{"id":"https://openalex.org/W3026095252","doi":"https://doi.org/10.1145/3374135.3385322","title":"Attention Patterns Detection using Brain Computer Interfaces","display_name":"Attention Patterns Detection using Brain Computer Interfaces","publication_year":2020,"publication_date":"2020-04-02","ids":{"openalex":"https://openalex.org/W3026095252","doi":"https://doi.org/10.1145/3374135.3385322","mag":"3026095252"},"language":"en","primary_location":{"id":"doi:10.1145/3374135.3385322","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3374135.3385322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 ACM Southeast Conference","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2005.11151","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003543685","display_name":"Felix G. Hamza-Lup","orcid":"https://orcid.org/0000-0002-8532-4228"},"institutions":[{"id":"https://openalex.org/I39815113","display_name":"Georgia Southern University","ror":"https://ror.org/04agmb972","country_code":"US","type":"education","lineage":["https://openalex.org/I39815113"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Felix G. Hamza-Lup","raw_affiliation_strings":["Georgia Southern University, Savannah, GA, USA","Georgia Southern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Southern University, Savannah, GA, USA","institution_ids":["https://openalex.org/I39815113"]},{"raw_affiliation_string":"Georgia Southern University","institution_ids":["https://openalex.org/I39815113"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Aditya Suri","orcid":null},"institutions":[{"id":"https://openalex.org/I39815113","display_name":"Georgia Southern University","ror":"https://ror.org/04agmb972","country_code":"US","type":"education","lineage":["https://openalex.org/I39815113"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aditya Suri","raw_affiliation_strings":["Georgia Southern University, Statesboro, GA, USA","Georgia Southern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Southern University, Statesboro, GA, USA","institution_ids":["https://openalex.org/I39815113"]},{"raw_affiliation_string":"Georgia Southern University","institution_ids":["https://openalex.org/I39815113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060251635","display_name":"Ionut E. Iacob","orcid":"https://orcid.org/0000-0003-3641-0194"},"institutions":[{"id":"https://openalex.org/I39815113","display_name":"Georgia Southern University","ror":"https://ror.org/04agmb972","country_code":"US","type":"education","lineage":["https://openalex.org/I39815113"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ionut E. Iacob","raw_affiliation_strings":["Georgia Southern University, Statesboro, GA, USA","Georgia Southern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Southern University, Statesboro, GA, USA","institution_ids":["https://openalex.org/I39815113"]},{"raw_affiliation_string":"Georgia Southern University","institution_ids":["https://openalex.org/I39815113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080733363","display_name":"Ioana Raluca Goldbach","orcid":"https://orcid.org/0000-0003-2705-9216"},"institutions":[{"id":"https://openalex.org/I4210100492","display_name":"Valahia University of Targoviste","ror":"https://ror.org/00ywqar95","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210100492"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ioana R. Goldbach","raw_affiliation_strings":["Valahia University of Targoviste, Targoviste, DB, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Valahia University of Targoviste, Targoviste, DB, Romania","institution_ids":["https://openalex.org/I4210100492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017185773","display_name":"Lateef Rasheed","orcid":null},"institutions":[{"id":"https://openalex.org/I39815113","display_name":"Georgia Southern University","ror":"https://ror.org/04agmb972","country_code":"US","type":"education","lineage":["https://openalex.org/I39815113"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lateef Rasheed","raw_affiliation_strings":["Georgia Southern University, Statesboro, GA, USA","Georgia Southern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Southern University, Statesboro, GA, USA","institution_ids":["https://openalex.org/I39815113"]},{"raw_affiliation_string":"Georgia Southern University","institution_ids":["https://openalex.org/I39815113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040804418","display_name":"Paul Nicolae Borza","orcid":"https://orcid.org/0000-0003-2255-7427"},"institutions":[{"id":"https://openalex.org/I3123573182","display_name":"Transylvania University of Bra\u0219ov","ror":"https://ror.org/01cg9ws23","country_code":"RO","type":"education","lineage":["https://openalex.org/I3123573182"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Paul N. Borza","raw_affiliation_strings":["Transilvania University of Brasov, Brasov BV, Romania","Transilvania University of Bra\u0219ov"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transilvania University of Brasov, Brasov BV, Romania","institution_ids":["https://openalex.org/I3123573182"]},{"raw_affiliation_string":"Transilvania University of Bra\u0219ov","institution_ids":["https://openalex.org/I3123573182"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04915536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"303","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9944000244140625,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9896000027656555,"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/computer-science","display_name":"Computer