{"id":"https://openalex.org/W1980884867","doi":"https://doi.org/10.1109/percom.2014.6813953","title":"Analysis methods for extracting knowledge from large-scale WiFi monitoring to inform building facility planning","display_name":"Analysis methods for extracting knowledge from large-scale WiFi monitoring to inform building facility planning","publication_year":2014,"publication_date":"2014-03-01","ids":{"openalex":"https://openalex.org/W1980884867","doi":"https://doi.org/10.1109/percom.2014.6813953","mag":"1980884867"},"language":"en","primary_location":{"id":"doi:10.1109/percom.2014.6813953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percom.2014.6813953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Pervasive Computing and Communications (PerCom)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://pure.au.dk/portal/en/publications/27ccdc17-5fed-4658-af3a-5bb6a48f88bb","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088427748","display_name":"Antonio J. Ruiz-Ruiz","orcid":null},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio J. Ruiz-Ruiz","raw_affiliation_strings":["Department of Computer Engineering, University of Murcia, Spain","Dept. of Computer Engineering, University of Murcia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]},{"raw_affiliation_string":"Dept. of Computer Engineering, University of Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012067225","display_name":"Henrik Blunck","orcid":"https://orcid.org/0000-0001-6838-3800"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Henrik Blunck","raw_affiliation_strings":["Department of Computer Science, Aarhus University, Denmark","Dept. of Computer Science, Aarhus University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Dept. of Computer Science, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025519822","display_name":"Thor Siiger Prentow","orcid":null},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Thor S. Prentow","raw_affiliation_strings":["Department of Computer Science, Aarhus University, Denmark","Dept. of Computer Science, Aarhus University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Dept. of Computer Science, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071371562","display_name":"Allan Stisen","orcid":"https://orcid.org/0000-0002-4464-7178"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Allan Stisen","raw_affiliation_strings":["Department of Computer Science, Aarhus University, Denmark","Dept. of Computer Science, Aarhus University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Dept. of Computer Science, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034655219","display_name":"Mikkel Baun Kj\u00e6rgaard","orcid":"https://orcid.org/0000-0001-5124-744X"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Mikkel B. Kjaergaard","raw_affiliation_strings":["Dept. of Computer Science, Aarhus University, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Aarhus University, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.7214,"has_fulltext":false,"cited_by_count":108,"citation_normalized_percentile":{"value":0.99693613,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.998199999332428,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.998199999332428,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9861999750137329,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9855999946594238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.652315616607666},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6175254583358765},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38795435428619385},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11386603116989136},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07465481758117676}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.652315616607666},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6175254583358765},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38795435428619385},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11386603116989136},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07465481758117676}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/percom.2014.6813953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percom.2014.6813953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Pervasive Computing and Communications (PerCom)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/27ccdc17-5fed-4658-af3a-5bb6a48f88bb","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/27ccdc17-5fed-4658-af3a-5bb6a48f88bb","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/27ccdc17-5fed-4658-af3a-5bb6a48f88bb","is_oa":true,"landing_page_url":"http://ieeexplore.ieee.org.ez.statsbiblioteket.dk:2048/search/searchresult.jsp?newsearch=true&queryText=.QT.Analysis+Methods+for+Extracting+Knowledge+from+Large-Scale+WiFi+Monitoring+to+Inform+Building+Facility+Planning.QT.","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/27ccdc17-5fed-4658-af3a-5bb6a48f88bb","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/27ccdc17-5fed-4658-af3a-5bb6a48f88bb","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W156040957","https://openalex.org/W1570448133","https://openalex.org/W1591399329","https://openalex.org/W1970849344","https://openalex.org/W1975804880","https://openalex.org/W1980790517","https://openalex.org/W2009524309","https://openalex.org/W2021506766","https://openalex.org/W2023646352","https://openalex.org/W2044900827","https://openalex.org/W2062475494","https://openalex.org/W2069719625","https://openalex.org/W2105281760","https://openalex.org/W2121868539","https://openalex.org/W2126168722","https://openalex.org/W2133990480","https://openalex.org/W2138246356","https://openalex.org/W2138884820","https://openalex.org/W2151504553","https://openalex.org/W2160494326","https://openalex.org/W2162231928","https://openalex.org/W2164297046","https://openalex.org/W2164527992","https://openalex.org/W2167215631","https://openalex.org/W2170102584","https://openalex.org/W2761722328","https://openalex.org/W3122499222"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,75,170],"optimization":[1],"of":[2,59,84,96,104,120,138,218,240],"logistics":[3],"in":[4,71,178],"large":[5,57,72,162],"building":[6,73,110,220],"complexes":[7],"with":[8],"many":[9],"resources,":[10],"such":[11,126],"as":[12,127,247],"hospitals,":[13],"require":[14],"realistic":[15,40],"facility":[16,44,67],"management":[17,68],"and":[18,32,69,86,100,107,112,115,145,235,237,252],"planning.":[19,45],"Current":[20],"planning":[21,70],"practices":[22],"rely":[23],"foremost":[24],"on":[25,80,136,174],"manual":[26],"observations":[27],"or":[28,38,130],"coarse":[29],"unverified":[30],"assumptions":[31],"therefore":[33],"do":[34],"not":[35],"properly":[36],"scale":[37],"provide":[39,253],"data":[41],"to":[42,53,64,143,149],"inform":[43,66,150],"In":[46],"this":[47],"paper,":[48],"we":[49,157,204],"propose":[50],"analysis":[51,76,202,230],"methods":[52,90,101,140,203],"extract":[54],"knowledge":[55],"from":[56,228],"sets":[58],"network":[60],"collected":[61,177],"WiFi":[62,175,181,197],"traces":[63,176],"better":[65],"complexes.":[74],"methods,":[77,156],"which":[78],"build":[79],"a":[81,161,194],"rich":[82],"set":[83],"temporal":[85],"spatial":[87],"features,":[88],"include":[89],"for":[91,102,116,160,214,250],"noise":[92,216],"removal,":[93],"e.g.,":[94,109,122,209],"labeling":[95],"beyond":[97,219],"building-perimeter":[98],"devices,":[99],"quantification":[103],"area":[105],"densities":[106],"flows,":[108],"enter":[111],"exit":[113],"events,":[114],"classifying":[117],"the":[118,155,179,200,257],"behavior":[119],"people,":[121],"into":[123,256],"user":[124],"roles":[125],"visitor,":[128],"hospitalized":[129],"employee.":[131],"Spatio-temporal":[132],"visualization":[133],"tools":[134,249],"built":[135],"top":[137],"these":[139],"enable":[141],"planners":[142,251],"inspect":[144],"explore":[146],"extracted":[147],"information":[148],"facility-planning":[151],"activities.":[152],"To":[153],"evaluate":[154],"present":[158,205,225],"results":[159],"hospital":[163],"complex":[164],"covering":[165],"more":[166,192],"than":[167,193],"10":[168],"hectares.":[169],"evaluation":[171],"is":[172],"based":[173],"hospital's":[180],"infrastructure":[182],"over":[183,211],"two":[184],"weeks":[185],"observing":[186],"around":[187],"18000":[188],"different":[189],"devices":[190],"recording":[191],"billion":[195],"individual":[196],"measurements.":[198],"For":[199],"presented":[201],"quantitative":[206],"performance":[207],"results,":[208],"demonstrating":[210],"95%":[212],"accuracy":[213],"correct":[215],"removal":[217],"perimeter":[221],"devices.":[222],"We":[223],"furthermore":[224],"detailed":[226],"statistics":[227],"our":[229],"regarding":[231],"people's":[232],"presence,":[233],"movement":[234],"roles,":[236],"example":[238],"types":[239],"visualizations":[241],"that":[242],"both":[243],"highlight":[244],"their":[245],"potential":[246],"inspection":[248],"interesting":[254],"insights":[255],"test-bed":[258],"hospital.":[259]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":4}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
