{"id":"https://openalex.org/W1966976380","doi":"https://doi.org/10.1109/jsyst.2014.2345843","title":"Automated Semantic Knowledge Acquisition From Sensor Data","display_name":"Automated Semantic Knowledge Acquisition From Sensor Data","publication_year":2014,"publication_date":"2014-09-26","ids":{"openalex":"https://openalex.org/W1966976380","doi":"https://doi.org/10.1109/jsyst.2014.2345843","mag":"1966976380"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2014.2345843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2014.2345843","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","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/A5090478829","display_name":"Frieder Ganz","orcid":"https://orcid.org/0000-0002-6140-4805"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Frieder Ganz","raw_affiliation_strings":["Centre for Communication Systems Research, University of Surrey, Guildford, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Communication Systems Research, University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056157061","display_name":"Payam Barnaghi","orcid":"https://orcid.org/0000-0001-8591-9638"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Payam Barnaghi","raw_affiliation_strings":["Centre for Communication Systems Research, University of Surrey, Guildford, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Communication Systems Research, University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089260819","display_name":"Fran\u00e7ois Carrez","orcid":null},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Francois Carrez","raw_affiliation_strings":["Centre for Communication Systems Research, University of Surrey, Guildford, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Communication Systems Research, University of Surrey, Guildford, U.K","institution_ids":["https://openalex.org/I28290843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I28290843"],"apc_list":null,"apc_paid":null,"fwci":4.6344,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.95315872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"3","first_page":"1214","last_page":"1225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9939000010490417,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8306243419647217},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6882769465446472},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.517461359500885},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5052104592323303},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.47177910804748535},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45896458625793457},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4268975853919983},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.4222175180912018},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.41245874762535095},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3881033658981323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23458537459373474},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21354466676712036}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8306243419647217},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6882769465446472},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.517461359500885},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5052104592323303},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47177910804748535},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45896458625793457},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4268975853919983},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.4222175180912018},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.41245874762535095},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3881033658981323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23458537459373474},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21354466676712036},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jsyst.2014.2345843","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2014.2345843","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},{"id":"pmh:oai:alma.44SUR_INST:11139679800002346","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:epubs.surrey.ac.uk:806652","is_oa":false,"landing_page_url":"http://epubs.surrey.ac.uk/806652/1/IEEESystems2014.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400680","display_name":"Surrey Research Insight Open Access (The University of Surrey)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28290843","host_organization_name":"University of Surrey","host_organization_lineage":["https://openalex.org/I28290843"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1484265961","https://openalex.org/W1504905286","https://openalex.org/W1547446301","https://openalex.org/W1561118829","https://openalex.org/W1562643504","https://openalex.org/W1564635423","https://openalex.org/W1724220806","https://openalex.org/W1916347847","https://openalex.org/W1966554111","https://openalex.org/W1973262132","https://openalex.org/W1977556410","https://openalex.org/W1989037929","https://openalex.org/W2016089260","https://openalex.org/W2030452017","https://openalex.org/W2042591571","https://openalex.org/W2054497244","https://openalex.org/W2060221718","https://openalex.org/W2066078065","https://openalex.org/W2067392436","https://openalex.org/W2073308541","https://openalex.org/W2098759488","https://openalex.org/W2105510466","https://openalex.org/W2120905266","https://openalex.org/W2128061541","https://openalex.org/W2135744247","https://openalex.org/W2149017759","https://openalex.org/W2164274563","https://openalex.org/W2587196692","https://openalex.org/W3147178137","https://openalex.org/W3160362714","https://openalex.org/W4234536190","https://openalex.org/W4241349425","https://openalex.org/W4242702158","https://openalex.org/W6633613500","https://openalex.org/W6633748993","https://openalex.org/W6641816833","https://openalex.org/W6661122342","https://openalex.org/W6667060521","https://openalex.org/W6732947433"],"related_works":["https://openalex.org/W2093262417","https://openalex.org/W2123131699","https://openalex.org/W913131694","https://openalex.org/W1582777578","https://openalex.org/W2170776151","https://openalex.org/W2942685019","https://openalex.org/W2163958188","https://openalex.org/W2074910030","https://openalex.org/W2143742390","https://openalex.org/W2065528861"],"abstract_inverted_index":{"The":[0,18,253],"gathering":[1],"of":[2,20,83,115,134,149,157,224,255,262],"real-world":[3,90,161,175],"data":[4,10,23,30,52,91,95,117,176,217,269],"is":[5,44,146,270],"facilitated":[6],"by":[7,60,118],"many":[8],"pervasive":[9],"sources":[11],"such":[12],"as":[13,139],"sensor":[14,216,268],"devices":[15],"and":[16,33,39,49,53,58,70,94,106,155,180,202,209,218,237,248,251],"smartphones.":[17],"abundance":[19],"the":[21,25,29,36,51,124,135,153,214,222,235,242,260],"sensory":[22,116],"raises":[24],"need":[26],"to":[27,47,54,67,88,177,207,233],"make":[28,55,238],"easily":[31],"available":[32],"understandable":[34,240],"for":[35,142,241],"potential":[37],"users":[38],"applications.":[40],"Using":[41],"semantic":[42,246],"enhancements":[43],"one":[45],"approach":[46],"structure":[48,154],"organize":[50],"it":[56],"processable":[57],"interoperable":[59],"machines.":[61],"In":[62,77],"particular,":[63],"ontologies":[64,93,110,122,158,183],"are":[65,188],"used":[66],"represent":[68,123,219],"information":[69],"their":[71],"relations":[72,156],"in":[73,104,221],"machine":[74],"interpretable":[75],"forms.":[76],"this":[78,165],"context,":[79],"a":[80,112,127,131,147,169,204,225,230,263],"significant":[81],"amount":[82,114],"work":[84,257],"has":[85,101],"been":[86,102],"done":[87,103],"create":[89,179],"description":[92,96],"models;":[97],"however,":[98],"little":[99],"effort":[100],"creating":[105],"constructing":[107],"meaningful":[108],"topical":[109,182,226],"from":[111,126,191,213,266],"vast":[113],"automated":[119],"processes.":[120],"Topical":[121],"knowledge":[125,170],"certain":[128],"domain":[129],"providing":[130],"basic":[132],"understanding":[133],"concepts":[136,212,236],"that":[137,151,173,187,259],"serve":[138],"building":[140],"blocks":[141],"further":[143],"processing.":[144],"There":[145],"lack":[148],"solution":[150],"construct":[152],"based":[159,184],"on":[160,185],"data.":[162],"To":[163],"address":[164],"challenge,":[166],"we":[167],"introduce":[168],"acquisition":[171],"method":[172,201],"processes":[174],"automatically":[178,189],"evolve":[181],"rules":[186],"extracted":[190],"external":[192],"sources.":[193],"We":[194,228],"use":[195,229],"an":[196],"extended":[197],"k-":[198],"means":[199],"clustering":[200],"apply":[203],"statistic":[205],"model":[206],"extract":[208],"link":[210],"relevant":[211],"raw":[215,267],"them":[220,239],"form":[223],"ontology.":[227],"rule-based":[231],"system":[232],"label":[234],"human":[243],"user":[244],"or":[245],"analysis":[247],"reasoning":[249],"tools":[250],"software.":[252],"evaluation":[254],"our":[256],"shows":[258],"construction":[261,275],"topological":[264],"ontology":[265],"achievable":[271],"with":[272],"only":[273],"small":[274],"errors.":[276]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
