{"id":"https://openalex.org/W2513461517","doi":"https://doi.org/10.1080/17517575.2016.1221143","title":"Design and development of inventory knowledge discovery system","display_name":"Design and development of inventory knowledge discovery system","publication_year":2016,"publication_date":"2016-09-02","ids":{"openalex":"https://openalex.org/W2513461517","doi":"https://doi.org/10.1080/17517575.2016.1221143","mag":"2513461517"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2016.1221143","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2016.1221143","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","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":null,"display_name":"CKM Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"CKM Lee","raw_affiliation_strings":["Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006799296","display_name":"Catalin Alexandru Mitrea","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Catalin Mitrea","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058789440","display_name":"W.H. Ip","orcid":"https://orcid.org/0000-0001-6609-0713"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"W.H. Ip","raw_affiliation_strings":["Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108106589","display_name":"KL Choy","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"KL Choy","raw_affiliation_strings":["Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021070500","display_name":"G.T.S. Ho","orcid":"https://orcid.org/0000-0002-8550-4974"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"GTS Ho","raw_affiliation_strings":["Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":1.1187,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82493829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"8","first_page":"1262","last_page":"1282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9962000250816345,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9962000250816345,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9871000051498413,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9301000237464905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.665590763092041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6181449294090271},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5896861553192139},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5388960242271423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.472868412733078},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.45614856481552124},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.443178653717041},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4162631034851074},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.28549063205718994},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18499401211738586},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14634904265403748}],"concepts":[{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.665590763092041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6181449294090271},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5896861553192139},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5388960242271423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.472868412733078},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.45614856481552124},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.443178653717041},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4162631034851074},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.28549063205718994},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18499401211738586},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14634904265403748}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17517575.2016.1221143","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2016.1221143","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W8208422","https://openalex.org/W53470755","https://openalex.org/W132173676","https://openalex.org/W244004630","https://openalex.org/W1491127199","https://openalex.org/W1493971325","https://openalex.org/W1513139631","https://openalex.org/W1561086981","https://openalex.org/W1575772124","https://openalex.org/W1988277750","https://openalex.org/W1988303124","https://openalex.org/W1989574962","https://openalex.org/W2000766135","https://openalex.org/W2002501580","https://openalex.org/W2003463929","https://openalex.org/W2006366823","https://openalex.org/W2006650150","https://openalex.org/W2009403659","https://openalex.org/W2010080848","https://openalex.org/W2030397439","https://openalex.org/W2036455044","https://openalex.org/W2051812123","https://openalex.org/W2054008322","https://openalex.org/W2062372140","https://openalex.org/W2063689928","https://openalex.org/W2064043329","https://openalex.org/W2065213709","https://openalex.org/W2075801623","https://openalex.org/W2080581973","https://openalex.org/W2081611163","https://openalex.org/W2103452139","https://openalex.org/W2113882472","https://openalex.org/W2124986935","https://openalex.org/W2126823416","https://openalex.org/W2134682899","https://openalex.org/W2171800554","https://openalex.org/W2475865952","https://openalex.org/W3121961986","https://openalex.org/W3148442452","https://openalex.org/W4242331857","https://openalex.org/W4244296837"],"related_works":["https://openalex.org/W2171218219","https://openalex.org/W1972271943","https://openalex.org/W2150410159","https://openalex.org/W3150905897","https://openalex.org/W4327525404","https://openalex.org/W4287185323","https://openalex.org/W1520183331","https://openalex.org/W2734842993","https://openalex.org/W2099889858","https://openalex.org/W2168175994"],"abstract_inverted_index":{"Inventory":[0],"management":[1],"(IM)":[2],"performance":[3,79],"is":[4,24,46,92,112],"affected":[5],"by":[6],"the":[7,40,55,70,77,87,107],"forecasting":[8,78,88],"accuracy":[9,89],"of":[10,57],"both":[11],"demand":[12,36],"and":[13,26,30,100,118],"supply.":[14],"In":[15,38,105],"this":[16],"paper,":[17],"an":[18],"inventory":[19],"knowledge":[20,32,50,108],"discovery":[21],"system":[22],"(IKDS)":[23],"designed":[25],"developed":[27],"to":[28,48,64,75,94,122],"forecast":[29],"acquire":[31],"among":[33],"variables":[34,72],"for":[35,80],"forecasting.":[37],"IKDS,":[39],"TREes":[41],"PArroting":[42],"Networks":[43],"(TREPAN)":[44],"algorithm":[45],"used":[47,63,121],"extract":[49],"from":[51,110],"trained":[52],"networks":[53],"in":[54,114],"form":[56],"decision":[58],"trees":[59],"which":[60],"can":[61,119],"be":[62,120],"understand":[65],"previously":[66],"unknown":[67],"relationships":[68],"between":[69],"input":[71],"so":[73],"as":[74],"improve":[76],"IM.":[81],"The":[82],"experimental":[83],"results":[84],"show":[85],"that":[86],"using":[90],"TREPAN":[91],"superior":[93],"traditional":[95],"methods":[96],"like":[97],"moving":[98,103],"average":[99],"autoregressive":[101],"integrated":[102],"average.":[104],"addition,":[106],"extracted":[109],"IKDS":[111],"represented":[113],"a":[115],"comprehensible":[116],"way":[117],"facilitate":[123],"human":[124],"decision-making.":[125]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
