{"id":"https://openalex.org/W7153974682","doi":"https://doi.org/10.1145/3772318.3791805","title":"Modeling Perceived Force of Electrical Muscle Stimulation to Improve User\u2019s Recall","display_name":"Modeling Perceived Force of Electrical Muscle Stimulation to Improve User\u2019s Recall","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7153974682","doi":"https://doi.org/10.1145/3772318.3791805"},"language":null,"primary_location":{"id":"doi:10.1145/3772318.3791805","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791805","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 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3772318.3791805","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117294270","display_name":"Mithil Guruvugari","orcid":null},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mithil Guruvugari","raw_affiliation_strings":["University of Chicago, Chicago, Illinois, USA"],"raw_orcid":"https://orcid.org/0009-0006-6757-3104","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, Illinois, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001522759","display_name":"Romain Nith","orcid":"https://orcid.org/0000-0002-4302-7858"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Romain Nith","raw_affiliation_strings":["University of Chicago, Chicago, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-4302-7858","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, Illinois, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133517910","display_name":"Pedro Lopes","orcid":"https://orcid.org/0000-0001-6527-7084"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pedro Lopes","raw_affiliation_strings":["University of Chicago, Chicago, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0001-6527-7084","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, Illinois, USA","institution_ids":["https://openalex.org/I40347166"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I40347166"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.4531319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10789","display_name":"Interactive and Immersive Displays","score":0.7560999989509583,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.7560999989509583,"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/T10982","display_name":"Motor Control and Adaptation","score":0.07289999723434448,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.0722000002861023,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.8424000144004822},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5964999794960022},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.503000020980835},{"id":"https://openalex.org/keywords/overshoot","display_name":"Overshoot (microwave communication)","score":0.4627000093460083},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.33959999680519104}],"concepts":[{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.8424000144004822},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5964999794960022},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.503000020980835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48500001430511475},{"id":"https://openalex.org/C2780323453","wikidata":"https://www.wikidata.org/wiki/Q7113957","display_name":"Overshoot (microwave communication)","level":2,"score":0.4627000093460083},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4575999975204468},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4075999855995178},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4059000015258789},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.34850001335144043},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.33959999680519104},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.30399999022483826},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3003000020980835},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2906999886035919},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2797999978065491},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772318.3791805","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791805","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 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3772318.3791805","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791805","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 2026 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":0.6871512532234192}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W1601104318","https://openalex.org/W1970701335","https://openalex.org/W1974329625","https://openalex.org/W1978325622","https://openalex.org/W1982175252","https://openalex.org/W2020080451","https://openalex.org/W2023269348","https://openalex.org/W2093318920","https://openalex.org/W2093990877","https://openalex.org/W2099431085","https://openalex.org/W2131129395","https://openalex.org/W2133518248","https://openalex.org/W2141184655","https://openalex.org/W2217371521","https://openalex.org/W2293185693","https://openalex.org/W2294539961","https://openalex.org/W2332263677","https://openalex.org/W2346451802","https://openalex.org/W2405209631","https://openalex.org/W2534783843","https://openalex.org/W2536107374","https://openalex.org/W2538380808","https://openalex.org/W2543960085","https://openalex.org/W2583697100","https://openalex.org/W2597547568","https://openalex.org/W2611884502","https://openalex.org/W2615335072","https://openalex.org/W2677857092","https://openalex.org/W2741677181","https://openalex.org/W2751327048","https://openalex.org/W2756062904","https://openalex.org/W2793179744","https://openalex.org/W2795986681","https://openalex.org/W2796403499","https://openalex.org/W2811116621","https://openalex.org/W2890907900","https://openalex.org/W2908867818","https://openalex.org/W3014005490","https://openalex.org/W3041568026","https://openalex.org/W3090737163","https://openalex.org/W3130199202","https://openalex.org/W3149077676","https://openalex.org/W3161178026","https://openalex.org/W3161806361","https://openalex.org/W3161983576","https://openalex.org/W3165099615","https://openalex.org/W3205583117","https://openalex.org/W3213366838","https://openalex.org/W4200398034","https://openalex.org/W4210277726","https://openalex.org/W4213277309","https://openalex.org/W4220905400","https://openalex.org/W4224228145","https://openalex.org/W4224981179","https://openalex.org/W4284888536","https://openalex.org/W4295923761","https://openalex.org/W4307475967","https://openalex.org/W4313547907","https://openalex.org/W4318263422","https://openalex.org/W4366587894","https://openalex.org/W4391840691","https://openalex.org/W4396832791","https://openalex.org/W4403334437","https://openalex.org/W4409736291","https://openalex.org/W4409746716","https://openalex.org/W4409749527","https://openalex.org/W4409766727","https://openalex.org/W4409767953","https://openalex.org/W4413849252","https://openalex.org/W4414594093","https://openalex.org/W4417523329"],"related_works":[],"abstract_inverted_index":{"Interactive":[0],"electrical-muscle-stimulation":[1],"(EMS)":[2],"supports":[3],"motor-skills":[4],"by":[5,66,145],"actuating":[6],"the":[7,100,134],"user\u2019s":[8],"muscles.":[9],"However,":[10],"existing":[11],"EMS-interfaces":[12,55,93,124],"exclusively":[13],"focus":[14],"on":[15,110],"demonstrating":[16],"movements/sequences":[17],"(e.g.,":[18,39,77],"which":[19],"fingers":[20],"to":[21,23,61,95,122,125],"actuate":[22],"play":[24],"a":[25,57,67,79,85,127],"piano":[26],"melody)":[27],"and":[28],"have":[29],"not":[30],"investigated":[31],"EMS":[32,104],"for":[33,105],"skills":[34],"requiring":[35],"precise":[36],"force":[37,90,129,136,143],"application":[38],"playing":[40],"musical":[41],"instruments,":[42],"practicing":[43],"culinary":[44],"techniques,":[45],"operating":[46],"force-sensitive":[47],"tools).":[48],"Our":[49],"user":[50],"study":[51],"found":[52],"that":[53],"when":[54,131],"demonstrate":[56,97],"force,":[58,64,83],"participants":[59],"trying":[60],"recall":[62,115,144],"this":[63,140],"overshoot":[65],"median":[68,142],"19%;":[69],"with":[70],"especially":[71],"larger":[72],"overshoots":[73],"at":[74],"lower":[75],"target-forces":[76],"produce":[78],"\u223c":[80,146],"1.2":[81],"kg":[82,87],"after":[84],"1":[86],"demonstration).":[88],"This":[89,119],"mismatch":[91],"renders":[92],"unable":[94],"accurately":[96],"forces\u2014drastically":[98],"limiting":[99],"growing":[101],"potential":[102],"of":[103,116],"HCI.":[106],"To":[107],"significantly":[108],"improve":[109],"this,":[111],"we":[112],"modeled":[113],"users\u2019":[114],"EMS-demonstrated":[117],"forces.":[118],"model":[120],"allows":[121],"adjust":[123],"render":[126],"target":[128],"that,":[130],"recalled,":[132],"matches":[133],"intended":[135],"best\u2014in":[137],"our":[138],"study,":[139],"improved":[141],"35%.":[147]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-04-14T00:00:00"}