{"id":"https://openalex.org/W2803791547","doi":"https://doi.org/10.1177/1550147718774012","title":"Hybrid recommendation\u2013based quality of service prediction for sensor services","display_name":"Hybrid recommendation\u2013based quality of service prediction for sensor services","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2803791547","doi":"https://doi.org/10.1177/1550147718774012","mag":"2803791547"},"language":"en","primary_location":{"id":"doi:10.1177/1550147718774012","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147718774012","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147718774012","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147718774012","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100622664","display_name":"Meiyu Wang","orcid":"https://orcid.org/0000-0003-2025-721X"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyu Wang","raw_affiliation_strings":["School of Computer Science and Telecommunication Engineering, Jiangsu University, Zhenjiang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Telecommunication Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039975064","display_name":"Leilei Shi","orcid":"https://orcid.org/0000-0003-2780-5602"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leilei Shi","raw_affiliation_strings":["School of Computer Science and Telecommunication Engineering, Jiangsu University, Zhenjiang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Telecommunication Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002822427","display_name":"Lu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]},{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Lu Liu","raw_affiliation_strings":["Department of Electronics, Computing and Mathematics, University of Derby, Derby, UK","School of Computer Science and Telecommunication Engineering, Jiangsu University, Zhenjiang, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Computing and Mathematics, University of Derby, Derby, UK","institution_ids":["https://openalex.org/I22128151"]},{"raw_affiliation_string":"School of Computer Science and Telecommunication Engineering, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051128207","display_name":"Mariwan Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mariwan Ahmed","raw_affiliation_strings":["Department of Electronics, Computing and Mathematics, University of Derby, Derby, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Computing and Mathematics, University of Derby, Derby, UK","institution_ids":["https://openalex.org/I22128151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002511333","display_name":"John Panneerselvan","orcid":null},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Panneerselvan","raw_affiliation_strings":["Department of Electronics, Computing and Mathematics, University of Derby, Derby, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Computing and Mathematics, University of Derby, Derby, UK","institution_ids":["https://openalex.org/I22128151"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002822427"],"corresponding_institution_ids":["https://openalex.org/I115592961","https://openalex.org/I22128151"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":3.2894,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.93555136,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"14","issue":"5","first_page":"155014771877401","last_page":"155014771877401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9973000288009644,"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/T11478","display_name":"Caching and Content Delivery","score":0.9948999881744385,"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"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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":0.8856576681137085},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5994370579719543},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.584938645362854},{"id":"https://openalex.org/keywords/service-discovery","display_name":"Service discovery","score":0.5506588220596313},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.48671820759773254},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.46423807740211487},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4406796395778656},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4366905391216278},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4159688353538513},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3776274025440216},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.35925549268722534},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.3178161084651947},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3167598843574524},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3146700859069824},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24437585473060608}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8856576681137085},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5994370579719543},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.584938645362854},{"id":"https://openalex.org/C144097018","wikidata":"https://www.wikidata.org/wiki/Q4329404","display_name":"Service discovery","level":3,"score":0.5506588220596313},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.48671820759773254},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.46423807740211487},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4406796395778656},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4366905391216278},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4159688353538513},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3776274025440216},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.35925549268722534},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.3178161084651947},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3167598843574524},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3146700859069824},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24437585473060608},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1550147718774012","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147718774012","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147718774012","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:14:y:2018:i:5:p:1550147718774012","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1177/1550147718774012","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:645854d710bb4f818e99653be93b9a70","is_oa":true,"landing_page_url":"https://doaj.org/article/645854d710bb4f818e99653be93b9a70","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 14 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/1550147718774012","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147718774012","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147718774012","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6178985020","display_name":null,"funder_award_id":"No. 61502209","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7191392781","display_name":null,"funder_award_id":"No. 61502207","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"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2803791547.pdf","grobid_xml":"https://content.openalex.org/works/W2803791547.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W178169250","https://openalex.org/W246935207","https://openalex.org/W1504194327","https://openalex.org/W1880262756","https://openalex.org/W1967868690","https://openalex.org/W1997802075","https://openalex.org/W2006172700","https://openalex.org/W2015705818","https://openalex.org/W2018728531","https://openalex.org/W2035343789","https://openalex.org/W2041294681","https://openalex.org/W2049455633","https://openalex.org/W2066636486","https://openalex.org/W2082400384","https://openalex.org/W2091381870","https://openalex.org/W2096962951","https://openalex.org/W2109966714","https://openalex.org/W2123770198","https://openalex.org/W2159094788","https://openalex.org/W2767761285","https://openalex.org/W2790123945","https://openalex.org/W2803753235","https://openalex.org/W3154224388","https://openalex.org/W4237732102","https://openalex.org/W4240964231","https://openalex.org/W4242078950","https://openalex.org/W4242154053","https://openalex.org/W4252724388"],"related_works":["https://openalex.org/W2769501189","https://openalex.org/W4315588616","https://openalex.org/W4312773271","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W3005513013","https://openalex.org/W2207653751","https://openalex.org/W3159709618","https://openalex.org/W2611137333","https://openalex.org/W4389543811"],"abstract_inverted_index":{"Wireless":[0],"sensor":[1,23,73],"networks":[2],"are":[3,121],"being":[4],"the":[5,13,19,106,109,113,116,125,130,140,154,161],"focus":[6,76],"of":[7,15,59,72,108,112,132,142,144,164],"several":[8],"research":[9],"application":[10],"domains,":[11],"and":[12,31,44,56,115],"concept":[14],"sensing-as-a-service":[16],"is":[17,102,135,157],"on":[18,78,149],"rise":[20],"in":[21],"wireless":[22],"networks.":[24],"Large":[25],"service":[26,50,60,74,79,145,165],"repositories":[27],"comprising":[28],"more":[29,158],"services":[30,43,134],"functionalities":[32],"usually":[33],"impose":[34],"new":[35,93],"challenges":[36],"to":[37,62,104,123],"users":[38],"while":[39],"identifying":[40],"their":[41],"preferred":[42],"may":[45],"incur":[46],"higher":[47],"costs.":[48],"Thereby,":[49],"recommendation":[51,75,90,95],"systems":[52],"have":[53],"become":[54],"important":[55],"integral":[57],"tools":[58],"models":[61],"provide":[63],"personalized":[64],"products":[65],"for":[66],"consumers.":[67],"However,":[68],"many":[69],"existing":[70,162],"methods":[71,163],"only":[77],"discovery.":[80],"To":[81],"this":[82,84],"end,":[83],"article":[85],"proposes":[86],"a":[87],"novel":[88],"hybrid":[89,94],"method,":[91],"named":[92],"method.":[96],"First,":[97],"latent":[98,110,118],"Dirichlet":[99],"allocation":[100],"model":[101],"used":[103,122],"compute":[105],"similarity":[107],"topics":[111],"services,":[114],"user\u2019s":[117],"semantic":[119],"themes":[120],"extract":[124],"potential":[126],"interest":[127],"services.":[128],"Moreover,":[129],"relevance":[131],"neighbourhood":[133],"considered,":[136],"which":[137],"can":[138],"improve":[139],"accuracy":[141],"quality":[143],"prediction.":[146],"Experiments":[147],"conducted":[148],"real":[150],"datasets":[151],"demonstrate":[152],"that":[153],"proposed":[155],"method":[156],"accurate":[159],"than":[160],"recommendation.":[166]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2018-06-01T00:00:00"}