{"id":"https://openalex.org/W2904797294","doi":"https://doi.org/10.1109/icce-berlin.2018.8576169","title":"A deep learning-based system to track and analyze customer behavior in retail store","display_name":"A deep learning-based system to track and analyze customer behavior in retail store","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2904797294","doi":"https://doi.org/10.1109/icce-berlin.2018.8576169","mag":"2904797294"},"language":"en","primary_location":{"id":"doi:10.1109/icce-berlin.2018.8576169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-berlin.2018.8576169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5057977435","display_name":"Andrea Generosi","orcid":"https://orcid.org/0000-0001-6173-9616"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Generosi","raw_affiliation_strings":["Dep. of Industrial Engineering and Mathematical Sciences, Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Industrial Engineering and Mathematical Sciences, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021008094","display_name":"Silvia Ceccacci","orcid":"https://orcid.org/0000-0001-8916-1262"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Ceccacci","raw_affiliation_strings":["Dep. of Industrial Engineering and Mathematical Sciences, Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Industrial Engineering and Mathematical Sciences, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014709676","display_name":"Maura Mengoni","orcid":"https://orcid.org/0000-0003-2826-7455"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maura Mengoni","raw_affiliation_strings":["Dep. of Industrial Engineering and Mathematical Sciences, Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Industrial Engineering and Mathematical Sciences, Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11536","display_name":"Consumer Retail Behavior Studies","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11536","display_name":"Consumer Retail Behavior Studies","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7284616231918335},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6662143468856812},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.4693411588668823},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.46754589676856995},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4301714301109314},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3479281961917877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3476712107658386}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7284616231918335},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6662143468856812},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.4693411588668823},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.46754589676856995},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4301714301109314},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3479281961917877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3476712107658386},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icce-berlin.2018.8576169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-berlin.2018.8576169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.univpm.it:11566/264466","is_oa":false,"landing_page_url":"http://hdl.handle.net/11566/264466","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:u-pad.unimc.it:11393/300447","is_oa":false,"landing_page_url":"http://hdl.handle.net/11393/300447","pdf_url":null,"source":{"id":"https://openalex.org/S4377196455","display_name":"U-PAD Unimc - Open Digital Publications (University of Macerata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55133342","host_organization_name":"University of Macerata","host_organization_lineage":["https://openalex.org/I55133342"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W158044045","https://openalex.org/W583583424","https://openalex.org/W1987157517","https://openalex.org/W2026588572","https://openalex.org/W2031828545","https://openalex.org/W2063978692","https://openalex.org/W2075456404","https://openalex.org/W2144336601","https://openalex.org/W2153942071","https://openalex.org/W2339680942","https://openalex.org/W2436394355","https://openalex.org/W2468114283","https://openalex.org/W2481681431","https://openalex.org/W2574742418","https://openalex.org/W2747353629","https://openalex.org/W2800593422","https://openalex.org/W2810230146","https://openalex.org/W2982986041","https://openalex.org/W3022556125","https://openalex.org/W6606378378","https://openalex.org/W6731888906","https://openalex.org/W6769831151"],"related_works":["https://openalex.org/W2076845124","https://openalex.org/W2183964146","https://openalex.org/W2379932303","https://openalex.org/W2095239294","https://openalex.org/W3147744369","https://openalex.org/W2062586268","https://openalex.org/W2019582947","https://openalex.org/W3212688212","https://openalex.org/W4300873085","https://openalex.org/W2119956634"],"abstract_inverted_index":{"The":[0],"present":[1],"work":[2],"introduces":[3],"an":[4],"emotional":[5],"tracking":[6],"system":[7,43,67,84],"to":[8,40,50,89],"monitor":[9],"Shopping":[10],"Experience":[11],"at":[12],"different":[13],"touchpoints":[14],"in":[15,45,96],"a":[16,46,75,97],"retail":[17,98],"store,":[18],"based":[19],"on":[20],"the":[21,24,42,66,72,82,91],"elaboration":[22],"of":[23,74,93],"information":[25,63],"extracted":[26],"from":[27],"biometric":[28],"data":[29],"and":[30,53,57],"facial":[31],"expressions.":[32],"A":[33],"preliminary":[34],"test":[35],"has":[36],"been":[37,69],"carried":[38],"out":[39],"determine":[41],"effectiveness":[44],"real":[47],"context":[48],"regarding":[49],"emotion":[51],"detection":[52],"customers'":[54],"sex,":[55],"age":[56],"ethnicity":[58],"discrimination.":[59],"To":[60],"this":[61],"end,":[62],"provided":[64],"by":[65],"have":[68],"compare":[70],"with":[71],"results":[73],"traditional":[76],"video":[77],"analysis.":[78],"Results":[79],"suggest":[80],"that":[81],"proposed":[83],"can":[85],"be":[86],"effectively":[87],"used":[88],"support":[90],"analysis":[92],"customer":[94],"experience":[95],"context.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
