{"id":"https://openalex.org/W4304140574","doi":"https://doi.org/10.1109/icac55051.2022.9911112","title":"A Conceptual Framework of Adaptive AR-Based Digital Guidance System for High-Mix Low-Volume Manual Assembly","display_name":"A Conceptual Framework of Adaptive AR-Based Digital Guidance System for High-Mix Low-Volume Manual Assembly","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W4304140574","doi":"https://doi.org/10.1109/icac55051.2022.9911112"},"language":"en","primary_location":{"id":"doi:10.1109/icac55051.2022.9911112","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icac55051.2022.9911112","pdf_url":null,"source":{"id":"https://openalex.org/S4363608428","display_name":"2022 27th International Conference on Automation and Computing (ICAC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 27th International Conference on Automation and Computing (ICAC)","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/A5077189838","display_name":"Zhi Lon Gan","orcid":"https://orcid.org/0000-0002-9723-0552"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]},{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB","MY"],"is_corresponding":true,"raw_author_name":"Zhi Lon Gan","raw_affiliation_strings":["University of Malaya,Faculty of Engineering,Department of Mechanical Engineering,Kuala Lumpur,Malaysia","Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","College of Engineering and Physical Sciences, Aston University, Birmingham, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Malaya,Faculty of Engineering,Department of Mechanical Engineering,Kuala Lumpur,Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"College of Engineering and Physical Sciences, Aston University, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I169199633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071449451","display_name":"Siti Nurmaya Musa","orcid":"https://orcid.org/0000-0002-5165-4106"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"S. Nurmaya Musa","raw_affiliation_strings":["University of Malaya,Faculty of Engineering,Department of Mechanical Engineering,Kuala Lumpur,Malaysia","Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"University of Malaya,Faculty of Engineering,Department of Mechanical Engineering,Kuala Lumpur,Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068725566","display_name":"Hwa Jen Yap","orcid":"https://orcid.org/0000-0001-7637-9297"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hwa Jen Yap","raw_affiliation_strings":["University of Malaya,Faculty of Engineering,Department of Mechanical Engineering,Kuala Lumpur,Malaysia","Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"University of Malaya,Faculty of Engineering,Department of Mechanical Engineering,Kuala Lumpur,Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100755357","display_name":"Chao Liu","orcid":"https://orcid.org/0000-0001-7261-3832"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chao Liu","raw_affiliation_strings":["University of Malaya,Faculty of Engineering,Department of Mechanical Engineering,Kuala Lumpur,Malaysia","Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"University of Malaya,Faculty of Engineering,Department of Mechanical Engineering,Kuala Lumpur,Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036328326","display_name":"Yuchun Xu","orcid":"https://orcid.org/0000-0001-6388-813X"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Yuchun Xu","raw_affiliation_strings":["University of Malaya,Faculty of Engineering,Department of Mechanical Engineering,Kuala Lumpur,Malaysia","Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"University of Malaya,Faculty of Engineering,Department of Mechanical Engineering,Kuala Lumpur,Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077189838"],"corresponding_institution_ids":["https://openalex.org/I169199633","https://openalex.org/I33849332"],"apc_list":null,"apc_paid":null,"fwci":0.0602,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.27948096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9986000061035156,"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":0.9986000061035156,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9742000102996826,"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":0.697236180305481},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6522362232208252},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.494973361492157},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.48963648080825806},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47557368874549866},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34300488233566284},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.2424001693725586},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