{"id":"https://openalex.org/W4366549849","doi":"https://doi.org/10.1145/3544548.3580983","title":"Interaction of Thoughts: Towards Mediating Task Assignment in Human-AI Cooperation with a Capability-Aware Shared Mental Model","display_name":"Interaction of Thoughts: Towards Mediating Task Assignment in Human-AI Cooperation with a Capability-Aware Shared Mental Model","publication_year":2023,"publication_date":"2023-04-19","ids":{"openalex":"https://openalex.org/W4366549849","doi":"https://doi.org/10.1145/3544548.3580983"},"language":"en","primary_location":{"id":"doi:10.1145/3544548.3580983","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544548.3580983","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","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/A5084894084","display_name":"Ziyao He","orcid":"https://orcid.org/0000-0003-0448-5159"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziyao He","raw_affiliation_strings":["MOE KLINNS Lab, Xi'an Jiaotong University, China"],"raw_orcid":"https://orcid.org/0000-0003-0448-5159","affiliations":[{"raw_affiliation_string":"MOE KLINNS Lab, Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019408798","display_name":"Yunpeng Song","orcid":"https://orcid.org/0000-0002-4186-0408"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunpeng Song","raw_affiliation_strings":["MOE KLINNS Lab, Xi'an Jiaotong University, China"],"raw_orcid":"https://orcid.org/0000-0002-4186-0408","affiliations":[{"raw_affiliation_string":"MOE KLINNS Lab, Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040272202","display_name":"Shurui Zhou","orcid":"https://orcid.org/0000-0002-6346-6073"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shurui Zhou","raw_affiliation_strings":["ECE&CS, University of Toronto, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6346-6073","affiliations":[{"raw_affiliation_string":"ECE&CS, University of Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082529620","display_name":"Zhongmin Cai","orcid":"https://orcid.org/0000-0002-4903-3992"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongmin Cai","raw_affiliation_strings":["MOE KLINNS Lab, Xi'an Jiaotong University, China"],"raw_orcid":"https://orcid.org/0000-0002-4903-3992","affiliations":[{"raw_affiliation_string":"MOE KLINNS Lab, Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084894084"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":2.3857,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90682186,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9944000244140625,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9944000244140625,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8185076713562012},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7097715139389038},{"id":"https://openalex.org/keywords/negotiation","display_name":"Negotiation","score":0.6697250008583069},{"id":"https://openalex.org/keywords/tuple","display_name":"Tuple","score":0.6025981903076172},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.5970130562782288},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5886803865432739},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4871947169303894},{"id":"https://openalex.org/keywords/mental-model","display_name":"Mental model","score":0.46004700660705566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40943777561187744},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.09907406568527222},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.09516462683677673},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08470574021339417},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08221545815467834}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8185076713562012},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7097715139389038},{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.6697250008583069},{"id":"https://openalex.org/C118930307","wikidata":"https://www.wikidata.org/wiki/Q600590","display_name":"Tuple","level":2,"score":0.6025981903076172},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.5970130562782288},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5886803865432739},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4871947169303894},{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.46004700660705566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40943777561187744},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.09907406568527222},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.09516462683677673},