{"id":"https://openalex.org/W2298706446","doi":"https://doi.org/10.2312/eurovisshort.20151131","title":"Visualization-assisted Insights into Home Energy Usage","display_name":"Visualization-assisted Insights into Home Energy Usage","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2298706446","doi":"https://doi.org/10.2312/eurovisshort.20151131","mag":"2298706446"},"language":"en","primary_location":{"id":"mag:2298706446","is_oa":false,"landing_page_url":"https://cs.usfca.edu/~apjoshi/papers/Eurovis_2015_home_energy.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306510186","display_name":"EuroVis (Short Papers)","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":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"EuroVis (Short Papers)","raw_type":null},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/eurovisshort.20151131","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029087426","display_name":"Matthew V. Law","orcid":"https://orcid.org/0000-0003-1167-9138"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Law, Matthew","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040999439","display_name":"Sami Rollins","orcid":"https://orcid.org/0009-0005-8961-4635"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rollins, Sami","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012819177","display_name":"Nilanjan Banerjee","orcid":"https://orcid.org/0000-0003-4466-0898"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Banerjee, Nilanjan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5067212091","display_name":"Alark Joshi","orcid":"https://orcid.org/0000-0002-3180-8075"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joshi, Alark","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029087426"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.963100016117096,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9546999931335449,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/visualization","display_name":"Visualization","score":0.7633459568023682},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7094030380249023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6824643611907959},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5844020247459412},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5342570543289185},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5271225571632385},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.48991531133651733},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22226956486701965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14633116126060486}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7633459568023682},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7094030380249023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6824643611907959},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5844020247459412},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5342570543289185},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5271225571632385},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.48991531133651733},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22226956486701965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14633116126060486},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"mag:2298706446","is_oa":false,"landing_page_url":"https://cs.usfca.edu/~apjoshi/papers/Eurovis_2015_home_energy.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306510186","display_name":"EuroVis (Short Papers)","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":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"EuroVis (Short Papers)","raw_type":null},{"id":"doi:10.2312/eurovisshort.20151131","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurovisshort.20151131","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.2312/eurovisshort.20151131","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurovisshort.20151131","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W47001854","https://openalex.org/W1965754725","https://openalex.org/W2002746741","https://openalex.org/W2035260523","https://openalex.org/W2043116078","https://openalex.org/W2060898661","https://openalex.org/W2089741653","https://openalex.org/W2097236039","https://openalex.org/W2119124598","https://openalex.org/W2126927905","https://openalex.org/W2126965044","https://openalex.org/W2130434120","https://openalex.org/W2135415614","https://openalex.org/W2136518210","https://openalex.org/W2143845394","https://openalex.org/W2144296370","https://openalex.org/W2147768899","https://openalex.org/W2159288336","https://openalex.org/W2162359976","https://openalex.org/W2163487757","https://openalex.org/W2170014209","https://openalex.org/W2540631174","https://openalex.org/W2921676705"],"related_works":["https://openalex.org/W2317990769","https://openalex.org/W2920878889","https://openalex.org/W2775140862","https://openalex.org/W3020997718","https://openalex.org/W1992219743","https://openalex.org/W2471206470","https://openalex.org/W3201031660","https://openalex.org/W3114612190","https://openalex.org/W2765298253","https://openalex.org/W2922466929","https://openalex.org/W2789341774","https://openalex.org/W3200289879","https://openalex.org/W2919397232","https://openalex.org/W2950258705","https://openalex.org/W1990330374","https://openalex.org/W1979011152","https://openalex.org/W3186488183","https://openalex.org/W2211305451","https://openalex.org/W2786406038","https://openalex.org/W2994474014"],"abstract_inverted_index":{"Motivated":[0],"by":[1],"both":[2,18,104],"cost":[3],"savings":[4],"and":[5,20,59,88,91,106],"environmental":[6],"concerns,":[7],"managing":[8],"energy":[9,33,121],"in":[10],"the":[11,30,40,50,57,100,114],"home":[12,120],"has":[13],"become":[14],"increasingly":[15],"important.":[16],"Though":[17],"user-driven":[19],"automated":[21],"solutions":[22],"have":[23],"shown":[24],"promise,":[25],"a":[26,53,83],"deeper":[27],"understanding":[28],"of":[29,32,42,52,85,94],"characteristics":[31,60],"usage":[34],"behavior":[35],"is":[36,103],"necessary":[37],"to":[38,64,81],"inform":[39],"design":[41],"such":[43],"systems.":[44],"In":[45],"this":[46],"work,":[47],"we":[48],"present":[49],"results":[51],"study":[54],"that":[55,77,99],"explores":[56],"insights":[58],"participants":[61,78],"are":[62,79],"able":[63,80],"derive":[65],"using":[66],"two":[67],"well-known":[68],"visualization":[69,102],"techniques":[70],"for":[71,116,119],"time":[72],"series":[73],"data.":[74],"We":[75,96],"find":[76,98],"extract":[82],"variety":[84],"relevant":[86],"features":[87],"explain":[89],"general":[90],"anomalous":[92],"patterns":[93],"behavior.":[95],"also":[97],"preferred":[101],"user-":[105],"task-dependent.":[107],"These":[108],"findings":[109],"may":[110],"be":[111],"used":[112],"as":[113],"basis":[115],"new":[117],"systems":[118],"management.":[122]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}