{"id":"https://openalex.org/W4405305639","doi":"https://doi.org/10.1109/ipin62893.2024.10786156","title":"Towards Ubiquitous IPS: Leveraging Crowdsourced Data Accumulation Over Time to Alleviate Reliance on External Sources in Initial Fingerprinting Map Generation","display_name":"Towards Ubiquitous IPS: Leveraging Crowdsourced Data Accumulation Over Time to Alleviate Reliance on External Sources in Initial Fingerprinting Map Generation","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4405305639","doi":"https://doi.org/10.1109/ipin62893.2024.10786156"},"language":"en","primary_location":{"id":"doi:10.1109/ipin62893.2024.10786156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipin62893.2024.10786156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 14th International Conference on Indoor Positioning and Indoor Navigation (IPIN)","raw_type":"proceedings-article"},"type":"article","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/A5055631470","display_name":"Ahmed Mansour","orcid":"https://orcid.org/0000-0002-9840-7030"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ahmed Mansour","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Land Surveying and Geo-Informatics,Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Land Surveying and Geo-Informatics,Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100329153","display_name":"Wu Chen","orcid":"https://orcid.org/0000-0002-1787-5191"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wu Chen","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Land Surveying and Geo-Informatics,Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Land Surveying and Geo-Informatics,Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36067975,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9631999731063843,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9631999731063843,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9488999843597412,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9363999962806702,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7479332685470581},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.49333348870277405},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.4603898227214813},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4389869272708893},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.26318901777267456},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22197937965393066}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7479332685470581},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.49333348870277405},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.4603898227214813},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4389869272708893},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.26318901777267456},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22197937965393066}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipin62893.2024.10786156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipin62893.2024.10786156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 14th International Conference on Indoor Positioning and Indoor Navigation (IPIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2166315077","https://openalex.org/W2762342550","https://openalex.org/W2789885793","https://openalex.org/W2979325071","https://openalex.org/W2983691577","https://openalex.org/W3019515151","https://openalex.org/W3214953730","https://openalex.org/W4307190166","https://openalex.org/W4312835433"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948"],"abstract_inverted_index":{"The":[0,172],"rising":[1],"demand":[2],"for":[3,11,19,83,93],"location-based":[4],"services":[5],"(LBS)":[6],"underscores":[7],"the":[8,30,49,74,81,91,101,128,148,169,178,183],"critical":[9],"need":[10,92],"accurate":[12],"and":[13,52,60,96,150,167,181],"ubiquitous":[14,132],"indoor":[15],"positioning":[16,35],"systems,":[17],"essential":[18],"supporting":[20],"a":[21,66,131],"wide":[22],"array":[23],"of":[24,54,76,103,130,153],"applications":[25],"across":[26],"various":[27],"industries.":[28],"Over":[29],"past":[31],"two":[32],"decades,":[33],"fingerprinting-based":[34],"methods":[36],"utilizing":[37],"pervasive":[38,174],"WiFi":[39,155],"received":[40],"signal":[41],"strength":[42],"measurements":[43],"have":[44],"provided":[45],"enhanced":[46],"solutions.":[47],"However,":[48],"manual":[50],"creation":[51,75],"maintenance":[53],"fingerprinting":[55],"databases":[56],"are":[57],"highly":[58],"labor-intensive":[59],"significantly":[61],"limit":[62],"scalability.":[63],"Crowdsourcing":[64],"offers":[65],"scalable":[67],"solution":[68],"by":[69],"engaging":[70],"regular":[71],"users":[72],"in":[73,90],"offline":[77,105],"databases,":[78],"thus":[79],"eliminating":[80],"necessity":[82],"expert":[84],"involvement.":[85],"Despite":[86],"this,":[87],"challenges":[88],"remain":[89],"localization":[94,180],"adjustments":[95],"calibration":[97],"sources":[98],"to":[99,145,158,165],"ensure":[100],"generation":[102],"reliable":[104],"databases.":[106],"Most":[107],"studies":[108],"depend":[109],"on":[110],"external":[111],"sources,":[112],"such":[113],"as":[114,160],"floor":[115],"plans,":[116],"deployed":[117],"anchor":[118,175],"nodes,":[119],"or":[120],"feedback":[121],"from":[122],"active":[123],"users,":[124],"which":[125],"can":[126],"impede":[127],"development":[129],"system.":[133],"In":[134],"this":[135],"paper,":[136],"we":[137],"propose":[138],"leveraging":[139],"crowdsourced":[140,170],"data":[141],"accumulated":[142],"over":[143],"time":[144],"automatically":[146],"infer":[147],"positions,":[149],"propagation":[151],"characteristics":[152],"fixed":[154],"access":[156],"points":[157],"act":[159],"anchors":[161],"with":[162],"known":[163],"locations":[164],"align":[166],"calibrate":[168],"traces.":[171],"inferred":[173],"nodes":[176],"improved":[177],"fingerprints":[179],"expanded":[182],"radio":[184],"map":[185],"coverage.":[186]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}