{"id":"https://openalex.org/W4404719984","doi":"https://doi.org/10.5220/0012925800003838","title":"EX-DSS: An Explorative Decision Support System for Designing and Deploying Smart Plug Forecasting Pipelines","display_name":"EX-DSS: An Explorative Decision Support System for Designing and Deploying Smart Plug Forecasting Pipelines","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404719984","doi":"https://doi.org/10.5220/0012925800003838"},"language":"en","primary_location":{"id":"doi:10.5220/0012925800003838","doi":"https://doi.org/10.5220/0012925800003838","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012925800003838","pdf_url":null,"source":{"id":"https://openalex.org/S4306420005","display_name":"International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://dx.doi.org/10.5220/0012925800003838","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Giulia Rinaldi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Giulia Rinaldi","raw_affiliation_strings":["KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, 3001 Leuven, Belgium, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, 3001 Leuven, Belgium, --- Select a Country ---","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018128479","display_name":"Lola Botman","orcid":"https://orcid.org/0000-0003-1077-0271","observed_orcids":["https://orcid.org/0000-0003-1077-0271"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Lola Botman","raw_affiliation_strings":["KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, 3001 Leuven, Belgium, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, 3001 Leuven, Belgium, --- Select a Country ---","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102785803","display_name":"Oscar Mauricio Agudelo","orcid":"https://orcid.org/0000-0002-6639-7958","observed_orcids":["https://orcid.org/0000-0002-6639-7958"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Oscar Agudelo","raw_affiliation_strings":["KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, 3001 Leuven, Belgium, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, 3001 Leuven, Belgium, --- Select a Country ---","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018814006","display_name":"Bart De Moor","orcid":"https://orcid.org/0000-0002-1154-5028","observed_orcids":["https://orcid.org/0000-0002-1154-5028"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart De Moor","raw_affiliation_strings":["KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, 3001 Leuven, Belgium, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, 3001 Leuven, Belgium, --- Select a Country ---","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.4914,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5406587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"197","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":0.8949999809265137,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":0.8949999809265137,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.048900000751018524,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.021800000220537186,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-support-system","display_name":"decision support system","score":0.8560000061988831},{"id":"https://openalex.org/keywords/data-quality-validation","display_name":"data quality validation","score":0.9739999771118164},{"id":"https://openalex.org/keywords/appliance-scheduling","display_name":"appliance scheduling","score":0.6309999823570251},{"id":"https://openalex.org/keywords/commercial-building-energy-consumption","display_name":"commercial building energy consumption","score":0.9229999780654907},{"id":"https://openalex.org/keywords/personalized-recommendation","display_name":"personalized recommendation","score":0.4569999873638153},{"id":"https://openalex.org/keywords/knowledge-sharing","display_name":"knowledge sharing","score":0.5130000114440918}],"concepts":[{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.7154725193977356},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.6364557147026062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5574900507926941},{"id":"https://openalex.org/C2780070844","wikidata":"https://www.wikidata.org/wiki/Q857815","display_name":"Plug and play","level":2,"score":0.49658018350601196},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4219318628311157},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.4185592830181122},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2670733332633972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20211169123649597},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07292738556861877},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012925800003838","doi":"https://doi.org/10.5220/0012925800003838","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012925800003838","pdf_url":null,"source":{"id":"https://openalex.org/S4306420005","display_name":"International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/755649","doi":null,"is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/755649","pdf_url":"https://lirias.kuleuven.be/retrieve/2ed44834-68e7-4dea-acb1-7bd90f46f6e5","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"KMIS 