Interacting Spreading Processes in Multilayer Networks: A Systematic Review
The world of network science is fascinating and filled with complex phenomena that we aspire to understand. One of them is the dynamics of spreading processes over complex networked structures. Building the knowledge-base in the field where we can face more than one spreading process propagating ove...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IEEE
2020-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8955870/ |
| _version_ | 1818874185380790272 |
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| author | Piotr Brodka Katarzyna Musial Jaroslaw Jankowski |
| author_facet | Piotr Brodka Katarzyna Musial Jaroslaw Jankowski |
| author_sort | Piotr Brodka |
| collection | DOAJ |
| description | The world of network science is fascinating and filled with complex phenomena that we aspire to understand. One of them is the dynamics of spreading processes over complex networked structures. Building the knowledge-base in the field where we can face more than one spreading process propagating over a network that has more than one layer is a challenging task, as the complexity comes both from the environment in which the spread happens and from characteristics and interplay of spreads' propagation. As this cross-disciplinary field bringing together computer science, network science, biology and physics has rapidly grown over the last decade, there is a need to comprehensively review the current state-of-the-art and offer to the research community a roadmap that helps to organise the future research in this area. Thus, this survey is a first attempt to present the current landscape of the multi-processes spread over multilayer networks and to suggest the potential ways forward. |
| first_indexed | 2024-12-19T13:06:35Z |
| format | Article |
| id | doaj.art-8f2ec563d1f042789ecee0578be5d974 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-19T13:06:35Z |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-8f2ec563d1f042789ecee0578be5d9742022-12-21T20:20:01ZengIEEEIEEE Access2169-35362020-01-018103161034110.1109/ACCESS.2020.29655478955870Interacting Spreading Processes in Multilayer Networks: A Systematic ReviewPiotr Brodka0https://orcid.org/0000-0002-6474-0089Katarzyna Musial1https://orcid.org/0000-0001-6038-7647Jaroslaw Jankowski2https://orcid.org/0000-0002-3658-3039Department of Computational Intelligence, Wrocław University of Science and Technology, Wrocław, PolandSchool of Computer Science, Advanced Analytics Institute, University of Technology Sydney, Sydney, NSW, AustraliaDepartment of Computer Science and Information Technology, West Pomeranian University of Technology, Szczecin, PolandThe world of network science is fascinating and filled with complex phenomena that we aspire to understand. One of them is the dynamics of spreading processes over complex networked structures. Building the knowledge-base in the field where we can face more than one spreading process propagating over a network that has more than one layer is a challenging task, as the complexity comes both from the environment in which the spread happens and from characteristics and interplay of spreads' propagation. As this cross-disciplinary field bringing together computer science, network science, biology and physics has rapidly grown over the last decade, there is a need to comprehensively review the current state-of-the-art and offer to the research community a roadmap that helps to organise the future research in this area. Thus, this survey is a first attempt to present the current landscape of the multi-processes spread over multilayer networks and to suggest the potential ways forward.https://ieeexplore.ieee.org/document/8955870/Complex networksinformation diffusionmultilayer networksspreading processes |
| spellingShingle | Piotr Brodka Katarzyna Musial Jaroslaw Jankowski Interacting Spreading Processes in Multilayer Networks: A Systematic Review IEEE Access Complex networks information diffusion multilayer networks spreading processes |
| title | Interacting Spreading Processes in Multilayer Networks: A Systematic Review |
| title_full | Interacting Spreading Processes in Multilayer Networks: A Systematic Review |
| title_fullStr | Interacting Spreading Processes in Multilayer Networks: A Systematic Review |
| title_full_unstemmed | Interacting Spreading Processes in Multilayer Networks: A Systematic Review |
| title_short | Interacting Spreading Processes in Multilayer Networks: A Systematic Review |
| title_sort | interacting spreading processes in multilayer networks a systematic review |
| topic | Complex networks information diffusion multilayer networks spreading processes |
| url | https://ieeexplore.ieee.org/document/8955870/ |
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