Network Science Barab asi: Ch. 1 Introduction Joao Meidanis - PowerPoint PPT Presentation

Network Science Barab´ asi: Ch. 1 — Introduction Joao Meidanis University of Campinas, Brazil September 18, 2020

Summary Vulnerability from Interconnectivity 1 Networks at Heart of Complex Systems 2 Two Forces Helped Emergency of Network Science 3 Characteristics of Network Science 4 Impact of Network Science 5 In Society In the Scientific Community Meidanis (Unicamp) Network Science September 18, 2020 2 / 14

Vulnerability from Interconnectivity Meidanis (Unicamp) Network Science September 18, 2020 3 / 14

2003 Blackout in North America a. Previous night; b. Blackout night. Interconnectivity: Efficient use of resources Failure may affect far away places Meidanis (Unicamp) Network Science September 18, 2020 4 / 14

Networks at Heart of Complex Systems Meidanis (Unicamp) Network Science September 18, 2020 5 / 14

Complex Systems Society: billions of individuals Communication: billions of cell phones, computers, satellites Brain: billions of neurons Biology: thousands of genes and metabolites Hard to grasp whole looking at components Goals toward complex systems: understand describe (mathematically) predict control Meidanis (Unicamp) Network Science September 18, 2020 6 / 14

Networks Behind Complex Systems There are networks behind every complex system: Cellular network: cells Neural network: brain Social network: society Communication networks: communication Power grid: electricity Trade network: exchange of goods and services Common set of fundamental laws and principles Meidanis (Unicamp) Network Science September 18, 2020 7 / 14

Two Forces Helped Emergency of Network Science Meidanis (Unicamp) Network Science September 18, 2020 8 / 14

Two Forces Helped the Emergence of Network Science Data availability: Maps Visual and non visual Complete description Usually in digital form Universality: Similar characteristics Same organizational principles Meidanis (Unicamp) Network Science September 18, 2020 9 / 14

Characteristics of Network Science Meidanis (Unicamp) Network Science September 18, 2020 10 / 14

Characteristics of Network Science Interdisciplinary Nature Data Driven Nature Quantitative Nature Computational Nature Meidanis (Unicamp) Network Science September 18, 2020 11 / 14

Impact of Network Science Meidanis (Unicamp) Network Science September 18, 2020 12 / 14

Impact of Network Science in Society Economic Health Security Epidemics Neuroscience Management Scientific Meidanis (Unicamp) Network Science September 18, 2020 13 / 14

Scientific Impact of Network Science in Society Highly cited papers, funding, journals, books Meidanis (Unicamp) Network Science September 18, 2020 14 / 14

Network Science Barab asi: Ch. 1 Introduction Joao Meidanis - PowerPoint PPT Presentation

Network Science Barab asi: Ch. 1 Introduction Joao Meidanis University of Campinas, Brazil September 18, 2020 Summary Vulnerability from Interconnectivity 1 Networks at Heart of Complex Systems 2 Two Forces Helped Emergency of

Introduction to Network Science William J. Cunningham Department of Physics Network Science

The Science DMZ Eli Dart, Energy Sciences Network (ESnet) TERENA Network Architects and TF-NOC

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Science Advice Sir Peter Gluckman ONZ FRS Chair, International Network of Government Science

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Network Flows Marco Chiarandini Department of Mathematics & Computer Science University of

Network Flow Lecturer: Shi Li Department of Computer Science and Engineering University at

1 Network Layer Network Layer Recall: Circuit Switching vs. Packet Interplay between routing

Network Topology Inference Gonzalo Mateos Dept. of ECE and Goergen Institute for Data Science

5G, Preparing the Future Network Society 19 January 2017 Insert Confidentiality Level in slide

discrimination via semantic segmentation Andy Chappell 11/12/2019 DUNE UK Meeting 2 Roadmap

Based on the Number of Queries Kenta Iwasaki, Kazuyuki Shudo Tokyo Institute of Technology Tokyo

Bayesian Networks Machine Learning 10-601B Seyoung Kim Many

COVID-19 44 th in a series of weekly calls, initiated in January by CDC as a forum for

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Lau Launch of th the Re Research Network for He Heal alth h and and Society Investigators

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Network Science Barab asi: Ch. 1 Introduction Joao Meidanis - PowerPoint PPT Presentation

Network Science Barab asi: Ch. 1 Introduction Joao Meidanis University of Campinas, Brazil September 18, 2020 Summary Vulnerability from Interconnectivity 1 Networks at Heart of Complex Systems 2 Two Forces Helped Emergency of

Introduction to Network Science William J. Cunningham Department of Physics Network Science

The Science DMZ Eli Dart, Energy Sciences Network (ESnet) TERENA Network Architects and TF-NOC

Science - Educational Network of Turkmenistan NATO science committee VIRTUAL SILK HIGHWAY

Science Advice Sir Peter Gluckman ONZ FRS Chair, International Network of Government Science

Science 2.0 VU Big Science, e-Science and E- Infrastructures + Bibliometric Network Analysis

A Network for the Balkans Goran Djordjevi SEENET-MTP Network Office Faculty of Science and

Network Science Analytics Gonzalo Mateos Dept. of ECE and Goergen Institute for Data Science

Mapping Science ~ History and Future Dr. Katy Brner Cyberinfrastructure for Network Science

Data Science Summer School Part II: Network Science Lecture 2/2 G. Caldarelli,

Chapter 11 : Computer Science Class XII ( As per Network CBSE Board) tools and protocols

Network Community Detection Gonzalo Mateos Dept. of ECE and Goergen Institute for Data Science

NETWORK SCIENCE vs WIKILEAKS etc. Lovro Subelj Cookie seminar at FRI 19.3.2015

Network Flows Marco Chiarandini Department of Mathematics &amp; Computer Science University of

Network Flow Lecturer: Shi Li Department of Computer Science and Engineering University at

1 Network Layer Network Layer Recall: Circuit Switching vs. Packet Interplay between routing

Network Topology Inference Gonzalo Mateos Dept. of ECE and Goergen Institute for Data Science

5G, Preparing the Future Network Society 19 January 2017 Insert Confidentiality Level in slide

discrimination via semantic segmentation Andy Chappell 11/12/2019 DUNE UK Meeting 2 Roadmap

Based on the Number of Queries Kenta Iwasaki, Kazuyuki Shudo Tokyo Institute of Technology Tokyo

Bayesian Networks Machine Learning 10-601B Seyoung Kim Many

COVID-19 44 th in a series of weekly calls, initiated in January by CDC as a forum for

Embedded Intelligence t in the Networked Society t Jan Hller Principal

Lau Launch of th the Re Research Network for He Heal alth h and and Society Investigators

Acid Mixes Alessandro Acquisti UC Berkeley acquisti@sims.berkeley.edu What is that? A

Network Flows Marco Chiarandini Department of Mathematics & Computer Science University of