{"id":"https://openalex.org/W4391236637","doi":"https://doi.org/10.1109/ispec58282.2023.10403001","title":"Analysis and Application of User Power Consumption Characteristics Profile Based on Big Data Technology","display_name":"Analysis and Application of User Power Consumption Characteristics Profile Based on Big Data Technology","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4391236637","doi":"https://doi.org/10.1109/ispec58282.2023.10403001"},"language":"en","primary_location":{"id":"doi:10.1109/ispec58282.2023.10403001","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ispec58282.2023.10403001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Sustainable Power and Energy Conference (iSPEC)","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/A5100746426","display_name":"Fei Xu","orcid":"https://orcid.org/0000-0003-1845-138X"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fei Xu","raw_affiliation_strings":["China Electric Power Research Institute,Beijing,China","China Electric Power Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute,Beijing,China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]},{"raw_affiliation_string":"China Electric Power Research Institute, Beijing, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010899287","display_name":"Daoxing Li","orcid":"https://orcid.org/0000-0002-5275-8951"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daoxing Li","raw_affiliation_strings":["China Electric Power Research Institute,Beijing,China","China Electric Power Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute,Beijing,China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]},{"raw_affiliation_string":"China Electric Power Research Institute, Beijing, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021659094","display_name":"Zhixiang Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]},{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixiang Ji","raw_affiliation_strings":["China Electric Power Research Institute,Beijing,China","China Electric Power Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute,Beijing,China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]},{"raw_affiliation_string":"China Electric Power Research Institute, Beijing, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100642503","display_name":"Yanwei Wang","orcid":"https://orcid.org/0000-0002-8067-1909"},"institutions":[{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]},{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanwei Wang","raw_affiliation_strings":["China Electric Power Research Institute,Beijing,China","China Electric Power Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute,Beijing,China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]},{"raw_affiliation_string":"China Electric Power Research Institute, Beijing, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100746426"],"corresponding_institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2850357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T12384","display_name":"Customer churn and segmentation","score":0.9409999847412109,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T14139","display_name":"E-commerce and Technology Innovations","score":0.917900025844574,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6124690175056458},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5562058687210083},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5392727851867676},{"id":"https://openalex.org/keywords/service-quality","display_name":"Service quality","score":0.5285300612449646},{"id":"https://openalex.org/keywords/customer-satisfaction","display_name":"Customer satisfaction","score":0.5188899636268616},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5035015940666199},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.4683125913143158},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.45761507749557495},{"id":"https://openalex.org/keywords/consumer-behaviour","display_name":"Consumer behaviour","score":0.4537045359611511},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4510924816131592},{"id":"https://openalex.org/keywords/user-profile","display_name":"User profile","score":0.43009454011917114},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.25907111167907715},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21687781810760498},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19720080494880676},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17628711462020874}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6124690175056458},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5562058687210083},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5392727851867676},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.5285300612449646},{"id":"https://openalex.org/C191511416","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"Customer satisfaction","level":2,"score":0.5188899636268616},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5035015940666199},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.4683125913143158},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.45761507749557495},{"id":"https://openalex.org/C23213687","wikidata":"https://www.wikidata.org/wiki/Q301468","display_name":"Consumer behaviour","level":2,"score":0.4537045359611511},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4510924816131592},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.43009454011917114},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.25907111167907715},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21687781810760498},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19720080494880676},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17628711462020874},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispec58282.2023.10403001","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ispec58282.2023.10403001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Sustainable Power and Energy Conference (iSPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7300000190734863}],"awards":[],"funders":[{"id":"https://openalex.org/F4320329056","display_name":"China Electric Power Research Institute","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2384824705"],"related_works":["https://openalex.org/W1816461854","https://openalex.org/W2776409113","https://openalex.org/W2579474333","https://openalex.org/W3187939022","https://openalex.org/W2291698372","https://openalex.org/W2947582547","https://openalex.org/W2091858233","https://openalex.org/W2089997255","https://openalex.org/W2156573693","https://openalex.org/W2590119245"],"abstract_inverted_index":{"The":[0],"traditional":[1],"customer":[2,23,111,119],"service":[3,6,24,114],"concepts":[4],"and":[5,21,43,47,70,103,115,118],"methods":[7],"of":[8,19,80,94],"electric":[9],"power":[10,28,56,76,85,97,113],"enterprises":[11],"are":[12],"difficult":[13],"to":[14],"meet":[15],"the":[16,75,92,95],"increasing":[17],"demand":[18],"personalized":[20],"precise":[22],"experience.":[25],"Building":[26],"a":[27,54,83,107],"user":[29,55,65,84,96],"profile":[30,88,100],"can":[31],"accurately":[32],"segment":[33],"consumer":[34],"groups,":[35],"which":[36,105],"is":[37,89,101],"beneficial":[38],"for":[39,110],"selecting":[40],"target":[41],"markets":[42],"positioning":[44],"core":[45],"markets,":[46],"achieve":[48],"precision":[49],"marketing.":[50],"This":[51],"paper":[52],"establishes":[53],"consumption":[57,86,98],"characteristics":[58,87,99],"portrait":[59],"label":[60,77],"system":[61],"from":[62],"three":[63],"dimensions:":[64],"basic":[66],"information,":[67],"behavioral":[68],"characteristics,":[69],"interest":[71],"preferences.":[72],"Based":[73],"on":[74],"mining":[78],"technology":[79],"big":[81],"data,":[82],"constructed.":[90],"Finally,":[91],"application":[93],"studied":[102],"analyzed,":[104],"lays":[106],"good":[108],"foundation":[109],"insight,":[112],"quality":[116],"improvement":[117],"satisfaction":[120],"improvement.":[121]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}