{"id":"https://openalex.org/W4293691703","doi":"https://doi.org/10.1109/hsi55341.2022.9869495","title":"Predicting Human Performance in Vertical Hierarchical Menu Selection in Immersive AR Using Hand-gesture and Head-gaze","display_name":"Predicting Human Performance in Vertical Hierarchical Menu Selection in Immersive AR Using Hand-gesture and Head-gaze","publication_year":2022,"publication_date":"2022-07-28","ids":{"openalex":"https://openalex.org/W4293691703","doi":"https://doi.org/10.1109/hsi55341.2022.9869495"},"language":"en","primary_location":{"id":"doi:10.1109/hsi55341.2022.9869495","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hsi55341.2022.9869495","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 15th International Conference on Human System Interaction (HSI)","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/A5000413445","display_name":"Majid Pourmemar","orcid":null},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Majid Pourmemar","raw_affiliation_strings":["Concordia University,Immersive and Creative Technologies Lab,Department of Computer Science and Software Engineering,Montreal,Canada","Department of Computer Science and Software Engineering, Immersive and Creative Technologies Lab, Concordia University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University,Immersive and Creative Technologies Lab,Department of Computer Science and Software Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Immersive and Creative Technologies Lab, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062819877","display_name":"Yashas Joshi","orcid":"https://orcid.org/0000-0002-2993-0872"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yashas Joshi","raw_affiliation_strings":["Concordia University,Immersive and Creative Technologies Lab,Department of Computer Science and Software Engineering,Montreal,Canada","Department of Computer Science and Software Engineering, Immersive and Creative Technologies Lab, Concordia University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University,Immersive and Creative Technologies Lab,Department of Computer Science and Software Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Immersive and Creative Technologies Lab, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084730486","display_name":"Charalambos Poullis","orcid":"https://orcid.org/0000-0001-5666-5026"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Charalambos Poullis","raw_affiliation_strings":["Concordia University,Immersive and Creative Technologies Lab,Department of Computer Science and Software Engineering,Montreal,Canada","Department of Computer Science and Software Engineering, Immersive and Creative Technologies Lab, Concordia University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University,Immersive and Creative Technologies Lab,Department of Computer Science and Software Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Immersive and Creative Technologies Lab, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":0.1015,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.38587412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"22","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9983000159263611,"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/T10888","display_name":"Augmented Reality Applications","score":0.9983000159263611,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9972000122070312,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.996399998664856,"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/gaze","display_name":"Gaze","score":0.8658151626586914},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7863306999206543},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7355980277061462},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.6616925597190857},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5918340682983398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5087910294532776},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5013768672943115},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4580037593841553}],"concepts":[{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.8658151626586914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7863306999206543},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7355980277061462},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.6616925597190857},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5918340682983398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5087910294532776},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5013768672943115},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4580037593841553},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hsi55341.2022.9869495","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hsi55341.2022.9869495","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 15th International Conference on Human System Interaction (HSI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1990242729","https://openalex.org/W2003714543","https://openalex.org/W2019481214","https://openalex.org/W2030286026","https://openalex.org/W2061781594","https://openalex.org/W2081580037","https://openalex.org/W2090580494","https://openalex.org/W2097298348","https://openalex.org/W2097847611","https://openalex.org/W2109168899","https://openalex.org/W2137864660","https://openalex.org/W2321440299","https://openalex.org/W2370820144","https://openalex.org/W2583638605","https://openalex.org/W2609285553","https://openalex.org/W2751503718","https://openalex.org/W2793972189","https://openalex.org/W2794557536","https://openalex.org/W2891177506","https://openalex.org/W2951833644","https://openalex.org/W2955543954","https://openalex.org/W2964045283","https://openalex.org/W2986805683","https://openalex.org/W2989911375","https://openalex.org/W3022455436","https://openalex.org/W3100699829","https://openalex.org/W3160583301","https://openalex.org/W3212186479","https://openalex.org/W4205444062","https://openalex.org/W4239127880","https://openalex.org/W6749879876","https://openalex.org/W6764869755"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2537963312","https://openalex.org/W2537762514","https://openalex.org/W2349788282","https://openalex.org/W577271088","https://openalex.org/W2120801881","https://openalex.org/W1982853263","https://openalex.org/W1974473538","https://openalex.org/W2020010749","https://openalex.org/W4399144619"],"abstract_inverted_index":{"There":[0],"are":[1],"currently":[2],"limited":[3],"guidelines":[4],"on":[5,19,68,173,193],"designing":[6,22,197],"user":[7,62,111,157],"interfaces":[8],"(UI)":[9],"for":[10,24,47,51,199],"immersive":[11,200],"augmented":[12],"reality":[13],"(AR)":[14],"applications.":[15,202],"Designers":[16],"must":[17],"reflect":[18],"their":[20],"experience":[21],"UI":[23,33,54,198],"desktop":[25],"and":[26,29,80,93,102,109],"mobile":[27],"applications":[28],"conjecture":[30],"how":[31],"a":[32,44,52,156],"will":[34],"influence":[35],"AR":[36,201],"users\u2019":[37,49,129],"performance.":[38],"In":[39],"this":[40,188],"work,":[41],"we":[42],"introduce":[43],"predictive":[45,164],"model":[46,65,136,165],"determining":[48],"performance":[50,73,122,132],"target":[53],"without":[55],"the":[56,91,96,105,117,128,135,142,147,153,162,171,183,190],"subsequent":[57],"involvement":[58],"of":[59,95,141,155,176,185],"participants":[60],"in":[61,90,116,169,196],"studies.":[63],"The":[64,138],"is":[66,98,124,144,189],"trained":[67],"participants\u2019":[69],"responses":[70],"to":[71],"objective":[72],"measures":[74],"such":[75],"as":[76],"consumed":[77],"endurance":[78],"(CE)":[79],"pointing":[81],"time":[82],"(PT)":[83],"using":[84,146],"hierarchical":[85,106,174],"drop-down":[86,107],"menus.":[87],"Large":[88],"variability":[89],"depth":[92],"context":[94],"menus":[97,108,175],"ensured":[99],"by":[100,126],"randomly":[101],"dynamically":[103],"creating":[104],"associated":[110],"tasks":[112],"from":[113],"words":[114],"contained":[115],"lexical":[118],"database":[119],"WordNet.":[120],"Subjective":[121],"bias":[123],"reduced":[125],"incorporating":[127],"non-verbal":[130],"standard":[131],"WAIS-IV":[133],"during":[134],"training.":[137],"semantic":[139],"information":[140],"menu":[143],"encoded":[145],"Universal":[148],"Sentence":[149],"Encoder.":[150],"We":[151],"present":[152],"results":[154],"study":[158],"that":[159,161],"demonstrates":[160],"proposed":[163],"achieves":[166],"high":[167],"accuracy":[168],"predicting":[170,194],"CE":[172,195],"users":[177],"with":[178],"various":[179],"cognitive":[180],"abilities.":[181],"To":[182],"best":[184],"our":[186],"knowledge,":[187],"first":[191],"work":[192]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}