{"id":"https://openalex.org/W2949779061","doi":"https://doi.org/10.1109/access.2019.2924184","title":"Multi-Dimensional Urban Sensing in Sparse Mobile Crowdsensing","display_name":"Multi-Dimensional Urban Sensing in Sparse Mobile Crowdsensing","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2949779061","doi":"https://doi.org/10.1109/access.2019.2924184","mag":"2949779061"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2924184","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2924184","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08743361.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08743361.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100373255","display_name":"Wenbin Liu","orcid":"https://orcid.org/0000-0002-4384-1446"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["CN","FR"],"is_corresponding":true,"raw_author_name":"Wenbin Liu","raw_affiliation_strings":["R2SM, T\u00e9l\u00e9com SudParis/IMT, Evry, France","Jilin University (Chine)"],"affiliations":[{"raw_affiliation_string":"R2SM, T\u00e9l\u00e9com SudParis/IMT, Evry, France","institution_ids":["https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"Jilin University (Chine)","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045527959","display_name":"Yongjian Yang","orcid":"https://orcid.org/0000-0002-0056-3626"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjian Yang","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, China","Jilin University (Chine)"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]},{"raw_affiliation_string":"Jilin University (Chine)","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033953325","display_name":"En Wang","orcid":"https://orcid.org/0000-0001-6112-2923"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"En Wang","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, China","Jilin University (Chine)"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]},{"raw_affiliation_string":"Jilin University (Chine)","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055087680","display_name":"Leye Wang","orcid":"https://orcid.org/0000-0002-7627-8485"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["CN","ES"],"is_corresponding":false,"raw_author_name":"Leye Wang","raw_affiliation_strings":["School of Electronic Engineering and Computer Science, Peking University, Beijing, China","Key Laboratory of High Confidence Software Technologies (Chine)","EECS - School of Electronics Engineering and Computer Science [Beijing] (Chine)"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Key Laboratory of High Confidence Software Technologies (Chine)","institution_ids":["https://openalex.org/I97750245"]},{"raw_affiliation_string":"EECS - School of Electronics Engineering and Computer Science [Beijing] (Chine)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034736630","display_name":"Djamal Zeghlache","orcid":"https://orcid.org/0000-0002-9558-8120"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"T\u00e9l\u00e9com SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Djamal Zeghlache","raw_affiliation_strings":["R2SM, T\u00e9l\u00e9com SudParis/IMT, Evry, France","CNRS - Centre National de la Recherche Scientifique (France)","R3S-SAMOVAR - R\u00e9seaux, Syst\u00e8mes, Services, S\u00e9curit\u00e9 (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","IP Paris - Institut Polytechnique de Paris (France)","TSP - RS2M - D\u00e9partement R\u00e9seaux et Services Multim\u00e9dia Mobiles (T\u00e9l\u00e9com SudParis - 9 rue Charles Fourier - 91011 \u00c9vry cedex - France)"],"affiliations":[{"raw_affiliation_string":"R2SM, T\u00e9l\u00e9com SudParis/IMT, Evry, France","institution_ids":["https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"R3S-SAMOVAR - R\u00e9seaux, Syst\u00e8mes, Services, S\u00e9curit\u00e9 (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","institution_ids":["https://openalex.org/I4387153010"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (France)","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"TSP - RS2M - D\u00e9partement R\u00e9seaux et Services Multim\u00e9dia Mobiles (T\u00e9l\u00e9com SudParis - 9 rue Charles Fourier - 91011 \u00c9vry cedex - France)","institution_ids":["https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101710686","display_name":"Daqing Zhang","orcid":"https://orcid.org/0000-0001-6648-5360"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"T\u00e9l\u00e9com SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"Daqing Zhang","raw_affiliation_strings":["R2SM, T\u00e9l\u00e9com SudParis/IMT, Evry, France","IP Paris - Institut Polytechnique de Paris (France)","TSP - RS2M - D\u00e9partement R\u00e9seaux et Services Multim\u00e9dia Mobiles (T\u00e9l\u00e9com SudParis - 9 rue Charles Fourier - 91011 \u00c9vry cedex - France)","CNRS - Centre National de la Recherche Scientifique (France)","EECS - School of Electronics Engineering and Computer Science [Beijing] (Chine)","Key Laboratory of High Confidence Software Technologies (Chine)","ACMES-SAMOVAR - Algorithmes, Composants, Mod\u00e8les Et Services pour l'informatique r\u00e9partie (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)"],"affiliations":[{"raw_affiliation_string":"R2SM, T\u00e9l\u00e9com