Computer detection of spatial visualization in a location-based task
dc.contributor.advisor | Leslie Miller | |
dc.contributor.author | Batinov, Georgi | |
dc.contributor.department | Department of 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 | dissertation | en_US |
dc.type.genre | dissertation | en_US |
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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