{"id":"https://openalex.org/W2117823911","doi":"https://doi.org/10.1109/icosc.2015.7050826","title":"Data-driven solutions for building environmental impact assessment","display_name":"Data-driven solutions for building environmental impact assessment","publication_year":2015,"publication_date":"2015-02-01","ids":{"openalex":"https://openalex.org/W2117823911","doi":"https://doi.org/10.1109/icosc.2015.7050826","mag":"2117823911"},"language":"en","primary_location":{"id":"doi:10.1109/icosc.2015.7050826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icosc.2015.7050826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing (IEEE ICSC 2015)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5034395042","display_name":"Qifeng Zhou","orcid":"https://orcid.org/0000-0003-3583-6943"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qifeng Zhou","raw_affiliation_strings":["School of Information Science and Engineering, Xiamen University, Xiamen, China","[School of Information Science and Engineering, Xiamen University, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"[School of Information Science and Engineering, Xiamen University, China]","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397092","display_name":"Hao Zhou","orcid":"https://orcid.org/0009-0009-3536-7623"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhou","raw_affiliation_strings":["School of Information Science and Engineering, Xiamen University, Xiamen, China","[School of Information Science and Engineering, Xiamen University, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"[School of Information Science and Engineering, Xiamen University, China]","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053311132","display_name":"Yimin Zhu","orcid":"https://orcid.org/0000-0002-3871-4733"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yimin Zhu","raw_affiliation_strings":["Department of Construction Management, Louisiana State University, Baton Rouge, LA","Department of Construction Management, Louisiana State University, Baton Rouge 70803, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Construction Management, Louisiana State University, Baton Rouge, LA","institution_ids":["https://openalex.org/I121820613"]},{"raw_affiliation_string":"Department of Construction Management, Louisiana State University, Baton Rouge 70803, USA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100455259","display_name":"Tao Li","orcid":"https://orcid.org/0000-0001-9277-1539"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Li","raw_affiliation_strings":["School of Computing and Information Sciences, Florida International University, Miami, FL","School of Computing and Information Sciences, Florida International University, Miami, 33199, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University, Miami, FL","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"School of Computing and Information Sciences, Florida International University, Miami, 33199, USA","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5384,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9060094,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"316","last_page":"319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10435","display_name":"Environmental Impact and Sustainability","score":0.9488999843597412,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9453999996185303,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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":0.7174638509750366},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6899439096450806},{"id":"https://openalex.org/keywords/life-cycle-assessment","display_name":"Life-cycle assessment","score":0.581538200378418},{"id":"https://openalex.org/keywords/environmental-impact-assessment","display_name":"Environmental impact assessment","score":0.5446473956108093},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5067484974861145},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48895442485809326},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36312204599380493},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3284743130207062},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20169541239738464},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17396512627601624},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.10425308346748352}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7174638509750366},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6899439096450806},{"id":"https://openalex.org/C2778706760","wikidata":"https://www.wikidata.org/wiki/Q581950","display_name":"Life-cycle assessment","level":3,"score":0.581538200378418},{"id":"https://openalex.org/C164749845","wikidata":"https://www.wikidata.org/wiki/Q320389","display_name":"Environmental impact assessment","level":2,"score":0.5446473956108093},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5067484974861145},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48895442485809326},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36312204599380493},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3284743130207062},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20169541239738464},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17396512627601624},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.10425308346748352},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icosc.2015.7050826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icosc.2015.7050826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing (IEEE ICSC 2015)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.lsu.edu:construction_management_pubs-1580","is_oa":false,"landing_page_url":"https://repository.lsu.edu/construction_management_pubs/580","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W9742118","https://openalex.org/W85198801","https://openalex.org/W100104462","https://openalex.org/W1789199237","https://openalex.org/W1797122862","https://openalex.org/W1985709748","https://openalex.org/W2028306633","https://openalex.org/W2029130311","https://openalex.org/W2038061027","https://openalex.org/W2043500922","https://openalex.org/W2054095964","https://openalex.org/W2122506757","https://openalex.org/W2127572204","https://openalex.org/W2132484972","https://openalex.org/W2133593315","https://openalex.org/W2148603752","https://openalex.org/W2151195852","https://openalex.org/W2157126098","https://openalex.org/W2328120475","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2022323449","https://openalex.org/W2888035426","https://openalex.org/W2811027970","https://openalex.org/W2330154930","https://openalex.org/W2347342876","https://openalex.org/W342936983","https://openalex.org/W3027363553","https://openalex.org/W2942823584","https://openalex.org/W3192548019","https://openalex.org/W3183454599"],"abstract_inverted_index":{"Life":[0],"cycle":[1],"assessment":[2,59,130,149],"(LCA)":[3],"as":[4,100],"a":[5,46,70,101,114,133,160],"decision":[6],"support":[7],"tool":[8],"for":[9,136,183],"evaluating":[10],"the":[11,27,39,86,122,146,152,156],"environmental":[12,57,147],"load":[13],"of":[14,41,49,73,79,103],"products":[15],"has":[16],"been":[17],"widely":[18],"used":[19],"in":[20,26],"many":[21],"fields.":[22],"However,":[23],"applying":[24],"LCA":[25],"building":[28,42,52,56,89,153],"industry":[29],"is":[30,36,61,118,142,165],"expensive":[31],"and":[32,75,91,107,125],"time":[33],"consuming.":[34],"This":[35,67],"due":[37],"to":[38,84,128,144,155,167],"complexity":[40],"structure":[43],"along":[44],"with":[45],"large":[47],"amount":[48],"high-dimensional":[50],"heterogeneous":[51],"data.":[53],"So":[54],"far":[55],"impact":[58,148,185],"(BEIA)":[60],"an":[62],"important":[63,97],"yet":[64],"under-addressed":[65],"issue.":[66],"paper":[68],"gives":[69],"brief":[71],"survey":[72],"BEIA":[74,98],"investigates":[76],"potential":[77],"advantages":[78],"using":[80],"data":[81,104],"mining":[82,105],"techniques":[83],"discover":[85],"relationships":[87],"between":[88],"materials":[90],"environment":[92,184],"impacts.":[93],"We":[94,173],"formulate":[95],"three":[96],"issues":[99],"series":[102],"problems,":[106],"propose":[108],"corresponding":[109],"solution":[110],"schemes.":[111],"Specifically,":[112],"first,":[113],"feature":[115],"selection":[116,141],"approach":[117],"proposed":[119,143],"based":[120],"on":[121,180],"practical":[123],"demand":[124],"construction":[126],"characteristics":[127],"perform":[129],"analysis.":[131],"Second,":[132],"unified":[134],"framework":[135],"solving":[137],"constraint-based":[138],"clustering":[139,163],"ensemble":[140],"extend":[145],"range":[150],"from":[151],"level":[154],"regional":[157],"level.":[158],"Finally,":[159],"multiple":[161],"disparate":[162],"method":[164],"presented":[166],"help":[168],"sustainable":[169],"new":[170],"buildings":[171],"design.":[172],"expect":[174],"our":[175],"proposal":[176],"would":[177],"shed":[178],"light":[179],"data-driven":[181],"approaches":[182],"assessment.":[186]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