SudParis/IMT, Evry, France","institution_ids":["https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (France)","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"TSP - RS2M - D\u00e9partement R\u00e9seaux et Services Multim\u00e9dia Mobiles (T\u00e9l\u00e9com SudParis - 9 rue Charles Fourier - 91011 \u00c9vry cedex - France)","institution_ids":["https://openalex.org/I4210145102","https://openalex.org/I4387153010"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"EECS - School of Electronics Engineering and Computer Science [Beijing] (Chine)","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of High Confidence Software Technologies (Chine)","institution_ids":["https://openalex.org/I97750245"]},{"raw_affiliation_string":"ACMES-SAMOVAR - Algorithmes, Composants, Mod\u00e8les Et Services pour l'informatique r\u00e9partie (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","institution_ids":["https://openalex.org/I4387153010"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100373255"],"corresponding_institution_ids":["https://openalex.org/I194450716","https://openalex.org/I205703379","https://openalex.org/I4210145102"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.1242,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.9193891,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"82066","last_page":"82079"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998999834060669,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9988999962806702,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9952999949455261,"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":0.8445556163787842},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7016962766647339},{"id":"https://openalex.org/keywords/crowdsensing","display_name":"Crowdsensing","score":0.6686971187591553},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6419792771339417},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5901138782501221},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45522934198379517},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4506698250770569},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4096577763557434},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.13588771224021912}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8445556163787842},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7016962766647339},{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.6686971187591553},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6419792771339417},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5901138782501221},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45522934198379517},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4506698250770569},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4096577763557434},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.13588771224021912},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2924184","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2924184","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08743361.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02321016v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02321016","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2019, 7, pp.82066-82079. &#x27E8;10.1109/ACCESS.2019.2924184&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:38e303bfbe6d4dc891a490a8de4f926d","is_oa":true,"landing_page_url":"https://doaj.org/article/38e303bfbe6d4dc891a490a8de4f926d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 82066-82079 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2924184","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2924184","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08743361.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1681659559","display_name":null,"funder_award_id":"2017M611322","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G1979540081","display_name":null,"funder_award_id":"201706","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2082826544","display_name":null,"funder_award_id":"Postdoctoral","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2471456572","display_name":null,"funder_award_id":"2018T110247","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2702356746","display_name":null,"funder_award_id":"61702","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3754902289","display_name":null,"funder_award_id":"61702215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G398718632","display_name":null,"funder_award_id":"61572048","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4140307977","display_name":null,"funder_award_id":"61772230","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5612697103","display_name":null,"funder_award_id":"2017M","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G563075725","display_name":null,"funder_award_id":"71601106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5842070981","display_name":null,"funder_award_id":"61702215","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5960568300","display_name":null,"funder_award_id":"2017M611322","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6258415954","display_name":null,"funder_award_id":"Chinese","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7248247900","display_name":null,"funder_award_id":"2018T110247","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7273003942","display_name":null,"funder_award_id":"201706170165","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G8826772083","display_name":null,"funder_award_id":"61772230","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2949779061.pdf","grobid_xml":"https://content.openalex.org/works/W2949779061.