science","score":0.7409418821334839},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7180293798446655},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5826886296272278},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5584701895713806},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5536245107650757},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.5378021597862244},{"id":"https://openalex.org/keywords/brain-waves","display_name":"Brain waves","score":0.5335652828216553},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5103186964988708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4867691993713379},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.4467235803604126},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4390663206577301},{"id":"https://openalex.org/keywords/human-brain","display_name":"Human brain","score":0.4251474142074585},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.414320170879364},{"id":"https://openalex.org/keywords/breathing","display_name":"Breathing","score":0.4142484664916992},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.21824130415916443},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11817950010299683},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10630688071250916}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7409418821334839},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7180293798446655},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5826886296272278},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5584701895713806},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5536245107650757},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.5378021597862244},{"id":"https://openalex.org/C2986798296","wikidata":"https://www.wikidata.org/wiki/Q60442","display_name":"Brain waves","level":3,"score":0.5335652828216553},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5103186964988708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4867691993713379},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.4467235803604126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4390663206577301},{"id":"https://openalex.org/C2777670902","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Human brain","level":2,"score":0.4251474142074585},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.414320170879364},{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.4142484664916992},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.21824130415916443},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11817950010299683},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10630688071250916},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3374135.3385322","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3374135.3385322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 ACM Southeast Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2005.11151","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.11151","pdf_url":"https://arxiv.org/pdf/2005.11151","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"mag:3026095252","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2005.11151.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2005.11151","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2005.11151","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2005.11151","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.11151","pdf_url":"https://arxiv.org/pdf/2005.11151","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3026095252.pdf","grobid_xml":"https://content.openalex.org/works/W3026095252.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W1987347308","https://openalex.org/W2595519346"],"related_works":["https://openalex.org/W3032228239","https://openalex.org/W3169205789","https://openalex.org/W1936852542","https://openalex.org/W2186889660","https://openalex.org/W3200383659","https://openalex.org/W2914407050","https://openalex.org/W2595577338","https://openalex.org/W3018883994","https://openalex.org/W3167722165","https://openalex.org/W2469029678","https://openalex.org/W1517865183","https://openalex.org/W2754509721","https://openalex.org/W2897340145","https://openalex.org/W2770384163","https://openalex.org/W3138374786","https://openalex.org/W2229901666","https://openalex.org/W2203548810","https://openalex.org/W3004568066","https://openalex.org/W3121810080","https://openalex.org/W3157519853"],"abstract_inverted_index":{"The":[0],"human":[1,75],"brain":[2,89,96],"provides":[3],"a":[4,69,88],"range":[5],"of":[6,15,25,94,115],"functions":[7],"such":[8],"as":[9],"expressing":[10],"emotions,":[11],"controlling":[12],"the":[13,23,101,113],"rate":[14],"breathing,":[16],"etc.,":[17],"and":[18,37,73,78,99],"its":[19],"study":[20],"has":[21],"attracted":[22],"interest":[24],"scientists":[26],"for":[27],"many":[28],"years.":[29],"As":[30],"machine":[31],"learning":[32],"models":[33],"become":[34],"more":[35,41],"sophisticated,":[36],"biometric":[38,57],"data":[39,58],"becomes":[40,49],"readily":[42],"available":[43],"through":[44],"new":[45],"non-invasive":[46],"technologies,":[47],"it":[48],"increasingly":[50],"possible":[51],"to":[52,55,71,111],"gain":[53],"access":[54],"interesting":[56],"that":[59],"could":[60],"revolutionize":[61],"Human-Computer":[62],"Interaction.":[63],"In":[64,83],"this":[65],"research,":[66],"we":[67,86],"propose":[68],"method":[70],"assess":[72],"quantify":[74],"attention":[76],"levels":[77],"their":[79],"effects":[80],"on":[81],"learning.":[82],"our":[84],"study,":[85],"employ":[87],"computer":[90],"interface":[91],"(BCI)":[92],"capable":[93],"detecting":[95],"wave":[97],"activity":[98,116],"displaying":[100],"corresponding":[102],"electroencephalograms":[103],"(EEG).":[104],"We":[105],"train":[106],"recurrent":[107],"neural":[108],"networks":[109],"(RNNS)":[110],"identify":[112],"type":[114],"an":[117],"individual":[118],"is":[119],"performing.":[120]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}