{"id":"https://openalex.org/W4399509003","doi":"https://doi.org/10.1007/s00779-024-01820-w","title":"Intersection of machine learning and mobile crowdsourcing: a systematic topic-driven review","display_name":"Intersection of machine learning and mobile crowdsourcing: a systematic topic-driven review","publication_year":2024,"publication_date":"2024-06-10","ids":{"openalex":"https://openalex.org/W4399509003","doi":"https://doi.org/10.1007/s00779-024-01820-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00779-024-01820-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00779-024-01820-w","pdf_url":null,"source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Personal and Ubiquitous Computing","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/A5027602901","display_name":"Weisi Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weisi Chen","raw_affiliation_strings":["School of Software Engineering, Xiamen University of Technology, Xiamen, 361024, Fujian, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Xiamen University of Technology, Xiamen, 361024, Fujian, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065669269","display_name":"Walayat Hussain","orcid":"https://orcid.org/0000-0003-0610-4006"},"institutions":[{"id":"https://openalex.org/I86695891","display_name":"Australian Catholic University","ror":"https://ror.org/04cxm4j25","country_code":"AU","type":"education","lineage":["https://openalex.org/I86695891"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Walayat Hussain","raw_affiliation_strings":["Peter Faber Business School, Australian Catholic University, North Sydney, NSW, 2060, Australia"],"affiliations":[{"raw_affiliation_string":"Peter Faber Business School, Australian Catholic University, North Sydney, NSW, 2060, Australia","institution_ids":["https://openalex.org/I86695891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113246391","display_name":"Islam Al-Qudah","orcid":null},"institutions":[{"id":"https://openalex.org/I119744171","display_name":"Higher Colleges of Technology","ror":"https://ror.org/00qmy9z88","country_code":"AE","type":"education","lineage":["https://openalex.org/I119744171"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Islam Al-Qudah","raw_affiliation_strings":["Higher Colleges of Technology, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Higher Colleges of Technology, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I119744171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004537635","display_name":"Ghazi Al\u2010Naymat","orcid":"https://orcid.org/0000-0002-9661-5354"},"institutions":[{"id":"https://openalex.org/I182000528","display_name":"Ajman University","ror":"https://ror.org/01j1rma10","country_code":"AE","type":"education","lineage":["https://openalex.org/I182000528"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ghazi Al-Naymat","raw_affiliation_strings":["Artificial Intelligence Research Center (AIRC), College of Engineering and Information Technology, Ajman University, Ajman, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Center (AIRC), College of Engineering and Information Technology, Ajman University, Ajman, United Arab Emirates","institution_ids":["https://openalex.org/I182000528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100437302","display_name":"Xu Zhang","orcid":"https://orcid.org/0000-0003-3112-4789"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Zhang","raw_affiliation_strings":["School of Software Engineering, Xiamen University of Technology, Xiamen, 361024, Fujian, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Xiamen University of Technology, Xiamen, 361024, Fujian, China","institution_ids":["https://openalex.org/I75867142"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027602901"],"corresponding_institution_ids":["https://openalex.org/I75867142"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":2.0596,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89707362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"29","issue":"1","first_page":"77","last_page":"101"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/crowdsourcing","display_name":"Crowdsourcing","score":0.9549368023872375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7643097639083862},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.701163649559021},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.6188724040985107},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5033811926841736},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.4930402934551239},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4669573903083801},{"id":"https://openalex.org/keywords/crowdsourcing-software-development","display_name":"Crowdsourcing software development","score":0.4545229971408844},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.400130033493042},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.3638749122619629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34480640292167664},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09352439641952515},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.08943647146224976}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9549368023872375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7643097639083862},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.701163649559021},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6188724040985107},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5033811926841736},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.4930402934551239},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4669573903083801},{"id":"https://openalex.org/C32810761","wikidata":"https://www.wikidata.org/wiki/Q17082146","display_name":"Crowdsourcing