{"id":"https://openalex.org/W2018179843","doi":"https://doi.org/10.4018/jkm.2008040102","title":"A Comparison and Scenario Analysis of Leading Data Mining Software","display_name":"A Comparison and Scenario Analysis of Leading Data Mining Software","publication_year":2008,"publication_date":"2008-04-01","ids":{"openalex":"https://openalex.org/W2018179843","doi":"https://doi.org/10.4018/jkm.2008040102","mag":"2018179843"},"language":"en","primary_location":{"id":"doi:10.4018/jkm.2008040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jkm.2008040102","pdf_url":null,"source":{"id":"https://openalex.org/S4210184116","display_name":"International Journal of Knowledge Management","issn_l":"1548-0658","issn":["1548-0658","1548-0666"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge Management","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/A5100605877","display_name":"John Wang","orcid":"https://orcid.org/0000-0002-8515-5014"},"institutions":[{"id":"https://openalex.org/I166088655","display_name":"Montclair State University","ror":"https://ror.org/01nxc2t48","country_code":"US","type":"education","lineage":["https://openalex.org/I166088655"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Wang","raw_affiliation_strings":["Montclair State University, USA","Montclair State University (USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Montclair State University, USA","institution_ids":["https://openalex.org/I166088655"]},{"raw_affiliation_string":"Montclair State University (USA)","institution_ids":["https://openalex.org/I166088655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101569679","display_name":"Xiaohua Hu","orcid":"https://orcid.org/0000-0002-4777-3022"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaohua Hu","raw_affiliation_strings":["Drexel University, USA","#N# Drexel University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Drexel University, USA","institution_ids":["https://openalex.org/I72816309"]},{"raw_affiliation_string":"#N# Drexel University, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080729022","display_name":"Kimberly K. Hollister","orcid":"https://orcid.org/0000-0001-9024-4436"},"institutions":[{"id":"https://openalex.org/I166088655","display_name":"Montclair State University","ror":"https://ror.org/01nxc2t48","country_code":"US","type":"education","lineage":["https://openalex.org/I166088655"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kimberly Hollister","raw_affiliation_strings":["Montclair State University, USA","Montclair State University (USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Montclair State University, USA","institution_ids":["https://openalex.org/I166088655"]},{"raw_affiliation_string":"Montclair State University (USA)","institution_ids":["https://openalex.org/I166088655"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100784059","display_name":"Dan Zhu","orcid":"https://orcid.org/0000-0002-1960-7852"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Zhu","raw_affiliation_strings":["Iowa State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Iowa State University, USA","institution_ids":["https://openalex.org/I173911158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.2542,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.95304226,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"4","issue":"2","first_page":"17","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9312999844551086,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9312999844551086,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9312000274658203,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.907800018787384,"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":0.7134366631507874},{"id":"https://openalex.org/keywords/dozen","display_name":"Dozen","score":0.6528031826019287},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6102772355079651},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6068850755691528},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.5987230539321899},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5747835636138916},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5663909912109375},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4308048188686371},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.2784132957458496},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1425013542175293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7134366631507874},{"id":"https://openalex.org/C185181809","wikidata":"https://www.wikidata.org/wiki/Q605704","display_name":"Dozen","level":2,"score":0.6528031826019287},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6102772355079651},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6068850755691528},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.5987230539321899},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5747835636138916},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5663909912109375},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4308048188686371},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2784132957458496},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1425013542175293},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jkm.2008040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jkm.2008040102","pdf_url":null,"source":{"id":"https://openalex.org/S4210184116","display_name":"International Journal of Knowledge Management","issn_l":"1548-0658","issn":["1548-0658","1548-0666"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jkm000:v:4:y:2008:i:2:p:17-34","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jkm.2008040102","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/9","display_name":"Industry, innovation and infrastructure","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W56723094","https://openalex.org/W199632100","https://openalex.org/W584036189","https://openalex.org/W1559875088","https://openalex.org/W1594340493","https://openalex.org/W1603504818","https://openalex.org/W2049663349","https://openalex.org/W2052234385","https://openalex.org/W2127992368","https://openalex.org/W2495483873","https://openalex.org/W2993453782"],"related_works":["https://openalex.org/W4232622239","https://openalex.org/W4248098561","https://openalex.org/W2089830040","https://openalex.org/W2809019971","https://openalex.org/W4230509584","https://openalex.org/W2793725298","https://openalex.org/W2145289172","https://openalex.org/W2384800066","https://openalex.org/W2773545328","https://openalex.org/W3214993085"],"abstract_inverted_index":{"Finding":[0],"the":[1,55,66,84,90,96],"right":[2],"software":[3,113],"is":[4,70,75],"often":[5],"hindered":[6],"by":[7,13],"different":[8],"criteria":[9],"as":[10,12],"well":[11],"technology":[14,74],"changes.":[15],"We":[16],"performed":[17],"an":[18],"analytic":[19],"hierarchy":[20],"process":[21,97],"(AHP)":[22],"analysis":[23],"using":[24],"Expert":[25,57],"Choice":[26,58],"to":[27,46,106],"determine":[28],"which":[29],"data":[30,72,111],"mining":[31,73,112],"package":[32],"was":[33],"best":[34],"suitable":[35],"for":[36,65],"us.":[37],"Deliberating":[38],"a":[39,47,62],"dozen":[40],"alternatives":[41],"and":[42,95,108],"objectives":[43],"led":[44],"us":[45,60],"series":[48],"of":[49],"pair-wise":[50],"comparisons.":[51],"When":[52],"further":[53],"synthesizing":[54],"results,":[56],"helped":[59],"provide":[61],"clear":[63],"rationale":[64],"decision.":[67],"The":[68,93],"issue":[69],"that":[71,98],"changing":[76],"very":[77],"rapidly.":[78],"Our":[79],"article":[80],"focused":[81],"only":[82],"on":[83],"major":[85],"suppliers":[86],"typically":[87],"available":[88],"in":[89],"market":[91],"place.":[92],"method":[94],"we":[99],"have":[100],"used":[101],"can":[102],"be":[103],"easily":[104],"applied":[105],"analyze":[107],"compare":[109],"other":[110],"or":[114],"knowledge":[115],"management":[116],"initiatives.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
