The science of science: From the perspective of complex systems

A Zeng, Z Shen, J Zhou, J Wu, Y Fan, Y Wang… - Physics reports, 2017 - Elsevier
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 …

Recommender systems

L Lü, M Medo, CH Yeung, YC Zhang, ZK Zhang… - Physics reports, 2012 - Elsevier
The ongoing rapid expansion of the Internet greatly increases the necessity of effective
recommender systems for filtering the abundant information. Extensive research for …

Punctuated equilibrium in the large-scale evolution of programming languages

S Valverde, RV Solé - Journal of The Royal Society …, 2015 - royalsocietypublishing.org
The analogies and differences between biological and cultural evolution have been
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 …

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 …

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 …

Predicting the future trend of popularity by network diffusion

A Zeng, CH Yeung - Chaos: An Interdisciplinary Journal of Nonlinear …, 2016 - pubs.aip.org
Conventional approaches to predict the future popularity of products are mainly based on
extrapolation of their current popularity, which overlooks the hidden microscopic information …

Networking—a statistical physics perspective

CH Yeung, D Saad - Journal of Physics A: Mathematical and …, 2013 - iopscience.iop.org
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 …

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 …

Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model

N Nakis, A Celikkanat, L Boucherie, S Lehmann… - arxiv preprint arxiv …, 2024 - arxiv.org
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 …