{"id":"https://openalex.org/W2975863160","doi":"https://doi.org/10.1186/s42162-019-0088-9","title":"Designing an integrated socio-technical behaviour change system for energy saving","display_name":"Designing an integrated socio-technical behaviour change system for energy saving","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2975863160","doi":"https://doi.org/10.1186/s42162-019-0088-9","mag":"2975863160"},"language":"en","primary_location":{"id":"doi:10.1186/s42162-019-0088-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-019-0088-9","pdf_url":"https://energyinformatics.springeropen.com/track/pdf/10.1186/s42162-019-0088-9","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://energyinformatics.springeropen.com/track/pdf/10.1186/s42162-019-0088-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087542318","display_name":"Ksenia Koroleva","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116736","display_name":"European Institute for Participatory Media","ror":"https://ror.org/02ay1zt80","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210116736"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ksenia Koroleva","raw_affiliation_strings":["European Institute for Participatory Media, Pariser Platz 6, Berlin, 10117, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"European Institute for Participatory Media, Pariser Platz 6, Berlin, 10117, Germany","institution_ids":["https://openalex.org/I4210116736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043359460","display_name":"Mark Melenhorst","orcid":null},"institutions":[{"id":"https://openalex.org/I2801398864","display_name":"Saxion","ror":"https://ror.org/005t9n460","country_code":"NL","type":"education","lineage":["https://openalex.org/I2801398864"]},{"id":"https://openalex.org/I4210116736","display_name":"European Institute for Participatory Media","ror":"https://ror.org/02ay1zt80","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210116736"]}],"countries":["DE","NL"],"is_corresponding":false,"raw_author_name":"Mark Melenhorst","raw_affiliation_strings":["European Institute for Participatory Media, Pariser Platz 6, Berlin, 10117, Germany","Saxion University of Applied Sciences, M.H. Tromplaan 28, Enschede, 7513, AB, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"European Institute for Participatory Media, Pariser Platz 6, Berlin, 10117, Germany","institution_ids":["https://openalex.org/I4210116736"]},{"raw_affiliation_string":"Saxion University of Applied Sciences, M.H. Tromplaan 28, Enschede, 7513, AB, Netherlands","institution_ids":["https://openalex.org/I2801398864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077896740","display_name":"Jasminko Novak","orcid":"https://orcid.org/0000-0001-8296-3350"},"institutions":[{"id":"https://openalex.org/I4210116736","display_name":"European Institute for Participatory Media","ror":"https://ror.org/02ay1zt80","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210116736"]},{"id":"https://openalex.org/I4210148663","display_name":"University of Applied Sciences Stralsund","ror":"https://ror.org/04g99jx54","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210148663"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jasminko Novak","raw_affiliation_strings":["European Institute for Participatory Media, Pariser Platz 6, Berlin, 10117, Germany","University of Applied Sciences Stralsund, IACS-Institute for Applied Computer Science, Zur Schwedenschanze 15, Stralsund, 18435, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"European Institute for Participatory Media, Pariser Platz 6, Berlin, 10117, Germany","institution_ids":["https://openalex.org/I4210116736"]},{"raw_affiliation_string":"University of Applied Sciences Stralsund, IACS-Institute for Applied Computer Science, Zur Schwedenschanze 15, Stralsund, 18435, Germany","institution_ids":["https://openalex.org/I4210148663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022335159","display_name":"Sergio Luis Herrera Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-8903-0622"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Luis Herrera Gonzalez","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci, 32, Milano, 20133, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci, 32, Milano, 20133, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024296934","display_name":"Piero Fraternali","orcid":"https://orcid.org/0000-0002-6945-2625"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Piero Fraternali","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci, 32, Milano, 20133, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci, 32, Milano, 20133, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075788426","display_name":"Andrea Emilio Rizzoli","orcid":"https://orcid.org/0000-0001-8179-0750"},"institutions":[{"id":"https://openalex.org/I15196421","display_name":"University