FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136475166> ?p ?o ?g. }

• W3136475166 abstract "One of the most central questions in network science is: which nodes are most important? Often this question is answered using structural properties such as high connectedness or centrality in the network. However, static structural connectedness does not necessarily translate to dynamical importance. To demonstrate this, we simulate the kinetic Ising spin model on generated networks and one real-world weighted network. The dynamic impact of nodes is assessed by causally intervening on node state probabilities and measuring the effect on the systemic dynamics. The results show that structural features such as network centrality or connectedness are actually poor predictors of the dynamical impact of a node on the rest of the network. A solution is offered in the form of an information theoretical measure named integrated mutual information. The metric is able to accurately predict the dynamically most important node ('driver' node) in networks based on observational data of non-intervened dynamics. We conclude that the driver node(s) in networks are not necessarily the most well-connected or central nodes. Indeed, the common assumption of network structural features being proportional to dynamical importance is false. Consequently, great care should be taken when deriving dynamical importance from network data alone. These results highlight the need for novel inference methods that take both structure and dynamics into account." @default.
• W3136475166 created "2021-03-29" @default.
• W3136475166 creator A5002780548 @default.
• W3136475166 creator A5016657852 @default.
• W3136475166 creator A5071222277 @default.
• W3136475166 date "2019-04-14" @default.
• W3136475166 modified "2023-09-24" @default.
• W3136475166 title "The dynamic importance of nodes is poorly predicted by static network features" @default.
• W3136475166 cites W1490324987 @default.
• W3136475166 cites W1515138319 @default.
• W3136475166 cites W1599014734 @default.
• W3136475166 cites W1709545220 @default.
• W3136475166 cites W1877916171 @default.
• W3136475166 cites W1966364286 @default.
• W3136475166 cites W1966994635 @default.
• W3136475166 cites W1970025637 @default.
• W3136475166 cites W1972577981 @default.
• W3136475166 cites W1983272724 @default.
• W3136475166 cites W1987597721 @default.
• W3136475166 cites W2010242617 @default.
• W3136475166 cites W2015530535 @default.
• W3136475166 cites W2017470614 @default.
• W3136475166 cites W2034122901 @default.
• W3136475166 cites W2041782669 @default.
• W3136475166 cites W2053813706 @default.
• W3136475166 cites W2060841334 @default.
• W3136475166 cites W2061425021 @default.
• W3136475166 cites W2065704711 @default.
• W3136475166 cites W2068883935 @default.
• W3136475166 cites W2073919454 @default.
• W3136475166 cites W2077716286 @default.
• W3136475166 cites W2085377061 @default.
• W3136475166 cites W2091134111 @default.
• W3136475166 cites W2097722513 @default.
• W3136475166 cites W2100145912 @default.
• W3136475166 cites W2101378420 @default.
• W3136475166 cites W2101420429 @default.
• W3136475166 cites W2104109956 @default.
• W3136475166 cites W2112090702 @default.
• W3136475166 cites W2117505628 @default.
• W3136475166 cites W2118972902 @default.
• W3136475166 cites W2122456937 @default.
• W3136475166 cites W2127405101 @default.
• W3136475166 cites W2145541974 @default.
• W3136475166 cites W2149350210 @default.
• W3136475166 cites W2161403855 @default.
• W3136475166 cites W2163267223 @default.
• W3136475166 cites W2165636048 @default.
• W3136475166 cites W2168157616 @default.
• W3136475166 cites W2178225550 @default.
• W3136475166 cites W2187250072 @default.
• W3136475166 cites W2226939863 @default.
• W3136475166 cites W2344161603 @default.
• W3136475166 cites W2399184178 @default.
• W3136475166 cites W2534895459 @default.
• W3136475166 cites W2562248034 @default.
• W3136475166 cites W2571281361 @default.
• W3136475166 cites W2727926935 @default.
• W3136475166 cites W2744112845 @default.
• W3136475166 cites W2753939719 @default.
• W3136475166 cites W2766650025 @default.
• W3136475166 cites W2767326152 @default.
• W3136475166 cites W2773895029 @default.
• W3136475166 cites W2778208663 @default.
• W3136475166 cites W2798738336 @default.
• W3136475166 cites W2807237659 @default.
• W3136475166 cites W2942840404 @default.
• W3136475166 cites W2949489367 @default.
• W3136475166 cites W2949505632 @default.
• W3136475166 cites W2962989581 @default.
• W3136475166 cites W2963120510 @default.
• W3136475166 cites W3047138696 @default.
• W3136475166 cites W3098590676 @default.
• W3136475166 cites W3099550299 @default.
• W3136475166 cites W3101784999 @default.
• W3136475166 cites W3104119608 @default.
• W3136475166 cites W3104705084 @default.
• W3136475166 cites W3104966575 @default.
• W3136475166 cites W3141829038 @default.
• W3136475166 hasPublicationYear "2019" @default.
• W3136475166 type Work @default.
• W3136475166 sameAs 3136475166 @default.
• W3136475166 citedByCount "0" @default.
• W3136475166 crossrefType "posted-content" @default.
• W3136475166 hasAuthorship W3136475166A5002780548 @default.
• W3136475166 hasAuthorship W3136475166A5016657852 @default.
• W3136475166 hasAuthorship W3136475166A5071222277 @default.
• W3136475166 hasConcept C114614502 @default.
• W3136475166 hasConcept C118615104 @default.
• W3136475166 hasConcept C121332964 @default.
• W3136475166 hasConcept C123757187 @default.
• W3136475166 hasConcept C124101348 @default.
• W3136475166 hasConcept C127413603 @default.
• W3136475166 hasConcept C13540734 @default.
• W3136475166 hasConcept C136764020 @default.
• W3136475166 hasConcept C137753397 @default.
• W3136475166 hasConcept C154945302 @default.
• W3136475166 hasConcept C15744967 @default.
• W3136475166 hasConcept C176217482 @default.
• W3136475166 hasConcept C184720557 @default.

• next