Matches in SemOpenAlex for { <https://semopenalex.org/work/W2952380295> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2952380295 abstract "Human mobility analysis is a multidisciplinary research subject that has attracted a growing interest over the last decade. A substantial amount of such recent studies is driven by the availability of original sources of real-world information about individual movement patterns. An important task in the analysis of mobility data is reliably distinguishing between the stop locations and movement phases that compose the trajectories of the monitored subjects. The problem is especially challenging when mobility is inferred from mobile phone location data: here, oscillations in the association of mobile devices to base stations lead to apparent user mobility even in absence of actual movement. In this paper, we leverage a unique dataset of spatiotemporal individual trajectories that allows capturing both the user and network operator perspectives in mobile phone location data, and investigate the oscillation phenomenon. We present probabilistic and machine learning approaches for detecting oscillations in mobile phone location data, and a filtering technique for removing those. Our analyses and comparison with state-of-the-art approaches demonstrate the superiority of our solution, both in terms of removed oscillations and of error with respect to ground-truth trajectories." @default.
- W2952380295 created "2019-06-27" @default.
- W2952380295 creator A5017957509 @default.
- W2952380295 creator A5057196170 @default.
- W2952380295 creator A5061933905 @default.
- W2952380295 creator A5085567536 @default.
- W2952380295 date "2019-06-01" @default.
- W2952380295 modified "2023-09-26" @default.
- W2952380295 title "Characterizing and Removing Oscillations in Mobile Phone Location Data" @default.
- W2952380295 cites W1572856678 @default.
- W2952380295 cites W1833188737 @default.
- W2952380295 cites W1973795610 @default.
- W2952380295 cites W1988400382 @default.
- W2952380295 cites W1990898695 @default.
- W2952380295 cites W1992956547 @default.
- W2952380295 cites W2020766884 @default.
- W2952380295 cites W2022749020 @default.
- W2952380295 cites W2066806488 @default.
- W2952380295 cites W2108328714 @default.
- W2952380295 cites W2126194848 @default.
- W2952380295 cites W2137558058 @default.
- W2952380295 cites W2169082916 @default.
- W2952380295 cites W2235226029 @default.
- W2952380295 cites W2275165515 @default.
- W2952380295 cites W2289420286 @default.
- W2952380295 cites W2467715966 @default.
- W2952380295 cites W2527055075 @default.
- W2952380295 cites W2559755935 @default.
- W2952380295 cites W2776509196 @default.
- W2952380295 doi "https://doi.org/10.1109/wowmom.2019.8793034" @default.
- W2952380295 hasPublicationYear "2019" @default.
- W2952380295 type Work @default.
- W2952380295 sameAs 2952380295 @default.
- W2952380295 citedByCount "2" @default.
- W2952380295 countsByYear W29523802952020 @default.
- W2952380295 countsByYear W29523802952022 @default.
- W2952380295 crossrefType "proceedings-article" @default.
- W2952380295 hasAuthorship W2952380295A5017957509 @default.
- W2952380295 hasAuthorship W2952380295A5057196170 @default.
- W2952380295 hasAuthorship W2952380295A5061933905 @default.
- W2952380295 hasAuthorship W2952380295A5085567536 @default.
- W2952380295 hasBestOaLocation W29523802953 @default.
- W2952380295 hasConcept C124101348 @default.
- W2952380295 hasConcept C138885662 @default.
- W2952380295 hasConcept C144543869 @default.
- W2952380295 hasConcept C146849305 @default.
- W2952380295 hasConcept C153083717 @default.
- W2952380295 hasConcept C154945302 @default.
- W2952380295 hasConcept C191485582 @default.
- W2952380295 hasConcept C2777421447 @default.
- W2952380295 hasConcept C2778707766 @default.
- W2952380295 hasConcept C41008148 @default.
- W2952380295 hasConcept C41895202 @default.
- W2952380295 hasConcept C49937458 @default.
- W2952380295 hasConcept C68649174 @default.
- W2952380295 hasConcept C76155785 @default.
- W2952380295 hasConceptScore W2952380295C124101348 @default.
- W2952380295 hasConceptScore W2952380295C138885662 @default.
- W2952380295 hasConceptScore W2952380295C144543869 @default.
- W2952380295 hasConceptScore W2952380295C146849305 @default.
- W2952380295 hasConceptScore W2952380295C153083717 @default.
- W2952380295 hasConceptScore W2952380295C154945302 @default.
- W2952380295 hasConceptScore W2952380295C191485582 @default.
- W2952380295 hasConceptScore W2952380295C2777421447 @default.
- W2952380295 hasConceptScore W2952380295C2778707766 @default.
- W2952380295 hasConceptScore W2952380295C41008148 @default.
- W2952380295 hasConceptScore W2952380295C41895202 @default.
- W2952380295 hasConceptScore W2952380295C49937458 @default.
- W2952380295 hasConceptScore W2952380295C68649174 @default.
- W2952380295 hasConceptScore W2952380295C76155785 @default.
- W2952380295 hasLocation W29523802951 @default.
- W2952380295 hasLocation W29523802952 @default.
- W2952380295 hasLocation W29523802953 @default.
- W2952380295 hasLocation W29523802954 @default.
- W2952380295 hasOpenAccess W2952380295 @default.
- W2952380295 hasPrimaryLocation W29523802951 @default.
- W2952380295 hasRelatedWork W1883647378 @default.
- W2952380295 hasRelatedWork W2032069223 @default.
- W2952380295 hasRelatedWork W2039789734 @default.
- W2952380295 hasRelatedWork W2076776338 @default.
- W2952380295 hasRelatedWork W2138543523 @default.
- W2952380295 hasRelatedWork W2161614663 @default.
- W2952380295 hasRelatedWork W2532376487 @default.
- W2952380295 hasRelatedWork W3102004405 @default.
- W2952380295 hasRelatedWork W3168571978 @default.
- W2952380295 hasRelatedWork W4297811652 @default.
- W2952380295 isParatext "false" @default.
- W2952380295 isRetracted "false" @default.
- W2952380295 magId "2952380295" @default.
- W2952380295 workType "article" @default.