software development","level":5,"score":0.4545229971408844},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.400130033493042},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.3638749122619629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34480640292167664},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09352439641952515},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.08943647146224976},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00779-024-01820-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00779-024-01820-w","pdf_url":null,"source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Personal and Ubiquitous Computing","raw_type":"journal-article"},{"id":"pmh:oai:eprints.vu.edu.au:48902","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/48902/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2600360660","display_name":null,"funder_award_id":"2022J05291","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":123,"referenced_works":["https://openalex.org/W1771806187","https://openalex.org/W1964840025","https://openalex.org/W1975675278","https://openalex.org/W2003798735","https://openalex.org/W2137165445","https://openalex.org/W2293201672","https://openalex.org/W2548294409","https://openalex.org/W2563884242","https://openalex.org/W2585226541","https://openalex.org/W2604155477","https://openalex.org/W2607311634","https://openalex.org/W2624989916","https://openalex.org/W2734358244","https://openalex.org/W2735728822","https://openalex.org/W2742333440","https://openalex.org/W2772905584","https://openalex.org/W2788314565","https://openalex.org/W2885819483","https://openalex.org/W2895283917","https://openalex.org/W2896422817","https://openalex.org/W2903890850","https://openalex.org/W2905515997","https://openalex.org/W2907633818","https://openalex.org/W2912213068","https://openalex.org/W2914583895","https://openalex.org/W2941491413","https://openalex.org/W2943584607","https://openalex.org/W2944951172","https://openalex.org/W2946246368","https://openalex.org/W2951832089","https://openalex.org/W2955955128","https://openalex.org/W2962859574","https://openalex.org/W2973802097","https://openalex.org/W2989120265","https://openalex.org/W2989289980","https://openalex.org/W2991281051","https://openalex.org/W3003893839","https://openalex.org/W3007756963","https://openalex.org/W3015636663","https://openalex.org/W3023244064","https://openalex.org/W3030669241","https://openalex.org/W3034321207","https://openalex.org/W3043758338","https://openalex.org/W3046653923","https://openalex.org/W3051272477","https://openalex.org/W3086184474","https://openalex.org/W3086809868","https://openalex.org/W3087776899","https://openalex.org/W3102330763","https://openalex.org/W3103989228","https://openalex.org/W3104165425","https://openalex.org/W3104631511","https://openalex.org/W3105099026","https://openalex.org/W3111550989","https://openalex.org/W3121423774","https://openalex.org/W3123459983","https://openalex.org/W3134070916","https://openalex.org/W3138752767","https://openalex.org/W3146459559","https://openalex.org/W3155912831","https://openalex.org/W3158857087","https://openalex.org/W3159080474","https://openalex.org/W3159861942","https://openalex.org/W3164573547","https://openalex.org/W3164712068","https://openalex.org/W3170621690","https://openalex.org/W3172129612","https://openalex.org/W3173414067","https://openalex.org/W3177095755","https://openalex.org/W3186051974","https://openalex.org/W3192953632","https://openalex.org/W3198112930","https://openalex.org/W3200707343","https://openalex.org/W3202031169","https://openalex.org/W3203930968","https://openalex.org/W3205650096","https://openalex.org/W3207549528","https://openalex.org/W3212386989","https://openalex.org/W3213321731","https://openalex.org/W3213618436","https://openalex.org/W3215947831","https://openalex.org/W4205979449","https://openalex.org/W4206657864","https://openalex.org/W4207054229","https://openalex.org/W4225589953","https://openalex.org/W4226391404","https://openalex.org/W4226461837","https://openalex.org/W4283017762","https://openalex.org/W4283694515","https://openalex.org/W4283801824","https://openalex.org/W4285103008","https://openalex.org/W4285505123","https://openalex.org/W4285594085","https://openalex.org/W4286268436","https://openalex.org/W4287332481","https://openalex.org/W4293211534","https://openalex.org/W4293558782","https://openalex.org/W4293567727","https://openalex.org/W4306698380","https://openalex.org/W4309080560","https://openalex.org/W4312687417","https://openalex.org/W4312691458","https://openalex.org/W4313325044","https://openalex.org/W4316497071","https://openalex.org/W4320005737","https://openalex.org/W4322631840","https://openalex.org/W4323567890","https://openalex.org/W4362635816","https://openalex.org/W4362694216","https://openalex.org/W4367188881","https://openalex.org/W4368232736","https://openalex.org/W4368275007","https://openalex.org/W4376226279","https://openalex.org/W4378674574","https://openalex.org/W4380077977","https://openalex.org/W4384284191","https://openalex.org/W4386212337","https://openalex.org/W4387337829","https://openalex.org/W4390426820","https://openalex.org/W4391019682","https://openalex.org/W4391499878","https://openalex.org/W4392024435","https://openalex.org/W6630853386"],"related_works":["https://openalex.org/W2512762878","https://openalex.org/W4312773271","https://openalex.org/W4315588616","https://openalex.org/W2769501189","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W162737300","https://openalex.org/W2520748299","https://openalex.org/W2033745466","https://openalex.org/W2207653751"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}