Annex 19 : predictive model for the dengue incidences in Sri Lanka using mobile network big data

Simple item page
dc.contributor.authorDharmawardana, K.G.S.
dc.contributor.authorLokuge, K. S.
dc.contributor.authorDassanayake, P. S. B.
dc.contributor.authorSirisena, M. L.
dc.contributor.authorFernando, Lasantha
dc.contributor.authorPerera, Amal Shehan
dc.contributor.authorLokanathan, Sriganesh
dc.date.accessioned2019-09-23T08:28:47Z
dc.date.available2019-09-23T08:28:47Z
dc.date.issued2018
dc.description.abstractThe study constructs a usable predictive model for any given Medical Officer of Health (MOH) division, which is the smallest medical administrative district in Sri Lanka, by taking human mobility into account. It includes the importation of dengue into immunologically ’naive’ regions. Derived mobility values for each region of the country are weighted using reported past dengue cases. The study introduces a generalizable methodology to fuse big data sources with traditional data sources, using machine learning techniques. Mobile Network Big Data (MNBD) consists of data categories such as Call Detail Records (CDR), Internet access usage records, and airtime recharge records.en
dc.format.mimetypeapplication/pdf
dc.identifier.urihttp://hdl.handle.net/10625/58136
dc.language.isoen
dc.subjectDENGUEen
dc.subjectAEDES AEGYPTIen
dc.subjectMOBILE PHONESen
dc.subjectMACHINE LEARNINGen
dc.subjectMOBILE DATAen
dc.subjectBIG DATAen
dc.subjectEPIDEMIOLOGYen
dc.subjectSIMULATIONen
dc.subjectMODELLINGen
dc.subjectSRI LANKAen
dc.subjectSOUTH ASIAen
dc.titleAnnex 19 : predictive model for the dengue incidences in Sri Lanka using mobile network big dataen
dc.typeWorking Paperen
idrc.copyright.holder© 2018, LIRNEASIA
idrc.copyright.oapermissionsourceCC BY 4.0en
idrc.dspace.accessOpen Accessen
idrc.project.componentnumber108008001
idrc.project.number108008
idrc.project.titleLeveraging Mobile Network Big Data for Developmental Policyen
idrc.rims.adhocgroupIDRC SUPPORTEDen

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
58151.pdf
Size:
1008.11 KB
Format:
Adobe Portable Document Format
Description:
Annex 19: Predictive Model for the Dengue Incidences in Sri Lanka Using Mobile Network Big Data
Download

Collections

IDRC Research Results / Résultats de recherches du CRDI
2010-2019 / Années 2010-2019
Data / Données