{"id":"https://openalex.org/W2795023183","doi":"https://doi.org/10.3233/sw-180314","title":"Machine learning in the Internet of Things: A\u00a0semantic-enhanced approach","display_name":"Machine learning in the Internet of Things: A\u00a0semantic-enhanced approach","publication_year":2018,"publication_date":"2018-08-10","ids":{"openalex":"https://openalex.org/W2795023183","doi":"https://doi.org/10.3233/sw-180314","mag":"2795023183"},"language":"en","primary_location":{"id":"doi:10.3233/sw-180314","is_oa":false,"landing_page_url":"https://doi.org/10.3233/sw-180314","pdf_url":null,"source":{"id":"https://openalex.org/S4210177235","display_name":"Semantic Web","issn_l":"1570-0844","issn":["1570-0844","2210-4968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Semantic Web","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/A5075380176","display_name":"Mich\u00e8le Ruta","orcid":"https://orcid.org/0000-0003-2125-327X"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Michele Ruta","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic University of Bari, via E. Orabona 4, I-70125, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, via E. Orabona 4, I-70125, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018684986","display_name":"Floriano Scioscia","orcid":"https://orcid.org/0000-0002-7859-9602"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Floriano Scioscia","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic University of Bari, via E. Orabona 4, I-70125, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, via E. Orabona 4, I-70125, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084647763","display_name":"Giuseppe Loseto","orcid":"https://orcid.org/0000-0002-7995-8494"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Loseto","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic University of Bari, via E. Orabona 4, I-70125, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, via E. Orabona 4, I-70125, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065373066","display_name":"Agnese Pinto","orcid":"https://orcid.org/0000-0002-2502-7467"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Agnese Pinto","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic University of Bari, via E. Orabona 4, I-70125, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, via E. Orabona 4, I-70125, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051474976","display_name":"Eugenio Di Sciascio","orcid":"https://orcid.org/0000-0002-5484-9945"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eugenio Di Sciascio","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic University of Bari, via E. Orabona 4, I-70125, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, via E. Orabona 4, I-70125, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075380176"],"corresponding_institution_ids":["https://openalex.org/I68618741"],"apc_list":null,"apc_paid":null,"fwci":3.2759,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.93589304,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"10","issue":"1","first_page":"183","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9988999962806702,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9988999962806702,"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/T11719","display_name":"Data Quality and Management","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8471330404281616},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6996559500694275},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5746304392814636},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.5340966582298279},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5119262933731079},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48505061864852905},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4764683246612549},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4760841429233551},{"id":"https://openalex.org/keywords/semantic-web-stack","display_name":"Semantic Web Stack","score":0.4516439437866211},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4288836121559143},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3915790617465973},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33568722009658813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8471330404281616},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6996559500694275},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5746304392814636},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.5340966582298279},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5119262933731079},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48505061864852905},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4764683246612549},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4760841429233551},{"id":"https://openalex.org/C167379230","wikidata":"https://www.wikidata.org/wiki/Q1026884","display_name":"Semantic Web