2024 - 16th International Conference on Knowledge Management and Information Systems, Porto, Portugal, 17-19 November 2024","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0012925800003838","doi":"https://doi.org/10.5220/0012925800003838","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012925800003838","pdf_url":null,"source":{"id":"https://openalex.org/S4306420005","display_name":"International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":1.0,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2115076930","display_name":null,"funder_award_id":"885682","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2998977510","display_name":null,"funder_award_id":"C3I-21-00316)","funder_id":"https://openalex.org/F4320322308","funder_display_name":"KU Leuven"},{"id":"https://openalex.org/G338995740","display_name":null,"funder_award_id":"HBC.20192204","funder_id":"https://openalex.org/F4320313460","funder_display_name":"Agentschap Innoveren en Ondernemen"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4466228027","display_name":null,"funder_award_id":"C3/20/117","funder_id":"https://openalex.org/F4320322308","funder_display_name":"KU Leuven"},{"id":"https://openalex.org/G4599083061","display_name":null,"funder_award_id":"HBC.2021.0076","funder_id":"https://openalex.org/F4320313460","funder_display_name":"Agentschap Innoveren en Ondernemen"},{"id":"https://openalex.org/G4869584417","display_name":null,"funder_award_id":"iBOF/23/064","funder_id":"https://openalex.org/F4320322308","funder_display_name":"KU Leuven"},{"id":"https://openalex.org/G5396618920","display_name":"Innovative research and valorization of plainchant through digital technology (THE SOUND OF MUSIC).","funder_award_id":"S005319N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G7215814406","display_name":"Direct detection and identification of neuro-oncology markers in brain tumours","funder_award_id":"T001919N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G8407703196","display_name":"A system identification framework for globally optimal models.","funder_award_id":"11K5623N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320313460","display_name":"Agentschap Innoveren en Ondernemen","ror":"https://ror.org/032xdry56"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320322308","display_name":"KU Leuven","ror":"https://ror.org/05f950310"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404719984.pdf","grobid_xml":"https://content.openalex.org/works/W4404719984.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7055883673","https://openalex.org/W3148266933","https://openalex.org/W3049646911","https://openalex.org/W7156139141","https://openalex.org/W2405930762","https://openalex.org/W7172426828","https://openalex.org/W2578358467","https://openalex.org/W4375935390","https://openalex.org/W6999561295","https://openalex.org/W7167728602"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"pipelines":[2,41,115],"are":[3],"increasingly":[4],"used":[5],"to":[6,82,92,112,150],"address":[7],"specific":[8],"challenges,":[9],"such":[10],"as":[11],"forecasting":[12,117],"smart":[13,118],"plug":[14,119],"loads.Smart":[15],"plugs,":[16],"which":[17,70],"remotely":[18],"control":[19],"various":[20],"appliances,":[21],"can":[22,58],"significantly":[23],"reduce":[24,151],"energy":[25,152],"consumption":[26,153],"in":[27,138,154],"commercial":[28,155],"buildings":[29],"by":[30],"about":[31],"20%":[32],"when":[33],"effectively":[34],"scheduled":[35],"using":[36,124],"AI":[37,40,114],"techniques.Designing":[38],"these":[39],"involves":[42],"numerous":[43],"steps":[44],"and":[45,49,86,98,136,142],"variables,":[46],"requiring":[47],"collaboration":[48],"shared":[50],"knowledge":[51],"among":[52],"designers.A":[53],"Decision":[54,66],"Support":[55,67],"System":[56,68],"(DSS)":[57],"facilitate":[59],"this":[60],"process.This":[61],"paper":[62],"introduces":[63],"the":[64,72,125,128],"Explorative":[65,79],"(EX-DSS),":[69],"extends":[71],"classical":[73],"DSS":[74],"framework.The":[75],"EX-DSS":[76,102,126],"integrates":[77],"an":[78],"Management":[80],"Subsystem":[81],"provide":[83],"project-specific":[84],"recommendations":[85],"a":[87,108,139,147],"Data":[88],"Quality":[89],"(DQ)":[90],"module":[91],"validate":[93],"user":[94,144],"inputs,":[95],"ensuring":[96],"clarity":[97],"enhancing":[99],"information":[100],"sharing.The":[101],"architecture":[103],"framework":[104],"was":[105],"tested":[106],"through":[107],"software":[109],"prototype":[110],"designed":[111],"create":[113],"for":[116],"loads.The":[120],"study":[121],"found":[122],"that":[123],"improves":[127],"quality":[129],"of":[130],"suggestions,":[131],"making":[132],"them":[133],"more":[134,140],"problem-specific":[135],"resulting":[137],"personalized":[141],"meaningful":[143],"experience,":[145],"with":[146],"significant":[148],"potential":[149],"buildings.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2024-11-27T00:00:00"}