Matches in SemOpenAlex for { <https://semopenalex.org/work/W3103463634> ?p ?o ?g. }
- W3103463634 startingPage "14" @default.
- W3103463634 abstract "Exposing latent knowledge in geospatial trajectories has the potential to provide a better understanding of the movements of individuals and groups. Motivated by such a desire, this work presents the context tree, a new hierarchical data structure that summarises the context behind user actions in a single model. We propose a method for context tree construction that augments geospatial trajectories with land usage data to identify such contexts. Through evaluation of the construction method and analysis of the properties of generated context trees, we demonstrate the foundation for understanding and modelling behaviour afforded. Summarising user contexts into a single data structure gives easy access to information that would otherwise remain latent, providing the basis for better understanding and predicting the actions and behaviours of individuals and groups. Finally, we also present a method for pruning context trees for use in applications where it is desirable to reduce the size of the tree while retaining useful information." @default.
- W3103463634 created "2020-11-23" @default.
- W3103463634 creator A5007349631 @default.
- W3103463634 creator A5017489553 @default.
- W3103463634 creator A5024828172 @default.
- W3103463634 date "2016-10-10" @default.
- W3103463634 modified "2023-09-26" @default.
- W3103463634 title "Context Trees: Augmenting Geospatial Trajectories with Context" @default.
- W3103463634 cites W1465304330 @default.
- W3103463634 cites W1485815177 @default.
- W3103463634 cites W1491797991 @default.
- W3103463634 cites W1496108247 @default.
- W3103463634 cites W1521536236 @default.
- W3103463634 cites W1527911497 @default.
- W3103463634 cites W1592389979 @default.
- W3103463634 cites W1626398438 @default.
- W3103463634 cites W1659833910 @default.
- W3103463634 cites W1709674707 @default.
- W3103463634 cites W1736726159 @default.
- W3103463634 cites W1882088395 @default.
- W3103463634 cites W1904677417 @default.
- W3103463634 cites W1921861053 @default.
- W3103463634 cites W1972436494 @default.
- W3103463634 cites W1976062966 @default.
- W3103463634 cites W1982838671 @default.
- W3103463634 cites W1983522293 @default.
- W3103463634 cites W1991190417 @default.
- W3103463634 cites W1995103535 @default.
- W3103463634 cites W2001538905 @default.
- W3103463634 cites W2009155608 @default.
- W3103463634 cites W2009573649 @default.
- W3103463634 cites W2009658718 @default.
- W3103463634 cites W2012084072 @default.
- W3103463634 cites W2012580531 @default.
- W3103463634 cites W2015013946 @default.
- W3103463634 cites W2028113911 @default.
- W3103463634 cites W2034549917 @default.
- W3103463634 cites W2044023374 @default.
- W3103463634 cites W2049626361 @default.
- W3103463634 cites W2049651489 @default.
- W3103463634 cites W2061491724 @default.
- W3103463634 cites W2062231365 @default.
- W3103463634 cites W206739251 @default.
- W3103463634 cites W2076985663 @default.
- W3103463634 cites W2081580037 @default.
- W3103463634 cites W2082233142 @default.
- W3103463634 cites W2086944877 @default.
- W3103463634 cites W2090667601 @default.
- W3103463634 cites W2092272787 @default.
- W3103463634 cites W2097848938 @default.
- W3103463634 cites W2103151433 @default.
- W3103463634 cites W2103388129 @default.
- W3103463634 cites W2108072252 @default.
- W3103463634 cites W2114762199 @default.
- W3103463634 cites W2117811484 @default.
- W3103463634 cites W2127218421 @default.
- W3103463634 cites W2134097829 @default.
- W3103463634 cites W2136317921 @default.
- W3103463634 cites W2136480620 @default.
- W3103463634 cites W2136975357 @default.
- W3103463634 cites W2140072035 @default.
- W3103463634 cites W2140251882 @default.
- W3103463634 cites W2143394441 @default.
- W3103463634 cites W2143554828 @default.
- W3103463634 cites W2145215397 @default.
- W3103463634 cites W2146948159 @default.
- W3103463634 cites W2147693219 @default.
- W3103463634 cites W2149629196 @default.
- W3103463634 cites W2157521848 @default.
- W3103463634 cites W2160170050 @default.
- W3103463634 cites W2162306451 @default.
- W3103463634 cites W2167225252 @default.
- W3103463634 cites W2167516080 @default.
- W3103463634 cites W2167941679 @default.
- W3103463634 cites W2168685189 @default.
- W3103463634 cites W2171634212 @default.
- W3103463634 cites W2186370008 @default.
- W3103463634 cites W2199718034 @default.
- W3103463634 cites W2255845836 @default.
- W3103463634 cites W2294124521 @default.
- W3103463634 cites W2294602753 @default.
- W3103463634 cites W2311070470 @default.
- W3103463634 cites W2321707316 @default.
- W3103463634 cites W2562836854 @default.
- W3103463634 cites W3003709066 @default.
- W3103463634 cites W39714684 @default.
- W3103463634 cites W67050709 @default.
- W3103463634 cites W98188630 @default.
- W3103463634 hasPublicationYear "2016" @default.
- W3103463634 type Work @default.
- W3103463634 sameAs 3103463634 @default.
- W3103463634 citedByCount "0" @default.
- W3103463634 crossrefType "journal-article" @default.
- W3103463634 hasAuthorship W3103463634A5007349631 @default.
- W3103463634 hasAuthorship W3103463634A5017489553 @default.
- W3103463634 hasAuthorship W3103463634A5024828172 @default.
- W3103463634 hasBestOaLocation W31034636341 @default.
- W3103463634 hasConcept C108010975 @default.
- W3103463634 hasConcept C113174947 @default.