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1487923163","https://openalex.org/W1680392829","https://openalex.org/W1757796397","https://openalex.org/W1971402834","https://openalex.org/W2045487859","https://openalex.org/W2057041225","https://openalex.org/W2075816638","https://openalex.org/W2083723544","https://openalex.org/W2083868427","https://openalex.org/W2112738128","https://openalex.org/W2117368434","https://openalex.org/W2117420919","https://openalex.org/W2122111042","https://openalex.org/W2125826911","https://openalex.org/W2127347346","https://openalex.org/W2145339207","https://openalex.org/W2146616964","https://openalex.org/W2165698076","https://openalex.org/W2257979135","https://openalex.org/W2473808492","https://openalex.org/W2565659696","https://openalex.org/W2570263810","https://openalex.org/W2583454074","https://openalex.org/W2584274610","https://openalex.org/W2585497774","https://openalex.org/W2612758347","https://openalex.org/W2732891677","https://openalex.org/W2744714095","https://openalex.org/W2765580447","https://openalex.org/W2771011033","https://openalex.org/W2789572951","https://openalex.org/W2894543895","https://openalex.org/W2894558023","https://openalex.org/W2899935910","https://openalex.org/W2902907165","https://openalex.org/W2964254270","https://openalex.org/W4298857966","https://openalex.org/W6637386731","https://openalex.org/W6637967152"],"related_works":["https://openalex.org/W2563347706","https://openalex.org/W2608033733","https://openalex.org/W4287604253","https://openalex.org/W1894261276","https://openalex.org/W2168877220","https://openalex.org/W2295662171","https://openalex.org/W4381785531","https://openalex.org/W4360776667","https://openalex.org/W3098657080","https://openalex.org/W2544640472"],"abstract_inverted_index":{"Sparse":[0],"mobile":[1],"crowdsensing":[2],"(MCS)":[3],"is":[4],"a":[5,21,70,178,215],"promising":[6],"paradigm":[7],"for":[8,124,190,219],"the":[9,28,39,92,97,100,108,118,129,139,142,146,155,168,187,197,204,208,251,266],"large-scale":[10],"urban":[11,49,72,110,239,259],"sensing,":[12],"which":[13,85,249],"allows":[14],"us":[15],"to":[16,68,89,115,137,202],"collect":[17],"data":[18,29,45,58,80,119,135,140],"from":[19,199],"only":[20],"few":[22],"areas":[23,32],"(cell":[24],"selection)":[25],"and":[26,65,95,121,131,150,153,170,194,227,261],"infer":[27],"of":[30,56,78,99,141,246,253],"other":[31],"(data":[33],"inference).":[34],"It":[35],"can":[36,86],"significantly":[37],"reduce":[38,91],"sensing":[40,50,57,73,79,93,111,149,240,247,260],"cost":[41,94],"while":[42],"ensuring":[43],"high":[44],"quality.":[46],"Recently,":[47],"large":[48],"systems":[51],"often":[52],"require":[53],"multiple":[54,76,182,209],"types":[55,77,245],"(e.g.,":[59],"publish":[60],"two":[61,237,244],"tasks":[62],"on":[63,236,257],"temperature":[64],"humidity":[66],"respectively)":[67],"form":[69],"multi-dimensional":[71,109,258],"map.":[74],"These":[75],"hold":[81],"some":[82],"inherent":[83],"correlations,":[84],"be":[87],"leveraged":[88],"further":[90],"improve":[96],"accuracy":[98],"inferred":[101],"results.":[102],"In":[103,211],"this":[104],"paper,":[105],"we":[106,176,213],"study":[107],"in":[112,134,173,222],"sparse":[113],"MCS":[114],"jointly":[116],"address":[117],"inference":[120,136],"cell":[122,174],"selection":[123],"multi-task":[125,147],"scenarios.":[126],"We":[127],"exploit":[128],"intra-":[130,169],"inter-task":[132,171,205],"correlations":[133,172,189,206],"deduce":[138],"unsensed":[143],"cells":[144],"through":[145],"compressive":[148],"then":[151,195],"learn":[152],"select":[154],"most":[156],"effective":[157],"\u3008cell,":[158],"task\u3009":[159],"pairs":[160],"by":[161],"using":[162],"reinforcement":[163,220],"learning.":[164],"To":[165],"effectively":[166],"capture":[167,203],"selection,":[175],"design":[177],"network":[179],"structure":[180],"with":[181,243],"branches,":[183],"where":[184],"branches":[185,201],"extract":[186],"intra-task":[188],"each":[191,242],"task,":[192],"respectively,":[193],"catenates":[196],"results":[198],"all":[200],"among":[207],"tasks.":[210],"addition,":[212],"present":[214],"two-stage":[216],"online":[217],"framework":[218],"learning":[221],"practical":[223],"use,":[224],"including":[225],"training":[226],"running":[228],"phases.":[229],"The":[230],"extensive":[231],"experiments":[232],"have":[233],"been":[234],"conducted":[235],"real-world":[238],"datasets,":[241],"data,":[248],"verify":[250],"effectiveness":[252],"our":[254],"proposed":[255],"algorithms":[256],"achieve":[262],"better":[263],"performances":[264],"than":[265],"state-of-the-art":[267],"mechanisms.":[268]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
