{"id":"https://openalex.org/W4403577894","doi":"https://doi.org/10.1145/3627673.3679564","title":"Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks","display_name":"Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks","publication_year":2024,"publication_date":"2024-10-20","ids":{"openalex":"https://openalex.org/W4403577894","doi":"https://doi.org/10.1145/3627673.3679564"},"language":"en","primary_location":{"id":"doi:10.1145/3627673.3679564","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627673.3679564","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 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3627673.3679564","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087344913","display_name":"Jinkun Han","orcid":"https://orcid.org/0000-0002-4390-6465"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinkun Han","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0002-4390-6465","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318387","display_name":"Wei Li","orcid":"https://orcid.org/0000-0003-1837-4759"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Li","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0003-1837-4759","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046635673","display_name":"Yingshu Li","orcid":"https://orcid.org/0000-0002-1906-7112"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingshu Li","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0002-1906-7112","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072627238","display_name":"Zhipeng Cai","orcid":"https://orcid.org/0000-0001-6017-975X"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhipeng Cai","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0001-6017-975X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181565077"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"778","last_page":"788"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9966999888420105,"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":0.9966999888420105,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9624999761581421,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9487000107765198,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.6871504783630371},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6244563460350037},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5746204257011414},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49481266736984253},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4688723385334015},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.41651687026023865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4070608615875244},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3709801435470581},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.28490757942199707},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.21432536840438843},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18641161918640137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6871504783630371},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6244563460350037},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5746204257011414},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49481266736984253},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4688723385334015},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.41651687026023865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4070608615875244},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3709801435470581},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.28490757942199707},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.21432536840438843},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18641161918640137},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":2,"locations":[{"id":"doi:10.1145/3627673.3679564","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627673.3679564","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 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2501.02671","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.02671","pdf_url":"https://arxiv.org/pdf/2501.02671","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3627673.3679564","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627673.3679564","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 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1789084856","display_name":"Collaborative Research: IUSE: EDU: The AI Voyage: Integrating AI Literacy into Computer Science Curricula with Accessible Hands-On Learning Activities","funder_award_id":"2416872","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4354139244","display_name":"Collaborative Research: SaTC: EDU: Fire and ICE: Raising Security Awareness through Experiential Learning Activities for Building Trustworthy Deep Learning-based Applications","funder_award_id":"2244219","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G551916812","display_name":"Collaborative Research: IUSE: EDU: Innovative and Inclusive Undergraduate XR Engineering Education to Cultivate Future Metaverse Workforce","funder_award_id":"2315596","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6193564845","display_name":"CyberCorps Scholarship for Service: Cybersecurity Workforce Preparation in the Age of Artificial Intelligence","funder_award_id":"2146497","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8726838997","display_name":"Collaborative Research: NeTS: Small: A Privacy-Aware Human-Centered QoE Assessment Framework for Immersive Videos","funder_award_id":"2343619","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W144187005","https://openalex.org/W1493340768","https://openalex.org/W1867700327","https://openalex.org/W2013253971","https://openalex.org/W2054141820","https://openalex.org/W2117539524","https://openalex.org/W2134726061","https://openalex.org/W2503212997","https://openalex.org/W2605350416","https://openalex.org/W2747329762","https://openalex.org/W2789758093","https://openalex.org/W2913754224","https://openalex.org/W2970602317","https://openalex.org/W2977321575","https://openalex.org/W3035405592","https://openalex.org/W3080253043","https://openalex.org/W3125415690","https://openalex.org/W3131318543","https://openalex.org/W3136994693","https://openalex.org/W3199328271","https://openalex.org/W4205390421","https://openalex.org/W4210584213","https://openalex.org/W4211170405","https://openalex.org/W4212929379","https://openalex.org/W4223434129","https://openalex.org/W4234971943","https://openalex.org/W4254557128","https://openalex.org/W4283794225","https://openalex.org/W4285011618","https://openalex.org/W4306316916","https://openalex.org/W4306316992","https://openalex.org/W6680014788"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4323929055"],"abstract_inverted_index":{"Current":[0],"recommendation":[1,28,122],"systems":[2],"recommend":[3],"goods":[4],"by":[5],"considering":[6],"users'":[7,33,52],"historical":[8],"behaviors,":[9],"social":[10],"relations,":[11],"ratings,":[12],"and":[13,71,110],"other":[14],"multi-modals.":[15],"Although":[16],"outdated":[17],"user":[18],"information":[19],"presents":[20],"the":[21,32,38,84,93,120,124],"trends":[22],"of":[23,40,63,68,86,95,126],"a":[24,60,100],"user's":[25],"interests,":[26],"no":[27],"system":[29],"can":[30],"know":[31],"real-time":[34,53],"thoughts":[35,54],"indeed.":[36],"With":[37],"development":[39],"brain-computer":[41],"interfaces,":[42],"it":[43],"is":[44,59,75,128],"time":[45],"to":[46,83],"explore":[47,92],"next-generation":[48],"recommenders":[49],"that":[50],"show":[51],"without":[55],"delay.":[56],"Electroencephalography":[57],"(EEG)":[58],"promising":[61],"method":[62],"collecting":[64],"brain":[65,89],"signals":[66],"because":[67],"its":[69],"convenience":[70],"mobility.":[72],"Currently,":[73],"there":[74],"only":[76],"few":[77],"research":[78],"on":[79],"EEG-based":[80,96],"recommendations":[81],"due":[82],"complexity":[85],"learning":[87],"human":[88],"activity.":[90],"To":[91],"utility":[94],"recommendation,":[97],"we":[98],"propose":[99],"novel":[101],"neural":[102],"network":[103],"model,":[104],"QUARK,":[105],"combining":[106],"Quantum":[107],"Cognition":[108],"Theory":[109],"Graph":[111],"Convolutional":[112],"Networks":[113],"for":[114],"accurate":[115],"item":[116],"recommendations.":[117],"Compared":[118],"with":[119],"state-of-the-art":[121],"models,":[123],"superiority":[125],"QUARK":[127],"confirmed":[129],"via":[130],"extensive":[131],"experiments.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2024-10-20T00:00:00"}