{"id":"https://openalex.org/W2975896501","doi":"https://doi.org/10.1007/s00180-019-00919-6","title":"Real-manufacturing-oriented big data analysis and data value evaluation with domain knowledge","display_name":"Real-manufacturing-oriented big data analysis and data value evaluation with domain knowledge","publication_year":2019,"publication_date":"2019-09-23","ids":{"openalex":"https://openalex.org/W2975896501","doi":"https://doi.org/10.1007/s00180-019-00919-6","mag":"2975896501"},"language":"en","primary_location":{"id":"doi:10.1007/s00180-019-00919-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-019-00919-6","pdf_url":null,"source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-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/A5080615166","display_name":"Weichang Kong","orcid":"https://orcid.org/0000-0002-7816-3796"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weichang Kong","raw_affiliation_strings":["Tongji University, No. 4800 Cao\u2019an Highway, Shanghai, China","Tongji University, No. 4800 Cao'an Highway, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University, No. 4800 Cao\u2019an Highway, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Tongji University, No. 4800 Cao'an Highway, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103108404","display_name":"Fei Qiao","orcid":"https://orcid.org/0000-0002-1513-8753"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Qiao","raw_affiliation_strings":["Tongji University, No. 4800 Cao\u2019an Highway, Shanghai, China","Tongji University, No. 4800 Cao'an Highway, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University, No. 4800 Cao\u2019an Highway, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Tongji University, No. 4800 Cao'an Highway, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102954186","display_name":"Qidi Wu","orcid":"https://orcid.org/0009-0001-8796-3058"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qidi Wu","raw_affiliation_strings":["Tongji University, No. 4800 Cao\u2019an Highway, Shanghai, China","Tongji University, No. 4800 Cao'an Highway, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University, No. 4800 Cao\u2019an Highway, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Tongji University, No. 4800 Cao'an Highway, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080615166"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":1.8143,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8768448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"35","issue":"2","first_page":"515","last_page":"538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.998199999332428,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.998199999332428,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7442753314971924},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7285754084587097},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.6402719616889954},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6220952868461609},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6157767176628113},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.6133589148521423},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5802384614944458},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5341612100601196},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.5058369636535645},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.49154242873191833},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4770704507827759},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4480125606060028},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4280223250389099},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22406521439552307},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2066146731376648},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20238655805587769},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15208348631858826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7442753314971924},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7285754084587097},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.6402719616889954},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6220952868461609},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6157767176628113},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.6133589148521423},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5802384614944458},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5341612100601196},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5058369636535645},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.49154242873191833},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4770704507827759},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4480125606060028},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4280223250389099},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22406521439552307},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2066146731376648},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20238655805587769},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15208348631858826},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00180-019-00919-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00180-019-00919-6","pdf_url":null,"source":{"id":"https://openalex.org/S8500805","display_name":"Computational Statistics","issn_l":"0943-4062","issn":["0943-4062","1613-9658"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Statistics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:compst:v:35:y:2020:i:2:d:10.1007_s00180-019-00919-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00180-019-00919-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.41999998688697815,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G8449340867","display_name":null,"funder_award_id":"71690234","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1845903142","https://openalex.org/W1966778069","https://openalex.org/W2044049559","https://openalex.org/W2049757356","https://openalex.org/W2191365824","https://openalex.org/W2261525379","https://openalex.org/W2364582931","https://openalex.org/W2470843486","https://openalex.org/W2482017365","https://openalex.org/W2498232401","https://openalex.org/W2517745273","https://openalex.org/W2604881377","https://openalex.org/W2605451152","https://openalex.org/W2608728451","https://openalex.org/W2613359266","https://openalex.org/W2613686321","https://openalex.org/W2616178334","https://openalex.org/W2622148298","https://openalex.org/W2724349242","https://openalex.org/W2735836606","https://openalex.org/W2737282932","https://openalex.org/W2746007326"],"related_works":["https://openalex.org/W4213040784","https://openalex.org/W2357854711","https://openalex.org/W4243448361","https://openalex.org/W2054759342","https://openalex.org/W2051700896","https://openalex.org/W1552255772","https://openalex.org/W2111524952","https://openalex.org/W4234690372","https://openalex.org/W4239551281","https://openalex.org/W2103484298"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
