{"id":"https://openalex.org/W2183740229","doi":"https://doi.org/10.1109/devlrn.2015.7346147","title":"The dynamics of idealized attention in complex learning environments","display_name":"The dynamics of idealized attention in complex learning environments","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2183740229","doi":"https://doi.org/10.1109/devlrn.2015.7346147","mag":"2183740229"},"language":"en","primary_location":{"id":"doi:10.1109/devlrn.2015.7346147","doi":"https://doi.org/10.1109/devlrn.2015.7346147","is_oa":false,"landing_page_url":"https://doi.org/10.1109/devlrn.2015.7346147","pdf_url":null,"source":{"id":"https://openalex.org/S7407087479","display_name":"IEEE International Conference on Development and Learning (ICDL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040497934","display_name":"Madeline C. Pelz","orcid":"https://orcid.org/0000-0001-5571-448X","observed_orcids":["https://orcid.org/0000-0001-5571-448X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Madeline Pelz","raw_affiliation_strings":["Brain and Cognitive Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain and Cognitive Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087201837","display_name":"Steven T. Piantadosi","orcid":"https://orcid.org/0000-0001-5499-4168","observed_orcids":["https://orcid.org/0000-0001-5499-4168"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Steven T. Piantadosi","raw_affiliation_strings":["Brain and Cognitive Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain and Cognitive Sciences","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085832456","display_name":"Celeste Kidd","orcid":"https://orcid.org/0000-0002-3167-1216","observed_orcids":["https://orcid.org/0000-0002-3167-1216"]},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Celeste Kidd","raw_affiliation_strings":["Brain and Cognitive Sciences","Center for Vision Sciences, University of Rochester, Rochester, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain and Cognitive Sciences","institution_ids":[]},{"raw_affiliation_string":"Center for Vision Sciences, University of Rochester, Rochester, NY","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5553,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63204545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.3230000138282776,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.3230000138282776,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.2296999990940094,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.19949999451637268,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/attention-allocation","display_name":"attention allocation","score":0.722000002861023},{"id":"https://openalex.org/keywords/information-gain","display_name":"information gain","score":0.6240000128746033},{"id":"https://openalex.org/keywords/multiple-object-tracking","display_name":"multiple object tracking","score":0.8650000095367432},{"id":"https://openalex.org/keywords/attention-switching","display_name":"attentional shift","score":0.8130000233650208},{"id":"https://openalex.org/keywords/inattention","display_name":"inattention","score":0.7390000224113464},{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"attention deficit hyperactivity disorder","score":0.7680000066757202},{"id":"https://openalex.org/keywords/attention-deficits","display_name":"attention deficits","score":0.8069999814033508},{"id":"https://openalex.org/keywords/information-decay","display_name":"information decay","score":0.8560000061988831},{"id":"https://openalex.org/keywords/complex-learning-environments","display_name":"complex learning environments","score":0.6230000257492065}],"concepts":[{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6486874222755432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6339933276176453},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.6292517185211182},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5802094340324402},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4820421636104584},{"id":"https://openalex.org/C2986342778","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Cognitive systems","level":3,"score":0.42988908290863037},{"id":"https://openalex.org/C26344738","wikidata":"https://www.wikidata.org/wiki/Q759843","display_name":"Attentional blink","level":3,"score":0.4296188950538635},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3838205933570862},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.299193799495697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2430633008480072},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11349856853485107},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/devlrn.2015.7346147","doi":"https://doi.org/10.1109/devlrn.2015.7346147","is_oa":false,"landing_page_url":"https://doi.org/10.1109/devlrn.2015.7346147","pdf_url":null,"source":{"id":"https://openalex.org/S7407087479","display_name":"IEEE International Conference on Development and Learning (ICDL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.705.7230","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.705.7230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.bcs.rochester.edu/people/ckidd/papers/PelzPiantadosiKiddICDLEpiRob2015.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1663973292","https://openalex.org/W1747565446","https://openalex.org/W1965191725","https://openalex.org/W1988350111","https://openalex.org/W2009086942","https://openalex.org/W2010010495","https://openalex.org/W2026766564","https://openalex.org/W2040882980","https://openalex.org/W2055456339","https://openalex.org/W2057256606","https://openalex.org/W2065808876","https://openalex.org/W2093540300","https://openalex.org/W2098534178","https://openalex.org/W2102163161","https://openalex.org/W2105899777","https://openalex.org/W2107713108","https://openalex.org/W2110687866","https://openalex.org/W2120019959","https://openalex.org/W2122854589","https://openalex.org/W2127859399","https://openalex.org/W4238879677"],"related_works":["https://openalex.org/W7096027644","https://openalex.org/W1678039475","https://openalex.org/W640585436","https://openalex.org/W2944952198","https://openalex.org/W2146147093","https://openalex.org/W4391041997","https://openalex.org/W2979216586","https://openalex.org/W4402912021","https://openalex.org/W1587995223","https://openalex.org/W2074223177"],"abstract_inverted_index":{"Effective":[0],"allocation":[1],"of":[2,21,27,37,56,66,71,82],"attention":[3,73],"is":[4],"crucial":[5],"for":[6,91],"many":[7],"cognitive":[8],"functions,":[9],"and":[10,69],"attentional":[11,23,83,111],"disorders":[12],"(e.g.,":[13],"ADHD)":[14],"negatively":[15],"impact":[16],"learning.":[17],"Despite":[18],"the":[19,22,25,64,79,106],"importance":[20],"system,":[24,80],"origins":[26],"inattentional":[28],"behavior":[29,85],"remain":[30],"hazy.":[31],"Here":[32],"we":[33],"present":[34],"a":[35,53],"model":[36],"an":[38,46],"ideal":[39],"learner":[40],"that":[41],"maximizes":[42],"information":[43,57,67],"gain":[44],"in":[45],"environment":[47],"containing":[48,52],"multiple":[49,95,102],"objects,":[50],"each":[51],"set":[54],"amount":[55],"to":[58,78],"be":[59],"learned.":[60],"When":[61],"constraints":[62],"on":[63],"speed":[65],"decay":[68],"ease":[70],"shifting":[72],"between":[74],"objects":[75],"are":[76],"added":[77],"patterns":[81],"switching":[84],"emerge.":[86],"These":[87],"predictions":[88],"can":[89],"account":[90],"results":[92],"reported":[93],"from":[94],"object":[96],"tracking":[97],"tasks.":[98],"Further,":[99],"they":[100],"highlight":[101],"possible":[103],"causes":[104],"underlying":[105],"atypical":[107],"behaviors":[108],"associated":[109],"with":[110],"disorders.":[112]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2016-06-24T00:00:00"}