{"id":"https://openalex.org/W4396833588","doi":"https://doi.org/10.1145/3613905.3636278","title":"Cognitive Modeling: From GOMS to Deep Reinforcement Learning","display_name":"Cognitive Modeling: From GOMS to Deep Reinforcement Learning","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4396833588","doi":"https://doi.org/10.1145/3613905.3636278"},"language":"en","primary_location":{"id":"doi:10.1145/3613905.3636278","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613905.3636278","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3636278","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3636278","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085770104","display_name":"Jussi Jokinen","orcid":"https://orcid.org/0000-0002-3024-2209"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jussi P. P. Jokinen","raw_affiliation_strings":["Cognitive Science, University of Jyv\u00e4skyl\u00e4, Finland"],"raw_orcid":"https://orcid.org/0000-0002-3024-2209","affiliations":[{"raw_affiliation_string":"Cognitive Science, University of Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003084232","display_name":"Antti Oulasvirta","orcid":"https://orcid.org/0000-0002-2498-7837"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Antti Oulasvirta","raw_affiliation_strings":["Aalto University, Finland"],"raw_orcid":"https://orcid.org/0000-0002-2498-7837","affiliations":[{"raw_affiliation_string":"Aalto University, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103054759","display_name":"Andrew Howes","orcid":"https://orcid.org/0000-0003-4251-1127"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Howes","raw_affiliation_strings":["School of Computer Science, University of Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-4251-1127","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birmingham, United Kingdom","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9469000101089478,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9469000101089478,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9186000227928162,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10470","display_name":"Usability and User Interface Design","score":0.9128999710083008,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7915404438972473},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7776885032653809},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6736922860145569},{"id":"https://openalex.org/keywords/cognitive-architecture","display_name":"Cognitive architecture","score":0.6360812187194824},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6263303756713867},{"id":"https://openalex.org/keywords/cognitive-model","display_name":"Cognitive model","score":0.546943724155426},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5225517153739929},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4700055718421936},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4264093041419983},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3302684724330902},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1693248152732849},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08020302653312683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7915404438972473},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7776885032653809},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6736922860145569},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.6360812187194824},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6263303756713867},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.546943724155426},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5225517153739929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4700055718421936},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4264093041419983},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3302684724330902},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1693248152732849},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08020302653312683},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3613905.3636278","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613905.3636278","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3636278","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3613905.3636278","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613905.3636278","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3636278","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396833588.pdf","grobid_xml":"https://content.openalex.org/works/W4396833588.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W3046518956","https://openalex.org/W3159667643","https://openalex.org/W3161475829","https://openalex.org/W4224981210"],"related_works":["https://openalex.org/W2546298579","https://openalex.org/W2896490743","https://openalex.org/W2183362005","https://openalex.org/W2506604576","https://openalex.org/W2398542563","https://openalex.org/W2134748080","https://openalex.org/W2341991338","https://openalex.org/W1570079447","https://openalex.org/W2109644386","https://openalex.org/W4311127686"],"abstract_inverted_index":{"This":[0,44],"course":[1,45,80],"introduces":[2],"computational":[3],"cognitive":[4],"modeling":[5,67],"for":[6,36],"researchers":[7],"and":[8,26,40,58],"practitioners":[9],"in":[10,28,74],"the":[11],"field":[12],"of":[13,50],"HCI.":[14],"Cognitive":[15],"models":[16,54],"use":[17],"computer":[18],"programs":[19],"to":[20,64],"model":[21],"how":[22],"users":[23],"perceive,":[24],"think,":[25],"act":[27],"human\u2013computer":[29],"interaction.":[30],"They":[31],"offer":[32],"a":[33,48],"powerful":[34],"approach":[35],"understanding":[37],"interactive":[38],"tasks":[39],"improving":[41],"user":[42],"interfaces.":[43],"starts":[46],"with":[47],"review":[49],"classic":[51],"architecture":[52],"based":[53],"such":[55],"as":[56],"GOMS":[57],"ACT-R.":[59],"It":[60],"then":[61],"rapidly":[62],"progresses":[63],"introducing":[65],"modern":[66],"approaches":[68],"powered":[69],"by":[70],"machine":[71],"learning":[72],"methods,":[73],"particular":[75],"deep":[76],"reinforcement":[77],"learning.":[78],"The":[79],"is":[81],"built":[82],"around":[83],"hands-on":[84],"Python":[85],"programming":[86],"using":[87],"notebooks.":[88]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}