Stack","level":3,"score":0.4516439437866211},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4288836121559143},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3915790617465973},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33568722009658813},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/sw-180314","is_oa":false,"landing_page_url":"https://doi.org/10.3233/sw-180314","pdf_url":null,"source":{"id":"https://openalex.org/S4210177235","display_name":"Semantic Web","issn_l":"1570-0844","issn":["1570-0844","2210-4968"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Semantic Web","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W65650981","https://openalex.org/W182168586","https://openalex.org/W190506616","https://openalex.org/W192391233","https://openalex.org/W200741916","https://openalex.org/W1122228062","https://openalex.org/W1528610972","https://openalex.org/W1532283054","https://openalex.org/W1542417898","https://openalex.org/W1551688898","https://openalex.org/W1901616594","https://openalex.org/W1950803081","https://openalex.org/W1975699440","https://openalex.org/W1979227258","https://openalex.org/W1981039744","https://openalex.org/W1987492677","https://openalex.org/W1989589735","https://openalex.org/W1991853935","https://openalex.org/W1999252641","https://openalex.org/W2002765377","https://openalex.org/W2004920963","https://openalex.org/W2022841744","https://openalex.org/W2027970408","https://openalex.org/W2039437583","https://openalex.org/W2043267967","https://openalex.org/W2059354121","https://openalex.org/W2075721911","https://openalex.org/W2102637667","https://openalex.org/W2102802363","https://openalex.org/W2104190469","https://openalex.org/W2107284210","https://openalex.org/W2110444463","https://openalex.org/W2118022153","https://openalex.org/W2124049692","https://openalex.org/W2127140110","https://openalex.org/W2133990480","https://openalex.org/W2137983211","https://openalex.org/W2147169507","https://openalex.org/W2170277862","https://openalex.org/W2170505850","https://openalex.org/W2175849758","https://openalex.org/W2223196945","https://openalex.org/W2233554446","https://openalex.org/W2246536540","https://openalex.org/W2281806033","https://openalex.org/W2325597194","https://openalex.org/W2408350473","https://openalex.org/W2484097447","https://openalex.org/W2519010468","https://openalex.org/W2524051496","https://openalex.org/W2574134800","https://openalex.org/W2586401762","https://openalex.org/W2589828433","https://openalex.org/W2601101026","https://openalex.org/W2603766943","https://openalex.org/W2610116007","https://openalex.org/W2621167405","https://openalex.org/W2912391306","https://openalex.org/W3124792046","https://openalex.org/W4210962885","https://openalex.org/W6602586656"],"related_works":["https://openalex.org/W2393185060","https://openalex.org/W2380556669","https://openalex.org/W2323581027","https://openalex.org/W2355894329","https://openalex.org/W2999699891","https://openalex.org/W1584711614","https://openalex.org/W2373434917","https://openalex.org/W2157836056","https://openalex.org/W2144347024","https://openalex.org/W2971818073"],"abstract_inverted_index":{"Novel":[0],"Internet":[1],"of":[2,13,37,47,71,86,99,113],"Things":[3],"(IoT)":[4],"applications":[5],"and":[6,22,45,125,134],"services":[7],"rely":[8],"on":[9,58,118,123],"an":[10,68,136],"intelligent":[11],"understanding":[12],"the":[14,132],"environment":[15],"leveraging":[16],"data":[17,56,72],"gathered":[18],"via":[19],"heterogeneous":[20],"sensors":[21],"micro-devices.":[23],"Though":[24],"increasingly":[25],"effective,":[26],"Machine":[27],"Learning":[28],"(ML)":[29],"techniques":[30],"generally":[31],"do":[32],"not":[33],"go":[34],"beyond":[35],"classification":[36,84,100],"events":[38],"with":[39,74,103,138],"opaque":[40],"labels,":[41],"lacking":[42],"machine-understandable":[43],"representation":[44],"explanation":[46,112],"taxonomies.":[48],"This":[49],"paper":[50],"proposes":[51],"a":[52,78,91],"framework":[53],"for":[54,77],"semantic-enhanced":[55],"mining":[57],"sensor":[59],"streams,":[60],"amenable":[61],"to":[62,130,140],"resource-constrained":[63],"pervasive":[64],"contexts.":[65],"It":[66],"merges":[67],"ontology-based":[69],"characterization":[70],"distributions":[73],"non-standard":[75],"reasoning":[76],"fine-grained":[79],"event":[80],"detection.":[81],"The":[82],"typical":[83],"problem":[85],"ML":[87,142],"is":[88],"treated":[89],"as":[90],"resource":[92],"discovery":[93],"by":[94],"exploiting":[95],"semantic":[96],"matchmaking.":[97],"Outputs":[98],"are":[101],"endowed":[102],"computer-processable":[104],"descriptions":[105],"in":[106],"standard":[107],"Semantic":[108],"Web":[109],"languages,":[110],"while":[111],"matchmaking":[114],"outcomes":[115],"motivates":[116],"confidence":[117],"results.":[119],"A":[120],"case":[121],"study":[122],"road":[124],"traffic":[126],"analysis":[127],"has":[128],"allowed":[129],"validate":[131],"proposal":[133],"achieve":[135],"assessment":[137],"respect":[139],"state-of-the-art":[141],"algorithms.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
