Data integration and big data mining framework to discover impacts of climate change on complex systems

Liwan Liyanage, Gayan Pathirage

Research output: Chapter in Book / Conference PaperConference Paperpeer-review

Abstract

![CDATA[Vast amount of evidence suggest that the global climate changes are already affecting many environmental and social systems. This study develops a data integration and big data mining framework for studying climate change impacts on many complex systems including but not limited to public health, bio-security, agriculture, global economy, environment, etc. Different phases of the data integration and mining process have been identified and shown how these phases are connected together in generating this decision making framework. Further it identifies limitations in current data collection processes and provides recommendations to facilitate such an integrated approach widely. A simple case study was conducted to demonstrate the capabilities of the proposed framework.]]
Original languageEnglish
Title of host publicationProceedings of the 4th Annual International Conference on Operations Research and Statistics (ORS 2016), 18-19 January 2016, Singapore
PublisherGlobal Science & Technology Forum
Pages21-27
Number of pages7
DOIs
Publication statusPublished - 2016
EventInternational Conference on Operations Research and Statistics -
Duration: 18 Jan 2016 → …

Publication series

Name
ISSN (Print)2251-1938

Conference

ConferenceInternational Conference on Operations Research and Statistics
Period18/01/16 → …

Keywords

  • data mining
  • data integration (computer science)
  • big data
  • climatic changes
  • pollution

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