Network Analysis Resources & Updates
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πŸ“„Network analysis: A brief overview and tutorial

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Journal: Health Psychology and Behavioral Medicine (I.F=2.20)

πŸ—“Publish year: 2018

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πŸ“²Channel: @ComplexNetworkAnalysis
#paper
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2015-Network Analysis.pdf
198.9 KB
πŸ“„Network Analysis

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Journal: International Encyclopedia of the Social & Behavioral Sciences (Second Edition)

πŸ—“Publish year: 2015

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πŸ“²Channel: @ComplexNetworkAnalysis
#paper
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πŸ“„Graph partitioning and visualization in graph mining: a survey

πŸ“˜
Journal: Multimedia Tools and Applications (I.F=2.577)

πŸ—“Publish year: 2022

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πŸ“±Channel: @ComplexNetworkAnalysis
#paper #visualization #survey
2021_A Critical Survey of the Multilevel Method in Complex.pdf
3.3 MB
πŸ“„A Critical Survey of the Multilevel Method in Complex Networks

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Journal: ACM Computing Surveyss (I.F=14.324)

πŸ—“Publish year: 2021

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πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Multilevel #survey
πŸ“„Modularity in Biological Networks

πŸ“˜
Journal: Frontiers in Genetics (I.F= 4.772 )

πŸ—“Publish year: 2021

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πŸ“²Channel: @ComplexNetworkAnalysis
#review #modularity
2020_Complex_spatial_networks_Theory_and_geospatial_applications.pdf
2.2 MB
πŸ“„Complex spatial networks: Theory and geospatial applications

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Journal: Geography Compass (I.F= 4.833)

πŸ—“Publish year: 2020

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πŸ“²Channel: @ComplexNetworkAnalysis
#paper #geospatial
πŸ“„Graph Theory: A Comprehensive Survey about Graph Theory Applications in Computer Science and Social Networks

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Journal: Multidisciplinary Digital Publishing Institute

πŸ—“Publish year: 2020

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πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Applications #survey
πŸ“„Cyberbullying Detection in Social Networks: A Survey

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Conference: 2nd International Conference on Communication & Information Processing (ICCIP) 2020ο»Ώ

πŸ—“Publish year: 2020

πŸ“ŽStudy paper

πŸ“±Channel: @ComplexNetworkAnalysis
#paper #Cyberbullying #survey
The Practitioner's Guide to Graph Data: Applying Graph Thinking and Graph Technologies to Solve Complex ProblemsπŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡
The_Practitioner’s_Guide_To_Graph_Data_Applying_Graph_Thinking_And.pdf
25.4 MB
πŸ“˜ The Practitioner's Guide to Graph Data: Applying Graph Thinking and Graph Technologies to Solve Complex Problems

πŸ—“Publish year: 2020

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πŸ“±Channel: @ComplexNetworkAnalysis
#book
πŸ“„Introduction to Social Networks using NetworkX in Python

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Technical paper

πŸ’₯A brief introduction with examples by python

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πŸ“²Channel: @ComplexNetworkAnalysis

#paper #python #code #NetworkX
Forwarded from Bioinformatics
πŸ’₯Good tutorial of Cytoscape for biological network visualization
πŸ“• An Introduction to Network Analysis and Cytoscape

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πŸ“²Channel: @Bioinformatics
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2018-Animal Social Networks.pdf
340.1 KB
πŸ“„Animal Social Networks

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Journal: Reference Module in Life Sciences (I.F= 6.780 )

πŸ—“Publish year: 2018

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#paper
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πŸ“„Just like humans, dolphins have complex social networks

πŸ’₯They may not be on Facebook or Twitter, but dolphins do, in fact, form highly complex and dynamic networks of friends, according to a recent study. Dolphins are known for being highly social animals, and biologists took a closer look at the interactions between bottlenose dolphins in the Indian River Lagoon and discovered how they mingle and with whom they spend their time.

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πŸ“²Channel: @ComplexNetworkAnalysis

#news
πŸ“„Centrality metrics in dynamic networks: a comparison study

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Journal: IEEE Transactions on network science and engineering (I.F: 5.033)

πŸ—“Publish year: 2018

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πŸ“²Channel: @ComplexNetworkAnalysis
#paper
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🎞 Using NetLogo: Complex Problem Solving in Networks

πŸ’₯Free recorded Lecture

πŸ’₯How do revolutions emerge without anyone expecting them? How did social norms about same sex marriage change more rapidly than anyone anticipated? Why do some social innovations take off with relative ease, while others struggle for years without spreading? More generally, what are the forces that control the process of social evolution –from the fashions that we wear, to our beliefs about religious tolerance, to our ideas about the process of scientific discovery and the best ways to manage complex research organizations? The social world is complex and full of surprises. Our experiences and intuitions about the social world as individuals are often quite different from the behaviors that we observe emerging in large societies. Even minor changes to the structure of a social network - changes that are unobservable to individuals within those networks - can lead to radical shifts in the spread of new ideas and behaviors through a population. These β€œinvisible” mathematical properties of social networks have powerful implications for the ways that teams solve problems, the social norms that are likely to emerge, and even the very future of our society. This course condenses the last decade of cutting-edge research on these topics into six modules. Each module provides an in-depth look at a particular research puzzle -with a focus on agent-based models and network theories of social change -and provides an interactive computational model for you try out and to use for making your own explorations! Learning objectives - after this course, students will be able to... - explain how computer models are used to study challenging social problems - describe how networks are used to represent the structure of social relationships - show how individual actions can lead to unintended collective behaviors - provide concrete examples of how social networks can influence social change - discuss how diffusion processes can explain the growth social movements, changes in cultural norms, and the success of team problem solving

πŸ“½ Watch

πŸ“²Channel: @ComplexNetworkAnalysis

#video #Lecture #NetLogo
πŸ“„How to model a social network with R

πŸ’₯
Technical paper

πŸ’₯A brief introduction with examples by R

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πŸ“²Channel: @ComplexNetworkAnalysis

#paper #R #code
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πŸ“„Visualizing Networks in Python

πŸ’₯
Technical paper

πŸ’₯A brief introduction with examples by python

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πŸ“²Channel: @ComplexNetworkAnalysis

#paper #python #code #NetworkX