{"id":"https://openalex.org/W4388726611","doi":"https://doi.org/10.1109/gcce59613.2023.10315605","title":"A Low-cost Raspberry Pi and Deep Learning System for Customer Analysis","display_name":"A Low-cost Raspberry Pi and Deep Learning System for Customer Analysis","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4388726611","doi":"https://doi.org/10.1109/gcce59613.2023.10315605"},"language":"en","primary_location":{"id":"doi:10.1109/gcce59613.2023.10315605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce59613.2023.10315605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","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/A5114100204","display_name":"Muhammad Jurej Al Hamdi","orcid":null},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Jurej Al Hamdi","raw_affiliation_strings":["Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","Master of Electrical Engineering Study Program, Universitas Syiah Kuala, Aceh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]},{"raw_affiliation_string":"Master of Electrical Engineering Study Program, Universitas Syiah Kuala, Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093273943","display_name":"Wildan Mumtaz","orcid":"https://orcid.org/0009-0003-7366-8167"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Wildan Mumtaz","raw_affiliation_strings":["Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","Master of Electrical Engineering Study Program, Universitas Syiah Kuala, Aceh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]},{"raw_affiliation_string":"Master of Electrical Engineering Study Program, Universitas Syiah Kuala, Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093273944","display_name":"Nizam Albar","orcid":null},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nizam Albar","raw_affiliation_strings":["Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","Master of Electrical Engineering Study Program, Universitas Syiah Kuala, Aceh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]},{"raw_affiliation_string":"Master of Electrical Engineering Study Program, Universitas Syiah Kuala, Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093273945","display_name":"Teuku Abrar Mifta","orcid":null},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Teuku Abrar Mifta","raw_affiliation_strings":["Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","Master of Electrical Engineering Study Program, Universitas Syiah Kuala, Aceh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]},{"raw_affiliation_string":"Master of Electrical Engineering Study Program, Universitas Syiah Kuala, Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093273946","display_name":"Jamalur Ridha","orcid":null},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Jamalur Ridha","raw_affiliation_strings":["Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","Master of Electrical Engineering Study Program, Universitas Syiah Kuala, Aceh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]},{"raw_affiliation_string":"Master of Electrical Engineering Study Program, Universitas Syiah Kuala, Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089411412","display_name":"Kahlil Muchtar","orcid":"https://orcid.org/0000-0001-5740-1938"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kahlil Muchtar","raw_affiliation_strings":["Universitas Syiah Kuala Telematics Research Center (TRC) Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","Master of Electrical Engineering Study Program, Universitas Syiah Kuala Telematics Research Center (TRC) Universitas Syiah Kuala, Aceh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala Telematics Research Center (TRC) Universitas Syiah Kuala,Master of Electrical Engineering Study Program,Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]},{"raw_affiliation_string":"Master of Electrical Engineering Study Program, Universitas Syiah Kuala Telematics Research Center (TRC) Universitas Syiah Kuala, Aceh, Indonesia","institution_ids":["https://openalex.org/I187494767"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I187494767"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22593053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"328","last_page":"329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9858999848365784,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/raspberry-pi","display_name":"Raspberry pi","score":0.93915855884552},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.8875542879104614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6903862357139587},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44226643443107605},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.4196022152900696},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3352345824241638},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26177978515625},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.23973658680915833}],"concepts":[{"id":"https://openalex.org/C2985745059","wikidata":"https://www.wikidata.org/wiki/Q245","display_name":"Raspberry pi","level":3,"score":0.93915855884552},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.8875542879104614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6903862357139587},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44226643443107605},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.4196022152900696},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3352345824241638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26177978515625},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.23973658680915833},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce59613.2023.10315605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce59613.2023.10315605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335551","display_name":"Erasmus+","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2963163009","https://openalex.org/W2964754361","https://openalex.org/W4293428553"],"related_works":["https://openalex.org/W4237171675","https://openalex.org/W3036286480","https://openalex.org/W3192357901","https://openalex.org/W2387360586","https://openalex.org/W4287027631","https://openalex.org/W2952736415","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W2883297582","https://openalex.org/W4388726611"],"abstract_inverted_index":{"Knowing":[0],"what":[1],"customer\u2019s":[2],"interest":[3],"when":[4],"they":[5],"visit":[6],"a":[7,26,35,76],"store":[8,36],"may":[9],"help":[10],"them":[11],"increasing":[12],"its":[13],"efficiency":[14],"and":[15,86,128,150],"turnover.":[16],"Using":[17],"current":[18],"technology":[19],"advancements,":[20],"this":[21],"project":[22],"intends":[23],"to":[24,42,75,98],"create":[25],"system":[27,54,65,97],"that":[28],"recognizes":[29],"the":[30,46,58,88,96,103,107],"presence":[31],"of":[32,125,147],"consumers":[33],"visiting":[34],"by":[37],"constructing":[38],"designated":[39],"bounding":[40,111],"boxes":[41],"compute":[43],"how":[44],"long":[45],"client":[47],"stays":[48],"in":[49,82,102,113,129],"each":[50,83],"retail":[51],"area.":[52],"Our":[53],"was":[55],"developed":[56],"utilizing":[57],"COCO":[59],"dataset":[60],"using":[61],"SSD":[62],"MobileNet":[63],"V2":[64],"based":[66],"on":[67],"Raspberry":[68,71],"Pi.":[69],"The":[70],"Pi":[72],"is":[73],"linked":[74],"camera,":[77],"which":[78],"records":[79],"customer":[80],"activity":[81],"indicated":[84],"location":[85],"calculates":[87],"customer's":[89],"time":[90,123,139],"spent.":[91],"A":[92],"low-cost":[93],"specification":[94],"allows":[95],"be":[99],"easily":[100],"implemented":[101],"real":[104],"environment.":[105],"From":[106],"simulations":[108],"with":[109,120,136,144],"two":[110],"boxes,":[112],"region":[114,130],"1":[115],"there":[116,132],"are":[117,133],"7":[118],"people":[119,135],"an":[121,137,145],"average":[122,138],"spent":[124,140],"12":[126],"seconds":[127,143],"2":[131],"13":[134],"reaching":[141],"20":[142],"accuracy":[146],"87.5":[148],"percent":[149],"70":[151],"percent,":[152],"respectively.":[153]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
