[HTML][HTML] Knowledge Discovery: Methods from data mining and machine learning

X Shu, Y Ye - Social Science Research, 2023 - Elsevier
The interdisciplinary field of knowledge discovery and data mining emerged from a
necessity of big data requiring new analytical methods beyond the traditional statistical …

[HTML][HTML] Networks from culture: Mechanisms of tie-formation follow institutionalized rules in social fields

JA Fuhse, N Gondal - Social Networks, 2022 - Elsevier
Tie-formation mechanisms like homophily, reciprocity, transitivity, and preferential
attachment operate to varying degrees across contexts. Romantic ties tend to be …

INVISIBLE FOUNDATIONS OF COLLABORATION IN THE WORKPLACE: A MULTIPLEX NETWORK APPROACH TO ADVICE SEEKING AND KNOWLEDGE …

M Baksa, I Branyiczki - Central European Business Review, 2023 - ceeol.com
The revolutionary advancement of technology in the past decade brought the attention of
academics and management practitioners to ways of improving innovative capabilities of …

[Retracted] Cultural Connotation and Image Dissemination of Ancient Villages under the Environment of Ecological Civilization: A Case Study of Huizhou Ancient …

M Zhao, J Liang, S Lu - Journal of environmental and public …, 2022 - Wiley Online Library
Ecological civilization refers to the sum of the material production and consumption mode,
social organization and management system, values and ethics, and resource development …

Multiple types of friends and life stage differences in friendship

K Lee - Social Networks, 2022 - Elsevier
Much research on the life-course measures friend ties using a single aspect of relationships.
This measurement has enabled the delineation of friendship networks and the application of …

The risk of aggregating networks when diffusion is tie-specific

JM Larson, PL Rodriguez - Applied Network Science, 2023 - Springer
Empirical studies of the spread of something through social networks, a process often called
diffusion, tend to rely on network data assembled from the measurement of multiple kinds of …

Not all friends are created equal: Friendship ties across different social contexts in South Korea

C Lim, Y Na, H Park, DK Im - Social Networks, 2024 - Elsevier
This study explores variation in composition and strength of close friendship ties across
timing and contexts of tie formation. Analyzing South Korean survey data and comparing it …

Sometimes less is more: When aggregating networks masks effects

JM Larson, PL Rodríguez - … Conference on Complex Networks and Their …, 2022 - Springer
A large body of research aims to detect the spread of something through a social network.
This research often entails measuring multiple kinds of relationships among a group of …

How African Regional Interventions are Perceived on the Ground: Contestation and Multiplexity

A Witt, OM Bah, S Birchinger, SM Jaw… - International …, 2024 - Taylor & Francis
Although African regional interventions have tangible effects on politics and order in African
states, we know little about how people living in the countries concerned experience and …

Linking perspectives: a field experiment on the role of multi-layer networks in refugee information sharing

AT Clark, JM Larson, JI Lewis - Applied Network Science, 2024 - Springer
The social networks that interconnect groups of people are often “multi-layered”—comprised
of a variety of relationships and interaction types. Although researchers increasingly …