{"id":"https://openalex.org/W4403334432","doi":"https://doi.org/10.1145/3654777.3676356","title":"GPTVoiceTasker: Advancing Multi-step Mobile Task Efficiency Through Dynamic Interface Exploration and Learning","display_name":"GPTVoiceTasker: Advancing Multi-step Mobile Task Efficiency Through Dynamic Interface Exploration and Learning","publication_year":2024,"publication_date":"2024-10-11","ids":{"openalex":"https://openalex.org/W4403334432","doi":"https://doi.org/10.1145/3654777.3676356"},"language":"en","primary_location":{"id":"doi:10.1145/3654777.3676356","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3654777.3676356","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3654777.3676356","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009295786","display_name":"Minh Duc Vu","orcid":"https://orcid.org/0000-0002-4798-8701"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Minh Duc Vu","raw_affiliation_strings":["CSIRO's Data61, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4798-8701","affiliations":[{"raw_affiliation_string":"CSIRO's Data61, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452659","display_name":"Han Wang","orcid":"https://orcid.org/0000-0001-7862-6677"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Han Wang","raw_affiliation_strings":["Faculty of IT, Monash University, Australia","' s ,",", , , of ,",", of ,"],"raw_orcid":"https://orcid.org/0000-0001-7862-6677","affiliations":[{"raw_affiliation_string":"Faculty of IT, Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"' s ,","institution_ids":[]},{"raw_affiliation_string":", , , of ,","institution_ids":[]},{"raw_affiliation_string":", of ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032440450","display_name":"Jieshan Chen","orcid":"https://orcid.org/0000-0002-2700-7478"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jieshan Chen","raw_affiliation_strings":["CSIRO's Data61, Australia","' s ,",", , , of ,",", of ,"],"raw_orcid":"https://orcid.org/0000-0002-2700-7478","affiliations":[{"raw_affiliation_string":"CSIRO's Data61, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]},{"raw_affiliation_string":"' s ,","institution_ids":[]},{"raw_affiliation_string":", , , of ,","institution_ids":[]},{"raw_affiliation_string":", of ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078198028","display_name":"Zhuang Li","orcid":"https://orcid.org/0000-0002-9808-9992"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhuang Li","raw_affiliation_strings":["Faculty of IT, Monash University, Australia","' s ,",", , , of ,",", of ,"],"raw_orcid":"https://orcid.org/0000-0002-9808-9992","affiliations":[{"raw_affiliation_string":"Faculty of IT, Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"' s ,","institution_ids":[]},{"raw_affiliation_string":", , , of ,","institution_ids":[]},{"raw_affiliation_string":", of ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060314525","display_name":"Shengdong Zhao","orcid":"https://orcid.org/0000-0001-7971-3107"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shengdong Zhao","raw_affiliation_strings":["School of Creative Media, City University of Hong Kong, China","' s ,",", , , of ,",", of ,"],"raw_orcid":"https://orcid.org/0000-0001-7971-3107","affiliations":[{"raw_affiliation_string":"School of Creative Media, City University of Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"' s ,","institution_ids":[]},{"raw_affiliation_string":", , , of ,","institution_ids":[]},{"raw_affiliation_string":", of ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028641941","display_name":"Zhenchang Xing","orcid":"https://orcid.org/0000-0001-7663-1421"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhenchang Xing","raw_affiliation_strings":["CSIRO's Data61 &amp; Australian National University, Australia","' s ,",", , , of ,",", of ,"],"raw_orcid":"https://orcid.org/0000-0001-7663-1421","affiliations":[{"raw_affiliation_string":"CSIRO's Data61 &amp; Australian National University, Australia","institution_ids":["https://openalex.org/I118347636","https://openalex.org/I1292875679","https://openalex.org/I42894916"]},{"raw_affiliation_string":"' s ,","institution_ids":[]},{"raw_affiliation_string":", , , of ,","institution_ids":[]},{"raw_affiliation_string":", of ,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075639297","display_name":"Chunyang Chen","orcid":"https://orcid.org/0000-0003-2011-9618"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Chunyang Chen","raw_affiliation_strings":["School of Computation, Information and Technology, Technical University of Munich, Germany","' s ,",", , , of ,",", of ,"],"raw_orcid":"https://orcid.org/0000-0003-2011-9618","affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Technical University of Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"' s ,","institution_ids":[]},{"raw_affiliation_string":", , , of ,","institution_ids":[]},{"raw_affiliation_string":", of ,","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991000294685364,"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/T12607","display_name":"Personal Information Management and User