant research challenges remain, spanning from classic …
has gained traction. However, significant research challenges remain, spanning from classic …
Early prediction of movie box office success based on Wikipedia activity big data
Use of socially generated “big data” to access information about collective states of the
minds in human societies has become a new paradigm in the emerging field of …
minds in human societies has become a new paradigm in the emerging field of …
A survey on predicting the popularity of web content
A Tatar, MD De Amorim, S Fdida… - Journal of Internet Services …, 2014 - Springer
Social media platforms have democratized the process of web content creation allowing
mere consumers to become creators and distributors of content. But this has also contributed …
mere consumers to become creators and distributors of content. But this has also contributed …
Understanding the predictive power of social media
Purpose–The purpose of this paper is to consolidate existing knowledge and provide a
deeper understanding of the use of social media (SM) data for predictions in various areas …
deeper understanding of the use of social media (SM) data for predictions in various areas …
[HTML][HTML] Data science, machine learning and big data in digital journalism: A survey of state-of-the-art, challenges and opportunities
Digital journalism has faced a dramatic change and media companies are challenged to use
data science algorithms to be more competitive in a Big Data era. While this is a relatively …
data science algorithms to be more competitive in a Big Data era. While this is a relatively …
Predicting popularity of online videos using support vector regression
T Trzciński, P Rokita - IEEE Transactions on Multimedia, 2017 - ieeexplore.ieee.org
In this work, we propose a regression method to predict the popularity of an online video
measured by its number of views. Our method uses Support Vector Regression with …
measured by its number of views. Our method uses Support Vector Regression with …
A peek into the future: Predicting the evolution of popularity in user generated content
Content popularity prediction finds application in many areas, including media advertising,
content caching, movie revenue estimation, traffic management and macro-economic trends …
content caching, movie revenue estimation, traffic management and macro-economic trends …
Measuring and characterizing hate speech on news websites
The Web has become the main source for news acquisition. At the same time, news
discussion has become more social: users can post comments on news articles or discuss …
discussion has become more social: users can post comments on news articles or discuss …
Predicting imdb movie ratings using social media
A Oghina, M Breuss, M Tsagkias, M De Rijke - Advances in Information …, 2012 - Springer
We predict IMDb movie ratings and consider two sets of features: surface and textual
features. For the latter, we assume that no social media signal is isolated and use data from …
features. For the latter, we assume that no social media signal is isolated and use data from …