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The science of science: From the perspective of complex systems
The science of science (SOS) is a rapidly develo** field which aims to understand,
quantify and predict scientific research and the resulting outcomes. The problem is …
quantify and predict scientific research and the resulting outcomes. The problem is …
Recommender systems
The ongoing rapid expansion of the Internet greatly increases the necessity of effective
recommender systems for filtering the abundant information. Extensive research for …
recommender systems for filtering the abundant information. Extensive research for …
Punctuated equilibrium in the large-scale evolution of programming languages
The analogies and differences between biological and cultural evolution have been
explored by evolutionary biologists, historians, engineers and linguists alike. Two well …
explored by evolutionary biologists, historians, engineers and linguists alike. Two well …
The cultural evolution of national constitutions
DN Rockmore, C Fang, NJ Foti… - Journal of the …, 2018 - Wiley Online Library
We explore how ideas from infectious disease and genetics can be used to uncover patterns
of cultural inheritance and innovation in a corpus of 591 national constitutions spanning …
of cultural inheritance and innovation in a corpus of 591 national constitutions spanning …
Fusing structural and temporal information in citation networks for identifying milestone works
Y Zhou, F Gong, Y Wang, R Wang, A Zeng - Chaos, Solitons & Fractals, 2025 - Elsevier
The rapid proliferation of scientific and technological works has highlighted the necessity to
effectively identify the significant achievements in more and more complex citation networks …
effectively identify the significant achievements in more and more complex citation networks …
The major synthetic evolutionary transitions
R Solé - Philosophical Transactions of the Royal Society …, 2016 - royalsocietypublishing.org
Evolution is marked by well-defined events involving profound innovations that are known
as 'major evolutionary transitions'. They involve the integration of autonomous elements into …
as 'major evolutionary transitions'. They involve the integration of autonomous elements into …
Predicting the future trend of popularity by network diffusion
Conventional approaches to predict the future popularity of products are mainly based on
extrapolation of their current popularity, which overlooks the hidden microscopic information …
extrapolation of their current popularity, which overlooks the hidden microscopic information …
Networking—a statistical physics perspective
Networking encompasses a variety of tasks related to the communication of information on
networks; it has a substantial economic and societal impact on a broad range of areas …
networks; it has a substantial economic and societal impact on a broad range of areas …
Network-based information filtering algorithms: ranking and recommendation
M Medo - Dynamics On and Of Complex Networks, Volume 2 …, 2013 - Springer
This chapter gives an overview of applications of random walks to information filtering,
focusing on the tasks of ranking and recommendation in particular. Despite the amount of …
focusing on the tasks of ranking and recommendation in particular. Despite the amount of …
Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model
Understanding the structure and dynamics of scientific research, ie, the science of science
(SciSci), has become an important area of research in order to address imminent questions …
(SciSci), has become an important area of research in order to address imminent questions …