Behavior","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9839000105857849,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7383863925933838},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5863968133926392},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5490527153015137},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.50774085521698},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3428076505661011},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.14256790280342102},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.14136913418769836},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09688699245452881}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7383863925933838},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5863968133926392},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5490527153015137},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.50774085521698},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3428076505661011},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.14256790280342102},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.14136913418769836},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09688699245452881},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3654777.3676356","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3654777.3676356","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/733752276","is_oa":false,"landing_page_url":"https://hdl.handle.net/1885/733752276","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"},{"id":"pmh:oai:pure.atira.dk:publications/eef4a52d-96ea-476b-82b2-78a1be6e1bcb","is_oa":true,"landing_page_url":"https://hdl.handle.net/2031/eef4a52d-96ea-476b-82b2-78a1be6e1bcb","pdf_url":null,"source":{"id":"https://openalex.org/S7407055387","display_name":"CityU Scholars","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3654777.3676356","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3654777.3676356","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W2000687208","https://openalex.org/W2105273228","https://openalex.org/W2171153629","https://openalex.org/W2251957808","https://openalex.org/W2741894851","https://openalex.org/W2788185996","https://openalex.org/W2795679027","https://openalex.org/W2808617203","https://openalex.org/W2914783728","https://openalex.org/W2962992787","https://openalex.org/W3005140940","https://openalex.org/W3094121738","https://openalex.org/W3102095584","https://openalex.org/W3103123779","https://openalex.org/W3160029355","https://openalex.org/W3199400376","https://openalex.org/W3207043055","https://openalex.org/W4224982588","https://openalex.org/W4224988754","https://openalex.org/W4225089191","https://openalex.org/W4226389314","https://openalex.org/W4238101571","https://openalex.org/W4245990317","https://openalex.org/W4283711627","https://openalex.org/W4292262055","https://openalex.org/W4312516512","https://openalex.org/W4361759487","https://openalex.org/W4366549767","https://openalex.org/W4383108457","https://openalex.org/W4384345667","https://openalex.org/W4386269029","https://openalex.org/W4387801187","https://openalex.org/W4387835442","https://openalex.org/W4396832611","https://openalex.org/W4396919238","https://openalex.org/W4404587109","https://openalex.org/W6778883912"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2333541298","https://openalex.org/W3196817267","https://openalex.org/W1976600725"],"abstract_inverted_index":{"Virtual":[0],"assistants":[1],"have":[2],"the":[3,80,91,95],"potential":[4],"to":[5,49,71,86,103,172],"play":[6],"an":[7],"important":[8],"role":[9],"in":[10,21,30,37,119,129,141],"helping":[11],"users":[12],"achieves":[13],"different":[14],"tasks.":[15,92,132],"However,":[16],"these":[17],"systems":[18],"face":[19],"challenges":[20],"their":[22],"real-world":[23,142],"usability,":[24],"characterized":[25],"by":[26,144,147],"inefficiency":[27],"and":[28,53,66,83,89,126,167],"struggles":[29],"grasping":[31],"user":[32,51,64,101,135,169],"intentions.":[33],"Leveraging":[34],"recent":[35],"advances":[36],"Large":[38],"Language":[39],"Models":[40],"(LLMs),":[41],"we":[42],"introduce":[43],"GptVoiceTasker,":[44],"a":[45],"virtual":[46],"assistant":[47],"poised":[48],"enhance":[50],"experiences":[52],"task":[54,73,106,139],"efficiency":[55,140],"on":[56],"mobile":[57],"devices.":[58],"GptVoiceTasker":[59,78,115,137,153],"excels":[60],"at":[61],"intelligently":[62],"deciphering":[63],"commands":[65,102,122],"executing":[67],"relevant":[68],"device":[69],"interactions":[70],"streamline":[72],"completion.":[74],"For":[75],"unprecedented":[76],"tasks,":[77],"utilises":[79],"contextual":[81],"information":[82],"on-screen":[84],"content":[85],"continuously":[87],"explore":[88],"execute":[90],"In":[93,133],"addition,":[94],"system":[96],"continually":[97],"learns":[98],"from":[99],"historical":[100],"automate":[104],"subsequent":[105],"invocations,":[107],"further":[108,156],"enhancing":[109],"execution":[110],"efficiency.":[111,174],"From":[112],"our":[113,134],"experiments,":[114],"achieved":[116],"84.5%":[117],"accuracy":[118,128],"parsing":[120],"human":[121],"into":[123,158],"executable":[124],"actions":[125],"85.7%":[127],"automating":[130],"multi-step":[131],"study,":[136],"boosted":[138],"scenarios":[143],"34.85%,":[145],"accompanied":[146],"positive":[148],"participant":[149],"feedback.":[150],"We":[151],"made":[152],"open-source,":[154],"inviting":[155],"research":[157],"LLMs":[159],"utilization":[160],"for":[161],"diverse":[162],"tasks":[163],"through":[164],"prompt":[165],"engineering":[166],"leveraging":[168],"usage":[170],"data":[171],"improve":[173]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
