{"id":"https://openalex.org/W2966186413","doi":"https://doi.org/10.1145/3352020.3352033","title":"When the Power of the Crowd Meets the Intelligence of the Middleware","display_name":"When the Power of the Crowd Meets the Intelligence of the Middleware","publication_year":2019,"publication_date":"2019-07-25","ids":{"openalex":"https://openalex.org/W2966186413","doi":"https://doi.org/10.1145/3352020.3352033","mag":"2966186413"},"language":"en","primary_location":{"id":"doi:10.1145/3352020.3352033","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3352020.3352033","pdf_url":null,"source":{"id":"https://openalex.org/S50071195","display_name":"ACM SIGOPS Operating Systems Review","issn_l":"0163-5980","issn":["0163-5980","1943-586X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGOPS Operating Systems Review","raw_type":"journal-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/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/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"]}]},{"author_position":"last","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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4236,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.70865956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"53","issue":"1","first_page":"85","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9994999766349792,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9697999954223633,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8557257652282715},{"id":"https://openalex.org/keywords/middleware","display_name":"Middleware (distributed applications)","score":0.7504204511642456},{"id":"https://openalex.org/keywords/crowdsensing","display_name":"Crowdsensing","score":0.741534948348999},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7195395231246948},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4788684546947479},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42470207810401917},{"id":"https://openalex.org/keywords/aka","display_name":"AKA","score":0.42191627621650696},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37128669023513794},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3644430637359619},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.251870334148407},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2130543291568756},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11473795771598816}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8557257652282715},{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.7504204511642456},{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.741534948348999},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7195395231246948},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4788684546947479},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42470207810401917},{"id":"https://openalex.org/C121158502","wikidata":"https://www.wikidata.org/wiki/Q4652161","display_name":"AKA","level":2,"score":0.42191627621650696},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37128669023513794},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3644430637359619},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.251870334148407},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2130543291568756},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11473795771598816},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3352020.3352033","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3352020.3352033","pdf_url":null,"source":{"id":"https://openalex.org/S50071195","display_name":"ACM SIGOPS Operating Systems Review","issn_l":"0163-5980","issn":["0163-5980","1943-586X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGOPS Operating Systems Review","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02238256v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-02238256","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":"Operating Systems Review, 2019, 53 (1), pp.85-90. ⟨10.1145/3352020.3352033⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1495695083","https://openalex.org/W1570448133","https://openalex.org/W2010657328","https://openalex.org/W2072075309","https://openalex.org/W2114063559","https://openalex.org/W2325261190","https://openalex.org/W2345659897","https://openalex.org/W2509277181","https://openalex.org/W2544649410","https://openalex.org/W2550043747","https://openalex.org/W2561894372","https://openalex.org/W2566274639","https://openalex.org/W2742333440","https://openalex.org/W2744655549","https://openalex.org/W2763801300","https://openalex.org/W2768165081","https://openalex.org/W2768476680","https://openalex.org/W2769089983","https://openalex.org/W2885590003","https://openalex.org/W2885935450","https://openalex.org/W2891659113","https://openalex.org/W2934566205","https://openalex.org/W2963659889","https://openalex.org/W3099118774","https://openalex.org/W4291745967"],"related_works":["https://openalex.org/W2563347706","https://openalex.org/W3014541132","https://openalex.org/W2608033733","https://openalex.org/W2994737807","https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2948639032","https://openalex.org/W2566006169","https://openalex.org/W4287604253","https://openalex.org/W1894261276"],"abstract_inverted_index":{"The":[0],"data":[1,20,67,83],"gluttony":[2],"of":[3,31,96,107],"AI":[4],"is":[5,47,75],"well":[6],"known:":[7],"Data":[8],"fuels":[9],"the":[10,18,26,29,39,81,94,104,123],"artificial":[11],"intelligence.":[12],"Technologies":[13],"that":[14,50],"help":[15],"to":[16,60,121],"gather":[17],"needed":[19],"are":[21,84],"then":[22],"essential,":[23],"among":[24],"which":[25,101],"IoT.":[27],"However,":[28],"deployment":[30],"IoT":[32],"solutions":[33],"raises":[34],"significant":[35],"challenges,":[36],"especially":[37],"regarding":[38],"resource":[40],"and":[41,77],"financial":[42],"costs":[43],"at":[44,68],"stake.":[45],"It":[46],"our":[48,91],"view":[49],"mobile":[51],"crowdsensing,":[52],"aka":[53],"phone":[54],"sensing,":[55],"has":[56],"a":[57,69],"major":[58],"role":[59],"play":[61],"because":[62],"it":[63],"potentially":[64],"contributes":[65],"massive":[66],"relatively":[70],"low":[71],"cost.":[72],"Still,":[73],"crowdsensing":[74,115],"useless,":[76],"even":[78],"harmful,":[79],"if":[80],"contributed":[82],"not":[85],"properly":[86],"analyzed.":[87],"This":[88],"paper":[89],"surveys":[90],"work":[92],"on":[93,112],"development":[95],"systems":[97],"facing":[98],"this":[99],"challenge,":[100],"also":[102],"illustrates":[103],"virtuous":[105],"circles":[106],"AI.":[108],"We":[109],"specifically":[110],"focus":[111],"how":[113],"intelligent":[114],"middleware":[116],"leverages":[117],"on-device":[118],"machine":[119],"learning":[120],"enhance":[122],"reported":[124],"physical":[125],"observations.":[126],"Keywords:":[127],"Crowdsensing,":[128],"Middleware,":[129],"Online":[130],"learning.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2019-08-13T00:00:00"}