From pattern discovery to pattern interpretation in movement data (Contributo in atti di convegno)

Type

• Contributo in atti di convegno (Classe)
• Prodotto della ricerca (Classe)

Label

• From pattern discovery to pattern interpretation in movement data (Contributo in atti di convegno) (literal)

Anno

• 2010-01-01T00:00:00+01:00 (literal)

Alternative label

• Ong R.; Wachowicz M.; Nanni M.; Renso C. (2010)
  From pattern discovery to pattern interpretation in movement data
  in Third International Workshop on Semantic Aspects of Data Mining, Sydney, Australia
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Ong R.; Wachowicz M.; Nanni M.; Renso C. (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#note

• In: SADM 2010 - Third International Workshop on Semantic Aspects of Data Mining (Sydney, Australia, 13-17 December 2010). Proceedings, pp. 527 - 534. IEEE, 2010. (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#descrizioneSinteticaDelProdotto

• ABSTRACT: The widespread use of positioning technologies ranging from GSM and GPS to WiFi devices, tend to produce large-scale datasets of trajectories, representing the movement of travelling entities. Several applications may benefit from mining such datasets. However, mining results only become truly useful and meaningful for the end user when the intrinsically complex nature of the movement data in terms of context is taken into account during the discovery process. For this reason we propose a pattern interpretation framework that consists of three main steps, namely, pattern discovery, semantic annotation and pattern analysis. The framework supports the understanding of movement patterns that were extracted using some trajectory mining algorithm. To demonstrate the feasibility and effectiveness of the framework, we performed an experiment with the Dwingelderveld National Park (DNP) dataset, which contains records of observations on the movement of visitors in the park. As a resul (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• Department of Computer Science, University of Pisa, Wageningen University, the Netherlands, CNR-ISTI, Pisa (literal)

Titolo

• From pattern discovery to pattern interpretation in movement data (literal)

Prodotto di

• Knowledge Discovery and Data Mining (ICT.P08.009.003) (Modulo)
• Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\" (ISTI) (Istituto)

Autore CNR

• Rebecca Ong (Persona)
• MIRCO NANNI (Unità di personale interno)
• CHIARA RENSO (Unità di personale interno)

Insieme di parole chiave

• Parole chiave di "From pattern discovery to pattern interpretation in movement data" (Insieme di parole chiave)

Incoming links:

Prodotto

• Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\" (ISTI) (Istituto)
• Knowledge Discovery and Data Mining (ICT.P08.009.003) (Modulo)

Autore CNR di

• MIRCO NANNI (Unità di personale interno)
• CHIARA RENSO (Unità di personale interno)
• Rebecca Ong (Persona)

Insieme di parole chiave di

• Parole chiave di "From pattern discovery to pattern interpretation in movement data" (Insieme di parole chiave)