Temporal network epidemiology. (2017)

• Record Type: Book
• Further Information: Note: Edited by Naoki Masuda, Petter Holme.
• Other Names: Masuda, Naoki, 1976-; Holme, Petter
• Contents: Contents; 1 Introduction to Temporal Network Epidemiology; 1.1 Introduction; 1.2 Prelimianries; 1.2.1 Temporal Networks; 1.2.2 Adaptive Networks; 1.2.3 Basic Epidemic Process Models; 1.3 Computational Considerations; 1.4 A Few Key Papers in Temporal and Adaptive Network Epidemiology; 1.5 What This Book Is About; 1.6 Future Work; References; 2 How Behaviour and the Environment Influence Transmission in Mobile Groups; 2.1 Introduction; 2.2 Modelling Approaches; 2.2.1 Compartment Models; 2.2.2 Network Models. 2.2.3 Agent-Based Models2.3 Studying Signal Transmission Using an Agent-Based Model; 2.3.1 Agent-Based Model Definition; 2.3.2 Role of Indirect Transmission Pathways; 2.3.3 Role of Territories in Space; 2.3.4 Role of Physical Collisions Between Agents; 2.4 Conclusions and Future Directions; References; 3 Sensitivity to Temporal and Topological Misinformation in Predictions of Epidemic Outbreaks; 3.1 Introduction; 3.2 Preliminaries; 3.2.1 Definitions; 3.2.2 Contact Networks; 3.2.3 Epidemic Simulation; 3.2.4 Controlling Misinformation. 3.2.5 Measuring Sensitivity to Misinformation; 3.3 Results; 3.3.1 Impact of Misinformation Throughout the SIR Parameter Space; 3.3.2 Impact of Error Rate on Prediction; 3.4 Discussion; References; 4 Measuring Propagation with Temporal Webs; 4.1 Introduction; 4.2 What Are Temporal Webs?; 4.3 Analyzing Temporal Webs; 4.3.1 Temporal Knockout; 4.3.2 Temporal Out Component Paths and Refinements; 4.3.3 Temporal Influence Abduction; 4.3.4 Measuring Empirical Propagation of Observed Properties. 4.4 Propagation of Frustration on Political Relation Networks; 4.4.1 Constructing a Network of Triads; 4.4.2 Description of the Dataset; 4.4.3 Temporal Web Analysis Results; 4.4.4 Conclusions on Structural Balance Propagation; 4.4.5 Other Considerations for Future Work; 4.5 Propagation of Risk Factors on Interbank Networks; 4.5.1 Description of Dataset; 4.5.2 Temporal Web Analysis Results; 4.5.3 Conclusions on Propagation of Risk Factors in Interbank Networks; 4.6 Propagation of Emotional Affect on Twitter Networks. 4.6.1 Description of the Dataset; 4.6.2 Constructing the Temporal Web; 4.6.3 Temporal Web Analysis Results; 4.6.4 Conclusions on Propagation of Sentiment on a Twitter Network; 4.7 Summary; References; 5 Mean Field at Distance One; 5.1 Introduction; 5.2 Dynamic Network Without Demography; 5.2.1 Model Formulation; 5.2.2 Independence in the Degrees of Partners; 5.3 Dynamic Network with Demography; 5.3.1 Model Formulation; 5.3.2 Age-Age and Age-Degree Dependencies; 5.3.3 Quantifying the Degree-Degree Dependence.
• Publisher Details: Singapore : Springer
• Publication Date: 2017
• Extent: 1 online resource (VI, 342 pages)
• Subjects: 570.285; Systems biology; Epidemiology -- Mathematical models; Computational biology; Biomathematics; COMPUTERS -- Bioinformatics; SCIENCE -- Life Sciences -- Biology; Biomathematics; Computational biology; Epidemiology -- Mathematical models; Systems biology; Mathematics; Mathematical and Computational Biology; Computer Appl. in Life Sciences; Epidemiology; Medical Microbiology; Systems Biology; Electronic books
• Languages: English
• ISBNs: 9789811052873; 9811052875
• Related ISBNs: 9789811052866; 9811052867
• Notes: Note: Includes bibliographical references.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.