{"id":"https://openalex.org/W4394951215","doi":"https://doi.org/10.1109/mprv.2024.3384673","title":"Wasted Energy? Illuminating Energy Data With Ontologies","display_name":"Wasted Energy? Illuminating Energy Data With Ontologies","publication_year":2024,"publication_date":"2024-04-01","ids":{"openalex":"https://openalex.org/W4394951215","doi":"https://doi.org/10.1109/mprv.2024.3384673"},"language":"en","primary_location":{"id":"doi:10.1109/mprv.2024.3384673","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mprv.2024.3384673","pdf_url":null,"source":{"id":"https://openalex.org/S24191132","display_name":"IEEE Pervasive Computing","issn_l":"1536-1268","issn":["1536-1268","1558-2590"],"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 Pervasive Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.lancs.ac.uk/id/eprint/224325/1/IEEE_Pervasive_Computing_Special_Issue_on_Pervasive_Sustainability_2023_1_.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012789904","display_name":"Christian Remy","orcid":"https://orcid.org/0000-0003-2976-3653"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Christian Remy","raw_affiliation_strings":["School of Computing and Communications, Lancaster University, Lancaster, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080262450","display_name":"Adam Tyler","orcid":"https://orcid.org/0000-0001-6691-4452"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adam Tyler","raw_affiliation_strings":["School of Computing and Communications, Lancaster University, Lancaster, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042482895","display_name":"Paul J. Smith","orcid":"https://orcid.org/0000-0002-0034-3412"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul Smith","raw_affiliation_strings":["Mathematics and Statistics, Lancaster University, Lancaster, U.K"],"affiliations":[{"raw_affiliation_string":"Mathematics and Statistics, Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072864710","display_name":"Oliver Bates","orcid":"https://orcid.org/0000-0002-6249-8700"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Oliver Bates","raw_affiliation_strings":["School of Computing and Communications, Lancaster University, Lancaster, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031519539","display_name":"Adrian Friday","orcid":"https://orcid.org/0000-0002-9228-7365"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adrian Friday","raw_affiliation_strings":["School of Computing and Communications, Lancaster University, Lancaster, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Lancaster University, Lancaster, U.K","institution_ids":["https://openalex.org/I67415387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012789904"],"corresponding_institution_ids":["https://openalex.org/I67415387"],"apc_list":null,"apc_paid":null,"fwci":0.344,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62108006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"23","issue":"2","first_page":"27","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9718999862670898,"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":0.9718999862670898,"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":0.7827312350273132},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.6472141742706299},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5729708671569824},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.430691659450531},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4087514877319336},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2484089732170105}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7827312350273132},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.6472141742706299},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5729708671569824},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.430691659450531},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4087514877319336},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2484089732170105},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mprv.2024.3384673","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mprv.2024.3384673","pdf_url":null,"source":{"id":"https://openalex.org/S24191132","display_name":"IEEE Pervasive Computing","issn_l":"1536-1268","issn":["1536-1268","1558-2590"],"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 Pervasive Computing","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:224325","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/224325/1/IEEE_Pervasive_Computing_Special_Issue_on_Pervasive_Sustainability_2023_1_.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"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":{"id":"pmh:oai:eprints.lancs.ac.uk:224325","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/224325/1/IEEE_Pervasive_Computing_Special_Issue_on_Pervasive_Sustainability_2023_1_.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"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"},"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G8849867854","display_name":null,"funder_award_id":"EP/T025964/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G922273840","display_name":"Reducing End Use Energy Demand in Commercial Settings Through Digital Innovation","funder_award_id":"EP/T025964/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394951215.pdf","grobid_xml":"https://content.openalex.org/works/W4394951215.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1654805921","https://openalex.org/W1982706943","https://openalex.org/W2051409943","https://openalex.org/W2051696144","https://openalex.org/W2066238811","https://openalex.org/W2080957047","https://openalex.org/W2101743194","https://openalex.org/W2159288336","https://openalex.org/W2208788933","https://openalex.org/W2294237256","https://openalex.org/W2509840987","https://openalex.org/W2598311235","https://openalex.org/W2905026883","https://openalex.org/W2912675088","https://openalex.org/W2914980022","https://openalex.org/W3004627896","https://openalex.org/W3045107745","https://openalex.org/W4221112461","https://openalex.org/W4225098465","https://openalex.org/W4366527100","https://openalex.org/W6637382961"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Using":[0],"pervasive":[1,163],"computing":[2],"to":[3,23,64,72,76,119,150,167],"reduce":[4],"energy":[5,79,142,179],"demand":[6],"of":[7,56,61,70,114,128,133],"complex":[8],"commercial":[9],"premises":[10],"is":[11,18,21,131],"extremely":[12],"challenging":[13],"in":[14,51,141,162,177],"practice.":[15],"Yet,":[16],"this":[17,100,126],"exactly":[19],"what":[20],"needed":[22],"help":[24,77],"organizations":[25,159],"address":[26],"climate":[27],"and":[28,32,37,41,45,47,81,122,154,160,165,175],"decarbonization":[29],"targets.":[30],"Complex":[31],"heterogenous":[33],"data,":[34],"changing":[35],"policy":[36,84],"practice,":[38],"evolving":[39],"infrastructures":[40],"estates,":[42],"multiple":[43],"stakeholders,":[44],"transient":[46],"persistent":[48],"faults":[49],"hidden":[50],"longitudinal":[52],"data":[53],"from":[54],"thousands":[55],"sensors,":[57],"are":[58],"just":[59],"some":[60],"the":[62,111,134],"challenges":[63],"overcome.":[65],"In":[66,99],"our":[67,94,104],"multiyear":[68],"experience":[69],"working":[71],"create":[73,168],"software":[74],"systems":[75],"find":[78],"savings":[80],"enable":[82],"effective":[83],"creation,":[85],"we":[86,102],"have":[87],"found":[88],"an":[89],"important":[90],"gap":[91],"that":[92,117],"complicates":[93],"efforts:":[95],"missing":[96,116],"business":[97],"context.":[98],"article,":[101],"contribute":[103],"key":[105],"lessons":[106],"learned":[107],"so":[108],"far;":[109],"categorizing":[110],"different":[112],"types":[113],"information":[115,129],"need":[118],"be":[120],"captured;":[121],"describe":[123],"how":[124],"linking":[125],"sea":[127],"meaningfully":[130],"one":[132],"most":[135,138],"important,":[136],"yet":[137],"complicated":[139],"endeavors":[140],"management.":[143,180],"We":[144],"offer":[145,155],"ontologies":[146],"as":[147],"a":[148],"way":[149],"bridge":[151],"stakeholder":[152],"domains,":[153],"unique":[156],"opportunities":[157],"for":[158,171],"researchers":[161],"sustainability":[164],"beyond":[166],"better":[169],"tools":[170],"enabling":[172],"improved":[173],"practice":[174],"operation":[176],"smart":[178]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