of Applied Sciences and Arts of Southern Switzerland","ror":"https://ror.org/05ep8g269","country_code":"CH","type":"education","lineage":["https://openalex.org/I15196421"]},{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Andrea E. Rizzoli","raw_affiliation_strings":["IDSIA USI-SUPSI, Galleria 2, Manno, 6928, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDSIA USI-SUPSI, Galleria 2, Manno, 6928, Switzerland","institution_ids":["https://openalex.org/I2614128279","https://openalex.org/I15196421"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5087542318"],"corresponding_institution_ids":["https://openalex.org/I4210116736"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":11.0664,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.97873712,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2","issue":"S1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10898","display_name":"Environmental Education and Sustainability","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10898","display_name":"Environmental Education and Sustainability","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11542","display_name":"Behavioral Health and Interventions","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7030274868011475},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.640082836151123},{"id":"https://openalex.org/keywords/behaviour-change","display_name":"Behaviour change","score":0.6252108812332153},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6245243549346924},{"id":"https://openalex.org/keywords/systems-design","display_name":"Systems design","score":0.5126053690910339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49901485443115234},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.46406397223472595},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4608805179595947},{"id":"https://openalex.org/keywords/behavior-change","display_name":"Behavior change","score":0.42168205976486206},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4003055989742279},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.364971399307251},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2750958800315857},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13153445720672607},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1201886534690857}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7030274868011475},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.640082836151123},{"id":"https://openalex.org/C3020759390","wikidata":"https://www.wikidata.org/wiki/Q4880694","display_name":"Behaviour change","level":3,"score":0.6252108812332153},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6245243549346924},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.5126053690910339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49901485443115234},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.46406397223472595},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4608805179595947},{"id":"https://openalex.org/C14262774","wikidata":"https://www.wikidata.org/wiki/Q4880695","display_name":"Behavior change","level":2,"score":0.42168205976486206},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4003055989742279},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.364971399307251},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2750958800315857},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13153445720672607},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1201886534690857},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s42162-019-0088-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-019-0088-9","pdf_url":"https://energyinformatics.springeropen.com/track/pdf/10.1186/s42162-019-0088-9","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c06fbdad95734296bdfb4199e289040f","is_oa":false,"landing_page_url":"https://doaj.org/article/c06fbdad95734296bdfb4199e289040f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Energy Informatics, Vol 2, Iss S1, Pp 1-20 (2019)","raw_type":"article"},{"id":"pmh:oai:re.public.polimi.it:11311/1107971","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1107971","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1186/s42162-019-0088-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-019-0088-9","pdf_url":"https://energyinformatics.springeropen.com/track/pdf/10.1186/s42162-019-0088-9","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8202319191","display_name":null,"funder_award_id":"72305","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320323033","display_name":"Bundesministerium f\u00fcr Verkehr, Innovation und Technologie","ror":"https://ror.org/04marky29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2975863160.pdf","grobid_xml":"https://content.openalex.org/works/W2975863160.