{"id":"https://openalex.org/W2041761812","doi":"https://doi.org/10.1080/014461999371385","title":"A neural network based system for predicting earthmoving production","display_name":"A neural network based system for predicting earthmoving production","publication_year":1999,"publication_date":"1999-07-01","ids":{"openalex":"https://openalex.org/W2041761812","doi":"https://doi.org/10.1080/014461999371385","mag":"2041761812"},"language":"en","primary_location":{"id":"doi:10.1080/014461999371385","doi":"https://doi.org/10.1080/014461999371385","is_oa":false,"landing_page_url":"https://doi.org/10.1080/014461999371385","pdf_url":null,"source":{"id":"https://openalex.org/S128059648","display_name":"Construction Management and Economics","issn_l":"0144-6193","issn":["0144-6193","1466-433X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Construction Management and Economics","raw_type":"journal-article"},"volume":null,"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/A5102883625","display_name":"Jonathan Jingsheng SHI","orcid":"https://orcid.org/0000-0003-2156-3702","observed_orcids":["https://orcid.org/0000-0003-2156-3702"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"JONATHAN JINGSHENG SHI","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5102883625"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5898,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.72833897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"17","issue":"4","first_page":"463","last_page":"471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10395","display_name":"Construction Project Management and Performance","score":0.6685000061988831,"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"}},"topics":[{"id":"https://openalex.org/T10395","display_name":"Construction Project Management and Performance","score":0.6685000061988831,"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"}},{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.15729999542236328,"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/T10320","display_name":"Neural Networks and Applications","score":0.041999999433755875,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/back-propagation-neural-network","display_name":"BP neural network","score":0.8090000152587891},{"id":"https://openalex.org/keywords/crew-selection","display_name":"crew selection","score":0.800000011920929},{"id":"https://openalex.org/keywords/construction-productivity","display_name":"construction productivity","score":0.3540000021457672}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.795122504234314},{"id":"https://openalex.org/C2780179797","wikidata":"https://www.wikidata.org/wiki/Q345844","display_name":"Crew","level":2,"score":0.7369862794876099},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5741292238235474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48282918334007263},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4760684370994568},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.47561293840408325},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3575657904148102},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32510465383529663},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10694235563278198},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/014461999371385","doi":"https://doi.org/10.1080/014461999371385","is_oa":false,"landing_page_url":"https://doi.org/10.1080/014461999371385","pdf_url":null,"source":{"id":"https://openalex.org/S128059648","display_name":"Construction Management and Economics","issn_l":"0144-6193","issn":["0144-6193","1466-433X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Construction Management and Economics","raw_type":"journal-article"},{"id":"pmh:oai:repository.lsu.edu:construction_management_pubs-1444","doi":null,"is_oa":false,"landing_page_url":"https://repository.lsu.edu/construction_management_pubs/444","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,"listed_in":[],"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"},{"id":"pmh:oai:RePEc:taf:conmgt:v:17:y:1999:i:4:p:463-471","doi":null,"is_oa":false,"landing_page_url":"http://www.tandfonline.com/doi/abs/10.1080/014461999371385","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,"listed_in":[],"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":[{"score":0.651199996471405,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1980408936","https://openalex.org/W1984445776","https://openalex.org/W2004494631","https://openalex.org/W2015961732","https://openalex.org/W2047494154","https://openalex.org/W2048585576","https://openalex.org/W2054448874","https://openalex.org/W2060652011","https://openalex.org/W2067245024","https://openalex.org/W2076991018","https://openalex.org/W2080292765","https://openalex.org/W2987880052","https://openalex.org/W3207342693","https://openalex.org/W4300402905"],"related_works":["https://openalex.org/W2032374432","https://openalex.org/W2144795366","https://openalex.org/W2018023779","https://openalex.org/W2253802725","https://openalex.org/W2750070766","https://openalex.org/W2055114186","https://openalex.org/W2067245024","https://openalex.org/W2121296007","https://openalex.org/W153388330","https://openalex.org/W2115322808"],"abstract_inverted_index":{"An":[0,107],"artificial":[1],"neural":[2,27,78],"network":[3,60],"based":[4],"system":[5],"(NN":[6],"earth)":[7],"is":[8,61,83,110],"developed":[9,133],"for":[10,17],"construction":[11],"practitioners":[12],"as":[13,64,121],"a":[14,80,104,154,168,176,184],"simple":[15],"tool":[16],"predicting":[18,180],"earthmoving":[19],"operations,":[20],"which":[21],"are":[22,39,51,132,151],"modelled":[23],"by":[24],"back":[25],"propagation":[26],"networks":[28,38],"with":[29],"four":[30],"expected":[31],"parameters":[32],"and":[33,127,139,146],"seven":[34],"affecting":[35],"factors.":[36],"These":[37],"then":[40,62],"trained":[41,59],"using":[42],"the":[43,65,75,90,94,141,163,172,181],"data":[44,53],"patterns":[45],"obtained":[46],"from":[47,55],"simulation":[48],"because":[49],"there":[50],"insufficient":[52],"available":[54],"industrial":[56],"sources.":[57],"The":[58,143],"incorporated":[63],"computation":[66],"engine":[67,95],"of":[68,77,148,175,183],"NN":[69,86,114,149,159],"earth.":[70],"To":[71],"engender":[72],"confidence":[73],"in":[74,85,113,153,166,179],"results":[76],"computation,":[79],"validation":[81],"function":[82],"implemented":[84,112],"earth":[87,115,150,160],"to":[88,92,96,100,103,116,134,170],"allow":[89],"user":[91,164],"apply":[93],"historic":[97],"cases":[98],"prior":[99],"applying":[101],"it":[102],"new":[105],"project.":[106],"equipment":[108],"database":[109],"also":[111],"provide":[117],"default":[118],"information,":[119],"such":[120],"internal":[122],"cost":[123,174],"rate,":[124],"fuel":[125],"cost,":[126],"operator's":[128],"cost.":[129],"User":[130],"interfaces":[131],"facilitate":[135],"inputting":[136],"project":[137,177],"information":[138],"manipulating":[140],"system.":[142],"major":[144],"functions":[145],"use":[147],"illustrated":[152],"sample":[155],"application.":[156],"In":[157],"practice,":[158],"can":[161],"assist":[162],"either":[165],"selecting":[167],"crew":[169],"minimize":[171],"unit":[173],"or":[178],"performance":[182],"given":[185],"crew.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2016-06-24T00:00:00"}