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08470574021339417},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08221545815467834},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3544548.3580983","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544548.3580983","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.47999998927116394,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W2044595850","https://openalex.org/W2057023881","https://openalex.org/W2105739910","https://openalex.org/W2116651343","https://openalex.org/W2117539524","https://openalex.org/W2141291534","https://openalex.org/W2166817158","https://openalex.org/W2213780817","https://openalex.org/W2277857979","https://openalex.org/W2282821441","https://openalex.org/W2291227510","https://openalex.org/W2398344594","https://openalex.org/W2475287302","https://openalex.org/W2502094132","https://openalex.org/W2560674852","https://openalex.org/W2747329762","https://openalex.org/W2754626137","https://openalex.org/W2765109305","https://openalex.org/W2766642606","https://openalex.org/W2789499213","https://openalex.org/W2796095752","https://openalex.org/W2895993994","https://openalex.org/W2897966018","https://openalex.org/W2916904544","https://openalex.org/W2917794201","https://openalex.org/W2922464707","https://openalex.org/W2931618942","https://openalex.org/W2942157335","https://openalex.org/W2942182378","https://openalex.org/W2952602496","https://openalex.org/W2972834448","https://openalex.org/W2984353433","https://openalex.org/W2995523160","https://openalex.org/W3009312460","https://openalex.org/W3021941048","https://openalex.org/W3030109276","https://openalex.org/W3031679542","https://openalex.org/W3042018252","https://openalex.org/W3093033010","https://openalex.org/W3100646146","https://openalex.org/W3112602519","https://openalex.org/W3190071837","https://openalex.org/W3201941397","https://openalex.org/W3211711472","https://openalex.org/W3214323689","https://openalex.org/W4200082366","https://openalex.org/W4206908526","https://openalex.org/W4224980442","https://openalex.org/W4226108798","https://openalex.org/W4282835773","https://openalex.org/W4282976538","https://openalex.org/W4285392457","https://openalex.org/W4317464833","https://openalex.org/W6787968181","https://openalex.org/W7073547298"],"related_works":["https://openalex.org/W4245395944","https://openalex.org/W2143551613","https://openalex.org/W2138823233","https://openalex.org/W1979740464","https://openalex.org/W2143345456","https://openalex.org/W1789991335","https://openalex.org/W2562731034","https://openalex.org/W4315705795","https://openalex.org/W2101053337","https://openalex.org/W1870651561"],"abstract_inverted_index":{"The":[0,95],"existing":[1],"work":[2],"on":[3],"task":[4,24,42,65,110],"assignment":[5,111],"of":[6,41,55,88,126],"human-AI":[7,150],"cooperation":[8],"did":[9],"not":[10],"consider":[11],"the":[12,39,64,86,101,109,124,133],"differences":[13],"between":[14],"individual":[15],"team":[16],"members":[17],"regarding":[18],"their":[19],"capabilities,":[20],"leading":[21],"to":[22,49,58,113,135,137],"sub-optimal":[23],"completion":[25],"results.":[26],"In":[27],"this":[28],"work,":[29],"we":[30],"propose":[31],"a":[32,77,81],"capability-aware":[33],"shared":[34],"mental":[35],"model":[36],"(CASMM)":[37],"with":[38],"components":[40],"grouping":[43,66],"and":[44,60,71,80,103,128,144],"negotiation,":[45],"which":[46],"utilize":[47],"tuples":[48],"break":[50],"down":[51],"tasks":[52],"into":[53],"sets":[54],"scenarios":[56,139],"relating":[57],"difficulties":[59],"then":[61],"dynamically":[62],"merge":[63],"ideas":[67],"raised":[68],"by":[69],"human":[70],"AI":[72,127],"through":[73,107],"negotiation.":[74],"We":[75],"implement":[76],"prototype":[78],"system":[79],"3-phase":[82],"user":[83],"study":[84],"for":[85],"proof":[87],"concept":[89],"via":[90],"an":[91],"image":[92],"labeling":[93],"task.":[94],"result":[96],"shows":[97],"building":[98],"CASMM":[99],"boosts":[100],"accuracy":[102],"time":[104],"efficiency":[105],"significantly":[106],"forming":[108],"close":[112],"real":[114],"capabilities":[115],"within":[116],"few":[117],"iterations.":[118],"It":[119],"helps":[120],"users":[121],"better":[122,149],"understand":[123],"capability":[125],"themselves.":[129],"Our":[130],"method":[131],"has":[132],"potential":[134],"generalize":[136],"other":[138],"such":[140],"as":[141],"medical":[142],"diagnoses":[143],"automatic":[145],"driving":[146],"in":[147],"facilitating":[148],"cooperation.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}