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W152761198","https://openalex.org/W1458186559","https://openalex.org/W1517229207","https://openalex.org/W1532956341","https://openalex.org/W1539630154","https://openalex.org/W1973823147","https://openalex.org/W1987523869","https://openalex.org/W2002962334","https://openalex.org/W2003481039","https://openalex.org/W2003612622","https://openalex.org/W2017646496","https://openalex.org/W2019233029","https://openalex.org/W2025080604","https://openalex.org/W2037557484","https://openalex.org/W2038631615","https://openalex.org/W2045990913","https://openalex.org/W2052901398","https://openalex.org/W2064925916","https://openalex.org/W2076966025","https://openalex.org/W2081621151","https://openalex.org/W2088135512","https://openalex.org/W2089324515","https://openalex.org/W2095609180","https://openalex.org/W2099233982","https://openalex.org/W2103599714","https://openalex.org/W2110991980","https://openalex.org/W2113008285","https://openalex.org/W2116151775","https://openalex.org/W2119124598","https://openalex.org/W2121282904","https://openalex.org/W2124024503","https://openalex.org/W2134049139","https://openalex.org/W2134694239","https://openalex.org/W2136608905","https://openalex.org/W2142912849","https://openalex.org/W2144568193","https://openalex.org/W2160353804","https://openalex.org/W2163682975","https://openalex.org/W2168745915","https://openalex.org/W2198829320","https://openalex.org/W2413028598","https://openalex.org/W2495215841","https://openalex.org/W2507332899","https://openalex.org/W2553216377","https://openalex.org/W2581839940","https://openalex.org/W2737033810","https://openalex.org/W2763770321","https://openalex.org/W2789315551","https://openalex.org/W2899645189","https://openalex.org/W2901889472","https://openalex.org/W3125976894","https://openalex.org/W4229977739","https://openalex.org/W4253682481","https://openalex.org/W4292808503"],"related_works":["https://openalex.org/W4304693851","https://openalex.org/W4298063593","https://openalex.org/W2758613411","https://openalex.org/W2902119947","https://openalex.org/W4386451234","https://openalex.org/W4380446379","https://openalex.org/W3095148816","https://openalex.org/W2568873942","https://openalex.org/W2047101343","https://openalex.org/W3173745285"],"abstract_inverted_index":{"Abstract":[0],"Stimulating":[1],"households":[2],"to":[3,17,54,209,240],"save":[4],"energy":[5,23,81,123,145,148,154,169,206,218,242],"with":[6,141,167,175],"behaviour":[7,37,57,77,119],"change":[8,38,58,78,120,216],"support":[9,18],"systems":[10],"is":[11,126],"a":[12,41,48,74,95,118,130,165,173,199,210,214],"challenge":[13],"and":[14,60,71,89,147,157,172,181,191,213],"an":[15,109],"opportunity":[16],"efforts":[19],"towards":[20],"more":[21],"sustainable":[22],"consumption.":[24],"The":[25,98,134,160],"approaches":[26],"developed":[27,135],"so":[28],"far,":[29],"often":[30],"either;":[31],"do":[32,45],"not":[33,46],"consider":[34],"the":[35,61,69,90,115,189,195,221,225,234,237],"underlying":[36],"process":[39],"in":[40,94,129,198,217,220],"systematic":[42,49,96],"way,":[43],"or":[44],"provide":[47],"linking":[50],"of":[51,63,73,104,117,144,194,236],"design":[52,62,70,93,116,162,190],"elements":[53],"findings":[55,99],"from":[56,86,100],"literature":[59],"persuasive":[64,91],"systems.":[65],"This":[66],"paper":[67],"discusses":[68],"evaluation":[72,192],"holistic":[75],"socio-technical":[76,111],"system":[79,92,121,132,136,161,197,239],"for":[80,113,122],"saving":[82,149,155,170],"that":[83,178],"combines":[84,137],"insights":[85],"behavioural":[87],"theories":[88],"way.":[97],"these":[101],"two":[102],"streams":[103],"research":[105],"are":[106,179],"combined":[107],"into":[108],"integrated":[110],"model":[112],"informing":[114],"saving,":[124],"which":[125],"then":[127],"implemented":[128],"concrete":[131],"design.":[133],"smart":[138],"meter":[139],"data":[140],"interactive":[142],"visualisations":[143],"consumption":[146,207],"impact,":[150],"gamified":[151],"incentive":[152],"mechanisms,":[153],"recommendations":[156,177],"attention":[158],"triggers.":[159],"distinguishes":[163],"between":[164],"version":[166,174],"non-personalized":[168,196],"tips":[171],"personalized":[176],"deployed":[180],"evaluated":[182],"separately.":[183],"In":[184],"this":[185],"paper,":[186],"we":[187],"present":[188],"results":[193,203],"real-world":[200],"pilot.":[201],"Obtained":[202],"indicate":[204],"reduced":[205],"compared":[208],"control":[211],"group":[212,223],"positive":[215,230],"knowledge":[219],"treatment":[222],"using":[224],"system,":[226],"as":[227,229],"well":[228],"user":[231],"feedback":[232],"about":[233],"suitability":[235],"designed":[238],"encourage":[241],"saving.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-10-10T00:00:00"}