FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2600857053> ?p ?o ?g. }

• W2600857053 abstract "This paper provides theoretical arguments and simulation evidence regarding how a differential equation-based diffusion model (DE) can be used to improve the efficiency of an agent-based model (ABM) fitting market-level diffusion data. Using computational experiments, we observe that the DE fits ABM diffusion processes very well and that the linear correlativity between the ABM parameters and their corresponding DE estimates is very well in a wide range of settings. However, as significantly systematic biased forecasts of the DE for ABM diffusion processes exist, the ABM cannot be replaced by the DE to forecast real-world diffusion. Based on these findings, we design a fast parameter estimation method for the ABM by integrating the DE into a component to locate an initial point near the optimal solution.The empirical study demonstrates that the proposed procedure can search out the optimal solution by evaluating only a small number of points. Furthermore, the empirical study also demonstrates that certain ABMs and the simple averaging method have better explanatory and forecasting performance than the DE. This method prepares the ABM to forecast innovation diffusion and also makes a contribution to the literature on the validation of ABM." @default.
• W2600857053 created "2017-04-07" @default.
• W2600857053 creator A5012901072 @default.
• W2600857053 creator A5048705280 @default.
• W2600857053 creator A5055480186 @default.
• W2600857053 creator A5080105573 @default.
• W2600857053 date "2016-01-01" @default.
• W2600857053 modified "2023-09-23" @default.
• W2600857053 title "A Fast Method for Agent-Based Model Fitting Aggregate-Level Diffusion Data" @default.
• W2600857053 cites W1017801758 @default.
• W2600857053 cites W1827808754 @default.
• W2600857053 cites W1988790926 @default.
• W2600857053 cites W1990200209 @default.
• W2600857053 cites W1995834875 @default.
• W2600857053 cites W1996294374 @default.
• W2600857053 cites W2003329173 @default.
• W2600857053 cites W2008620264 @default.
• W2600857053 cites W2010623425 @default.
• W2600857053 cites W2011301426 @default.
• W2600857053 cites W2011852164 @default.
• W2600857053 cites W2017082251 @default.
• W2600857053 cites W2020721888 @default.
• W2600857053 cites W2036090326 @default.
• W2600857053 cites W2038950582 @default.
• W2600857053 cites W2041157860 @default.
• W2600857053 cites W2069860303 @default.
• W2600857053 cites W2071773470 @default.
• W2600857053 cites W2099376871 @default.
• W2600857053 cites W2102924501 @default.
• W2600857053 cites W2103432858 @default.
• W2600857053 cites W2106616952 @default.
• W2600857053 cites W2106805078 @default.
• W2600857053 cites W2108545987 @default.
• W2600857053 cites W2110467026 @default.
• W2600857053 cites W2110694538 @default.
• W2600857053 cites W2112090702 @default.
• W2600857053 cites W2120131867 @default.
• W2600857053 cites W2133856629 @default.
• W2600857053 cites W2136610539 @default.
• W2600857053 cites W2137539117 @default.
• W2600857053 cites W2139988950 @default.
• W2600857053 cites W2145736592 @default.
• W2600857053 cites W2147103681 @default.
• W2600857053 cites W2148606196 @default.
• W2600857053 cites W2149310979 @default.
• W2600857053 cites W2150375325 @default.
• W2600857053 cites W2151875799 @default.
• W2600857053 cites W2152501611 @default.
• W2600857053 cites W2156659582 @default.
• W2600857053 cites W2157748989 @default.
• W2600857053 cites W2172106653 @default.
• W2600857053 cites W2263258584 @default.
• W2600857053 cites W2470426266 @default.
• W2600857053 cites W2963808807 @default.
• W2600857053 cites W3121362162 @default.
• W2600857053 cites W3121364520 @default.
• W2600857053 cites W3121520184 @default.
• W2600857053 cites W3122622696 @default.
• W2600857053 cites W4253543067 @default.
• W2600857053 cites W4255113272 @default.
• W2600857053 cites W2059082185 @default.
• W2600857053 doi "https://doi.org/10.2139/ssrn.2844202" @default.
• W2600857053 hasPublicationYear "2016" @default.
• W2600857053 type Work @default.
• W2600857053 sameAs 2600857053 @default.
• W2600857053 citedByCount "2" @default.
• W2600857053 countsByYear W26008570532018 @default.
• W2600857053 countsByYear W26008570532020 @default.
• W2600857053 crossrefType "journal-article" @default.
• W2600857053 hasAuthorship W2600857053A5012901072 @default.
• W2600857053 hasAuthorship W2600857053A5048705280 @default.
• W2600857053 hasAuthorship W2600857053A5055480186 @default.
• W2600857053 hasAuthorship W2600857053A5080105573 @default.
• W2600857053 hasConcept C121332964 @default.
• W2600857053 hasConcept C149782125 @default.
• W2600857053 hasConcept C154945302 @default.
• W2600857053 hasConcept C159985019 @default.
• W2600857053 hasConcept C192562407 @default.
• W2600857053 hasConcept C2780873155 @default.
• W2600857053 hasConcept C33923547 @default.
• W2600857053 hasConcept C41008148 @default.
• W2600857053 hasConcept C4679612 @default.
• W2600857053 hasConcept C69357855 @default.
• W2600857053 hasConcept C97355855 @default.
• W2600857053 hasConceptScore W2600857053C121332964 @default.
• W2600857053 hasConceptScore W2600857053C149782125 @default.
• W2600857053 hasConceptScore W2600857053C154945302 @default.
• W2600857053 hasConceptScore W2600857053C159985019 @default.
• W2600857053 hasConceptScore W2600857053C192562407 @default.
• W2600857053 hasConceptScore W2600857053C2780873155 @default.
• W2600857053 hasConceptScore W2600857053C33923547 @default.
• W2600857053 hasConceptScore W2600857053C41008148 @default.
• W2600857053 hasConceptScore W2600857053C4679612 @default.
• W2600857053 hasConceptScore W2600857053C69357855 @default.
• W2600857053 hasConceptScore W2600857053C97355855 @default.
• W2600857053 hasLocation W26008570531 @default.
• W2600857053 hasOpenAccess W2600857053 @default.
• W2600857053 hasPrimaryLocation W26008570531 @default.
• W2600857053 hasRelatedWork W1982677330 @default.
• W2600857053 hasRelatedWork W1998362684 @default.

• next