The cognitive-affective-social theory of learning in digital environments (CASTLE)
For a long time, research on individuals learning in digital environments was primarily based
on cognitive-oriented theories. This paper aims at providing evidence that social processes …
on cognitive-oriented theories. This paper aims at providing evidence that social processes …
Influence analysis in social networks: A survey
Complementary to the fancy applications of social networks, influence analysis is an
indispensable technique supporting these practical applications. In recent years, this …
indispensable technique supporting these practical applications. In recent years, this …
[KSIĄŻKA][B] Recommender systems
CC Aggarwal - 2016 - Springer
“Nature shows us only the tail of the lion. But I do not doubt that the lion belongs to it even
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …
Community detection in networks with node attributes
Community detection algorithms are fundamental tools that allow us to uncover
organizational principles in networks. When detecting communities, there are two possible …
organizational principles in networks. When detecting communities, there are two possible …
A matrix factorization technique with trust propagation for recommendation in social networks
Recommender systems are becoming tools of choice to select the online information
relevant to a given user. Collaborative filtering is the most popular approach to building …
relevant to a given user. Collaborative filtering is the most popular approach to building …
Social recommendation: a review
Recommender systems play an important role in hel** online users find relevant
information by suggesting information of potential interest to them. Due to the potential value …
information by suggesting information of potential interest to them. Due to the potential value …
[KSIĄŻKA][B] Networks, crowds, and markets: Reasoning about a highly connected world
D Easley, J Kleinberg - 2010 - academic.oup.com
The moment when the hyperconnectedness of our world became most evident to me was on
October 20th, 2011, when images of the death of Colonel Muammar el-Qaddafi, the former …
October 20th, 2011, when images of the death of Colonel Muammar el-Qaddafi, the former …
[KSIĄŻKA][B] Analyzing social media networks with NodeXL: Insights from a connected world
Analyzing Social Media Networks with NodeXL offers backgrounds in information studies,
computer science, and sociology. This book is divided into three parts: analyzing social …
computer science, and sociology. This book is divided into three parts: analyzing social …
Differences in the mechanics of information diffusion across topics: idioms, political hashtags, and complex contagion on twitter
There is a widespread intuitive sense that different kinds of information spread differently on-
line, but it has been difficult to evaluate this question quantitatively since it requires a setting …
line, but it has been difficult to evaluate this question quantitatively since it requires a setting …
Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks
Node characteristics and behaviors are often correlated with the structure of social networks
over time. While evidence of this type of assortative mixing and temporal clustering of …
over time. While evidence of this type of assortative mixing and temporal clustering of …