{"id":"https://openalex.org/W3109312291","doi":"https://doi.org/10.1145/3448891.3448918","title":"IAM \u2013 Interpolation and Aggregation on the Move: Collaborative Crowdsensing for Spatio-temporal Phenomena","display_name":"IAM \u2013 Interpolation and Aggregation on the Move: Collaborative Crowdsensing for Spatio-temporal Phenomena","publication_year":2020,"publication_date":"2020-12-07","ids":{"openalex":"https://openalex.org/W3109312291","doi":"https://doi.org/10.1145/3448891.3448918","mag":"3109312291"},"language":"en","primary_location":{"id":"doi:10.1145/3448891.3448918","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448891.3448918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MobiQuitous 2020 - 17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services","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/A5054820953","display_name":"Yifan Du","orcid":"https://orcid.org/0000-0002-6823-2719"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yifan Du","raw_affiliation_strings":["Inria Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria Paris, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021298705","display_name":"Fran\u00e7oise Sailhan","orcid":"https://orcid.org/0000-0003-4935-5323"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7oise Sailhan","raw_affiliation_strings":["CNAM Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNAM Paris, France","institution_ids":["https://openalex.org/I124158823"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074261078","display_name":"Val\u00e9rie Issarny","orcid":"https://orcid.org/0000-0003-2404-0907"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Val\u00e9rie Issarny","raw_affiliation_strings":["Inria Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria Paris, France","institution_ids":["https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.661,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86065916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"337","last_page":"346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9991999864578247,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crowdsensing","display_name":"Crowdsensing","score":0.9225043058395386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7692587375640869},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.7437311410903931},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6190298795700073},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5819438099861145},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.5327109694480896},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4685958921909332},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39880332350730896},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3223874568939209},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.3056212365627289},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2747620642185211},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2483459711074829},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1406446397304535}],"concepts":[{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.9225043058395386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7692587375640869},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.7437311410903931},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6190298795700073},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5819438099861145},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.5327109694480896},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4685958921909332},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39880332350730896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3223874568939209},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.3056212365627289},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2747620642185211},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2483459711074829},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1406446397304535},{"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/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3448891.3448918","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448891.3448918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MobiQuitous 2020 - 17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03035035v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-03035035","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MobiQuitous 2020 - EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, Dec 2020, Virtual, Germany. pp.337-346, &#x27E8;10.1145/3448891.3448918&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1964515871","https://openalex.org/W1993478093","https://openalex.org/W2019780447","https://openalex.org/W2019796561","https://openalex.org/W2049475976","https://openalex.org/W2055652769","https://openalex.org/W2060122457","https://openalex.org/W2092685727","https://openalex.org/W2134871842","https://openalex.org/W2155367258","https://openalex.org/W2165178985","https://openalex.org/W2329460483","https://openalex.org/W2344388312","https://openalex.org/W2473808492","https://openalex.org/W2488150807","https://openalex.org/W2550043747","https://openalex.org/W2566100006","https://openalex.org/W2575863446","https://openalex.org/W2604304011","https://openalex.org/W2625475486","https://openalex.org/W2768165081","https://openalex.org/W2795055173","https://openalex.org/W2885935450","https://openalex.org/W2890561851","https://openalex.org/W2952203596","https://openalex.org/W2963069375","https://openalex.org/W3000508506","https://openalex.org/W3003939868","https://openalex.org/W3028438456","https://openalex.org/W4211049957"],"related_works":["https://openalex.org/W2563347706","https://openalex.org/W2608033733","https://openalex.org/W4287604253","https://openalex.org/W1894261276","https://openalex.org/W4214810901","https://openalex.org/W857034687","https://openalex.org/W2583350981","https://openalex.org/W2093193679","https://openalex.org/W2149099995","https://openalex.org/W4361214895"],"abstract_inverted_index":{"Crowdsensing":[0],"allows":[1],"citizens":[2],"to":[3,5,34,61,71,119,135,200],"contribute":[4],"the":[6,13,35,41,52,66,72,96,113,120,123,129,139,177,180,194,203],"monitoring":[7],"of":[8,47,54,65,75,115,122,132,145,156,202],"their":[9,17],"living":[10],"environment":[11],"using":[12,153],"sensors":[14],"embedded":[15],"in":[16],"mobile":[18],"devices,":[19],"e.g.,":[20],"smartphones.":[21,89],"However,":[22],"crowdsensing":[23,55],"at":[24],"scale":[25],"involves":[26],"significant":[27],"communication,":[28],"computation,":[29],"and":[30,45,104],"financial":[31],"costs":[32],"due":[33],"dependence":[36,178],"on":[37,88,138,142,179,190],"cloud":[38,181],"infrastructures":[39],"for":[40],"analysis":[42,74],"(e.g.,":[43],"interpolation":[44,97],"aggregation)":[46],"spatio-temporal":[48],"data.":[49],"This":[50],"limits":[51],"adoption":[53],"by":[56],"activists":[57],"although":[58],"sorely":[59],"needed":[60],"inform":[62],"our":[63,169],"knowledge":[64],"environment.":[67],"As":[68],"an":[69],"alternative":[70],"centralized":[73,130,204],"crowdsensed":[76,133],"observations,":[77],"this":[78],"paper":[79],"introduces":[80],"a":[81,99,107,154,186],"fully":[82],"distributed":[83,100,136],"interpolation-mediated":[84],"aggregation":[85,109],"approach":[86,126],"running":[87],"To":[90],"achieve":[91],"so":[92],"efficiently,":[93],"we":[94,105],"model":[95],"as":[98],"tensor":[101],"completion":[102],"problem,":[103],"introduce":[106],"lightweight":[108],"strategy":[110],"that":[111,168,201],"anticipates":[112],"likelihood":[114],"future":[116],"encounters":[117,144],"according":[118],"quality":[121],"interpolation.":[124],"Our":[125],"thus":[127],"shifts":[128],"post-processing":[131],"data":[134,196],"pre-processing":[137],"move,":[140],"based":[141],"opportunistic":[143],"crowdsensors":[146,163],"through":[147],"state-of-the-art":[148],"D2D":[149],"networking.":[150],"The":[151],"evaluation":[152],"dataset":[155],"quantitative":[157],"environmental":[158],"measurements":[159],"collected":[160],"from":[161],"550":[162],"over":[164],"1":[165],"year":[166],"shows":[167],"solution":[170],"significantly":[171],"reduces":[172],"\u2013and":[173],"may":[174],"even":[175],"eliminate\u2013":[176],"infrastructure,":[182],"while":[183],"it":[184],"incurs":[185],"limited":[187],"resource":[188],"cost":[189],"end":[191],"devices.":[192],"Meanwhile,":[193],"overall":[195],"accuracy":[197],"remains":[198],"comparable":[199],"approach.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
