A computational model of routine procedural memory

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dc.contributor.advisorByrne, Michael D.en_US
dc.contributor.committeeMemberKortum, Philip T.en_US
dc.contributor.committeeMemberLane, David M.en_US
dc.contributor.committeeMemberAutry, Lynette S.en_US
dc.contributor.committeeMemberDannemiller, James L.en_US
dc.contributor.committeeMemberNapier, Albert H.en_US
dc.creatorTamborello, Franklin Patrick, IIen_US
dc.date.accessioned2011-07-25T01:39:18Zen_US
dc.date.available2011-07-25T01:39:18Zen_US
dc.date.issued2009en_US
dc.description.abstractCooper and Shallice (2000) implemented a computational version of the Norman and Shallice's (1986) Contention Scheduling Model (CSM). The CSM is a hierarchically organized network of action schemas and goals. Botvinick and Plaut (2004) instead took a connectionist approach to modeling routine procedural behavior. They argued in favor of holistic, distributed representation of learned step co-occurrence associations. Two experiments found that people can adapt routine procedural behavior to changing circumstances quite readily and that other factors besides statistical co-occurrence can have influence on action selection. A CSM-inspired ACT-R model of the two experiments is the first to postdict differential error rates across multiple between-subjects conditions and trial types. Results from the behavioral and modeling studies favor a CSM-like theory of human routine procedural memory that uses discrete, hierarchically-organized goal and action representations that are adaptable to new but similar procedures.en_US
dc.description.sponsorshipThis work was funded by Office of Naval Research grants #N00014-03-1-0094 and #N00014-06-1-0056.en_US
dc.format.mimetypeapplication/pdfen_US
dc.identifier.callnoTHESIS PSYCH. 2009 TAMBORELLOen_US
dc.identifier.citationTamborello, Franklin Patrick, II. "A computational model of routine procedural memory." (2009) Diss., Rice University. <a href="https://hdl.handle.net/1911/61904">https://hdl.handle.net/1911/61904</a>.en_US
dc.identifier.urihttps://hdl.handle.net/1911/61904en_US
dc.language.isoengen_US
dc.rightsCopyright is held by the author, unless otherwise indicated. Permission to reuse, publish, or reproduce the work beyond the bounds of fair use or other exemptions to copyright law must be obtained from the copyright holder.en_US
dc.subjectExperimental psychologyen_US
dc.subjectCognitive psychologyen_US
dc.titleA computational model of routine procedural memoryen_US
dc.typeThesisen_US
dc.type.materialTexten_US
thesis.degree.departmentPsychologyen_US
thesis.degree.disciplineSocial Sciencesen_US
thesis.degree.grantorRice Universityen_US
thesis.degree.levelDoctoralen_US
thesis.degree.nameDoctor of Philosophyen_US
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