Download CS 491/591: Special Topic in Computer Science: Spatial Big Data

CS491/591:SpecialTopicin
ComputerScience:SpatialBigData
Offered:Spring2017
Coursegoals:
Topicsinclude:
• Understandspatialbigdataandits
applications
• Learnbasicconceptsandtechniquesin
analyzingspatialbigdata
• Gethands-onexperienceofusingspatial
bigdataanalytictosolverealproblems
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Applications
Typesofspatialbigdata
Spatialstatisticalfoundations
Spatialbigdataanalytic,e.g.,
spatialprediction,outlier
detection,hotspotanalysis
• Computationalplatforms
• Recenttrends
Textbook:
• ThereisNOrequiredtextbook
• Somerecommendedones:
o SpatialDatabases:ATour,PrenticeHall
o IntroductiontoDataMining,Pearson,
o DataMining:ConceptsandTechniques,
MorganKaufmann
Prerequisites:
• Database,algorithm
• Basicstatisticandprobability
• (Somedataminingormachine
learningknowledgepreferred)
Classformat:
• Lecturescombinedwithnews
presentation,groupproject
Instructor:
Dr.ZheJiang,AssistantProfessor
Office:SEC3433
[email protected]
Time:M/W3:30p.m.–4:45p.m.
Location:SERC2036