{"id":"https://openalex.org/W2144829144","doi":"https://doi.org/10.1145/2030112.2030230","title":"Multi-granular demand forecasting in SmarterWater","display_name":"Multi-granular demand forecasting in SmarterWater","publication_year":2011,"publication_date":"2011-09-17","ids":{"openalex":"https://openalex.org/W2144829144","doi":"https://doi.org/10.1145/2030112.2030230","mag":"2144829144"},"language":"en","primary_location":{"id":"doi:10.1145/2030112.2030230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2030112.2030230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th international conference on Ubiquitous computing","raw_type":"proceedings-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/A5024875891","display_name":"Jing Dai","orcid":"https://orcid.org/0009-0002-7823-4686"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jing Dai","raw_affiliation_strings":["IBM Research, Hawthorne, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351429","display_name":"Ming Li","orcid":"https://orcid.org/0000-0002-4303-2438"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Li","raw_affiliation_strings":["IBM Research, Hawthorne, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103360175","display_name":"Sambit Sahu","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sambit Sahu","raw_affiliation_strings":["IBM Research, Hawthorne, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039299246","display_name":"Milind Naphade","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Milind Naphade","raw_affiliation_strings":["IBM Research, Hawthorne, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Research, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100352729","display_name":"Feng Chen","orcid":"https://orcid.org/0000-0002-9493-4976"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Chen","raw_affiliation_strings":["Virginia Tech, Falls Church, VA, USA","Virginia Tech., Falls Church, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Falls Church, VA, USA","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Virginia Tech., Falls Church, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024875891"],"corresponding_institution_ids":["https://openalex.org/I1341412227"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17758958,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"595","last_page":"596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9990000128746033,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9990000128746033,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9890000224113464,"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/consumption","display_name":"Consumption (sociology)","score":0.7399767637252808},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.670103132724762},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.6595726013183594},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5847626328468323},{"id":"https://openalex.org/keywords/water-consumption","display_name":"Water consumption","score":0.5542617440223694},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5404580235481262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5387822389602661},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3526283800601959},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.19818657636642456},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.15565478801727295},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14686176180839539},{"id":"https://openalex.org/keywords/economy","display_name":"Economy","score":0.11757591366767883},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11198773980140686},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07483777403831482}],"concepts":[{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.7399767637252808},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.670103132724762},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.6595726013183594},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5847626328468323},{"id":"https://openalex.org/C2982944804","wikidata":"https://www.wikidata.org/wiki/Q26534","display_name":"Water consumption","level":2,"score":0.5542617440223694},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5404580235481262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5387822389602661},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3526283800601959},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.19818657636642456},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.15565478801727295},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14686176180839539},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.11757591366767883},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11198773980140686},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07483777403831482},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2030112.2030230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2030112.2030230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th international conference on Ubiquitous computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W1989946465","https://openalex.org/W2148926368"],"related_works":["https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W2330575325","https://openalex.org/W2163803519","https://openalex.org/W2497592525","https://openalex.org/W3096145648","https://openalex.org/W3197510923","https://openalex.org/W2370579019","https://openalex.org/W4313265328","https://openalex.org/W2365267743"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"describe":[4],"the":[5,12,36,40,54],"multi-resolution":[6],"water":[7],"consumption":[8,20,32],"prediction":[9,16],"based":[10],"on":[11],"SmarterWater":[13,41],"system.":[14],"This":[15],"service":[17,55],"provides":[18],"household":[19],"projection":[21],"and":[22,29],"regional":[23],"demand":[24],"forecasting":[25],"for":[26],"both":[27],"short-term":[28],"med-term.":[30],"Water":[31],"prediction,":[33],"together":[34],"with":[35],"other":[37],"functions":[38],"in":[39],"service,":[42],"has":[43,56],"been":[44,57],"deployed":[45],"to":[46],"Dubuque,":[47],"IA.":[48],"Consumption":[49],"behavior":[50],"change":[51],"after":[52],"accessing":[53],"observed.":[58]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}