Computer detection of spatial visualization in a location-based task

dc.contributor.advisor Leslie Miller
dc.contributor.author Batinov, Georgi
dc.contributor.department Computer Science
dc.date 2018-08-11T05:38:49.000
dc.date.accessioned 2020-06-30T03:09:56Z
dc.date.available 2020-06-30T03:09:56Z
dc.date.copyright Sun Jan 01 00:00:00 UTC 2017
dc.date.embargo 2018-04-20
dc.date.issued 2017-01-01
dc.description.abstract <p>An untapped area of productivity gains hinges on automatic detection of user cognitive characteristics. One such characteristic, spatial visualization ability, relates to users’ computer performance. In this dissertation, we describe a novel, behavior-based, spatial visualization detection technique. The technique does not depend on sensors or knowledge of the environment and can be adopted on generic computers. In a Census Bureau location-based address verification task, detection rates exceeded 80% and approached 90%.</p>
dc.format.mimetype application/pdf
dc.identifier archive/lib.dr.iastate.edu/etd/16272/
dc.identifier.articleid 7279
dc.identifier.contextkey 12307508
dc.identifier.doi https://doi.org/10.31274/etd-180810-5903
dc.identifier.s3bucket isulib-bepress-aws-west
dc.identifier.submissionpath etd/16272
dc.identifier.uri https://dr.lib.iastate.edu/handle/20.500.12876/30455
dc.language.iso en
dc.source.bitstream archive/lib.dr.iastate.edu/etd/16272/Batinov_iastate_0097E_16469.pdf|||Fri Jan 14 20:57:29 UTC 2022
dc.subject.disciplines Art and Design
dc.subject.disciplines Computer Sciences
dc.subject.disciplines Psychology
dc.subject.keywords individual differences
dc.subject.keywords intelligent interfaces
dc.subject.keywords spatial ability
dc.subject.keywords spatial visualization ability
dc.title Computer detection of spatial visualization in a location-based task
dc.type article
dc.type.genre dissertation
dspace.entity.type Publication
relation.isOrgUnitOfPublication f7be4eb9-d1d0-4081-859b-b15cee251456
thesis.degree.discipline Computer Science
thesis.degree.level dissertation
thesis.degree.name Doctor of Philosophy
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