15839770436286926},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10012122988700867}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.697236180305481},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6522362232208252},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.494973361492157},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.48963648080825806},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47557368874549866},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34300488233566284},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2424001693725586},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15839770436286926},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10012122988700867},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icac55051.2022.9911112","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icac55051.2022.9911112","pdf_url":null,"source":{"id":"https://openalex.org/S4363608428","display_name":"2022 27th International Conference on Automation and Computing (ICAC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 27th International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1592677258","https://openalex.org/W1655531766","https://openalex.org/W2004407347","https://openalex.org/W2012705961","https://openalex.org/W2032260078","https://openalex.org/W2067346796","https://openalex.org/W2070294837","https://openalex.org/W2082142753","https://openalex.org/W2097117101","https://openalex.org/W2254375411","https://openalex.org/W2281805306","https://openalex.org/W2285643128","https://openalex.org/W2533263101","https://openalex.org/W2612374285","https://openalex.org/W2612680006","https://openalex.org/W2765371122","https://openalex.org/W2787114504","https://openalex.org/W2949318366","https://openalex.org/W2957619227","https://openalex.org/W2991403870","https://openalex.org/W3005955359","https://openalex.org/W3014699476","https://openalex.org/W3028456733","https://openalex.org/W3048035803","https://openalex.org/W3120472694","https://openalex.org/W3160709389","https://openalex.org/W4254068085"],"related_works":["https://openalex.org/W2081647779","https://openalex.org/W2108237372","https://openalex.org/W4237750775","https://openalex.org/W3128051602","https://openalex.org/W3217387898","https://openalex.org/W2370597599","https://openalex.org/W1975570126","https://openalex.org/W2963891724","https://openalex.org/W2319467001","https://openalex.org/W3128358553"],"abstract_inverted_index":{"In":[0],"a":[1,77,103,181],"high-mix,":[2],"low-volume":[3],"(HMLV)":[4],"manufacturing":[5],"environment,":[6],"operators":[7],"had":[8],"long":[9],"relied":[10],"on":[11,119],"paper":[12,91],"instructions":[13],"to":[14,138,146,184],"identify":[15],"product":[16,140,159],"variations,":[17],"which":[18,101],"have":[19,67],"cognitive":[20],"disadvantages":[21],"that":[22,76],"digital":[23,188],"assembly":[24,88,105,113,123,132],"guidance":[25,80,84,189],"and":[26,43,59,128,142],"assistance":[27],"systems":[28,36,176],"addressed.":[29],"Together":[30],"with":[31],"AR":[32,71,83],"technology,":[33],"the":[34,54,60,120,163],"digitalised":[35],"are":[37],"used":[38],"in":[39,144,166],"guiding,":[40],"training,":[41],"designing":[42],"planning":[44],"manual":[45],"assembly.":[46],"However,":[47],"their":[48],"implementation":[49],"faces":[50],"challenges":[51],"arising":[52],"from":[53],"high":[55],"variation":[56,141],"of":[57,122,174],"products":[58],"authoring":[61],"expertise":[62],"required.":[63],"As":[64],"easy":[65],"tasks":[66,110],"negligible":[68],"benefit":[69],"under":[70],"guidance,":[72],"it":[73],"is":[74,115,136],"proposed":[75,137,182],"multi-mode":[78,104],"adaptive":[79,187],"system":[81,107],"use":[82],"only":[85],"at":[86],"necessary":[87],"steps.":[89],"This":[90],"proposes":[92],"an":[93,186],"Adaptive":[94],"Digital":[95],"Guidance":[96],"System":[97],"for":[98,108,169],"HMLV":[99],"manufacturing,":[100],"includes":[102],"assist":[106],"varying":[109],"complexity.":[111,130],"The":[112,131,152],"information":[114,133],"shown":[116],"adaptively":[117],"based":[118],"type":[121],"process,":[124],"user":[125],"experience":[126,154],"level,":[127],"task":[129,167],"manager":[134],"application":[135],"track":[139],"complexity":[143],"order":[145],"recommend":[147],"appropriate":[148],"instructional":[149],"visual":[150],"assets.":[151],"operator\u2019s":[153],"profile":[155],"will":[156,177],"group":[157],"similar":[158],"variations":[160],"while":[161],"tracking":[162],"user\u2019s":[164],"improvement":[165],"performance":[168],"each":[170],"variant.":[171],"Finally,":[172],"all":[173],"these":[175],"be":[178],"integrated":[179],"into":[180],"framework":[183],"create":[185],"system.":[190]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}