{"id":"https://openalex.org/W2038314863","doi":"https://doi.org/10.1145/2139011.2139015","title":"A knowledge mining framework for business analysts","display_name":"A knowledge mining framework for business analysts","publication_year":2012,"publication_date":"2012-02-01","ids":{"openalex":"https://openalex.org/W2038314863","doi":"https://doi.org/10.1145/2139011.2139015","mag":"2038314863"},"language":"en","primary_location":{"id":"doi:10.1145/2139011.2139015","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2139011.2139015","pdf_url":null,"source":{"id":"https://openalex.org/S4210234096","display_name":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","issn_l":"1532-0936","issn":["1532-0936","2331-1622"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMIS Database: the DATABASE for Advances in 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":"https://openalex.org/A5111968995","display_name":"Themis Palpanas","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Themis Palpanas","raw_affiliation_strings":["University of Trento, Trento, Italy","University of Trento , Trento , Italy"],"affiliations":[{"raw_affiliation_string":"University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"University of Trento , Trento , Italy","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111968995"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":0.7318,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81685666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"43","issue":"1","first_page":"46","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9980999827384949,"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":0.9980999827384949,"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":0.9876999855041504,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9857000112533569,"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/computer-science","display_name":"Computer science","score":0.750046968460083},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.624539315700531},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5541790127754211},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5361831784248352},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5312387943267822},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.5297176837921143},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.5055742263793945},{"id":"https://openalex.org/keywords/business-rule","display_name":"Business rule","score":0.4506920278072357},{"id":"https://openalex.org/keywords/artifact-centric-business-process-model","display_name":"Artifact-centric business process model","score":0.4366694390773773},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.42250487208366394},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.4192322790622711},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.41605016589164734},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.38314396142959595},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.19937297701835632},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11623278260231018}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.750046968460083},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.624539315700531},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5541790127754211},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5361831784248352},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5312387943267822},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.5297176837921143},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5055742263793945},{"id":"https://openalex.org/C11066294","wikidata":"https://www.wikidata.org/wiki/Q1518244","display_name":"Business rule","level":4,"score":0.4506920278072357},{"id":"https://openalex.org/C162754035","wikidata":"https://www.wikidata.org/wiki/Q17006331","display_name":"Artifact-centric business process model","level":5,"score":0.4366694390773773},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.42250487208366394},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.4192322790622711},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.41605016589164734},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.38314396142959595},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.19937297701835632},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11623278260231018},{"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2139011.2139015","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2139011.2139015","pdf_url":null,"source":{"id":"https://openalex.org/S4210234096","display_name":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","issn_l":"1532-0936","issn":["1532-0936","2331-1622"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMIS Database: the DATABASE for Advances in Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.709.6005","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.709.6005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://disi.unitn.it/%7Ethemis/publications/databases11.pdf","raw_type":"text"},{"id":"pmh:oai:iris.unitn.it:11572/88869","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/88869","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W203389731","https://openalex.org/W205574054","https://openalex.org/W346507350","https://openalex.org/W1480531070","https://openalex.org/W1484413656","https://openalex.org/W1491318920","https://openalex.org/W1506285740","https://openalex.org/W1554754525","https://openalex.org/W1565838812","https://openalex.org/W1580890911","https://openalex.org/W1641039719","https://openalex.org/W1986871321","https://openalex.org/W1995003166","https://openalex.org/W2045064676","https://openalex.org/W2045948812","https://openalex.org/W2049235199","https://openalex.org/W2068383400","https://openalex.org/W2079136461","https://openalex.org/W2085638007","https://openalex.org/W2101286027","https://openalex.org/W2113723748","https://openalex.org/W2117487426","https://openalex.org/W2127218421","https://openalex.org/W2128967345","https://openalex.org/W2131241925","https://openalex.org/W2139927140","https://openalex.org/W2140190241","https://openalex.org/W2156026066","https://openalex.org/W2158454296","https://openalex.org/W2613161123","https://openalex.org/W3020511868"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2142618121","https://openalex.org/W93556318","https://openalex.org/W2096807669","https://openalex.org/W2744187660","https://openalex.org/W3101331206","https://openalex.org/W1670837682","https://openalex.org/W2097547132"],"abstract_inverted_index":{"Several":[0],"studies":[1],"have":[2],"focused":[3],"on":[4],"problems":[5],"related":[6],"to":[7,41],"data":[8,27,55,86,147],"mining":[9,28,56,87],"techniques,":[10],"including":[11],"several":[12],"applications":[13],"of":[14,53,112],"these":[15,62],"techniques":[16],"in":[17,34,151],"the":[18,42,51,54,78,98,109,113,120,123,132,136,143],"e-commerce":[19,36],"setting.":[20],"In":[21],"this":[22],"work,":[23],"we":[24],"describe":[25],"how":[26],"technology":[29],"can":[30,73,83,130],"be":[31,74],"effectively":[32],"applied":[33],"an":[35],"environment,":[37],"delivering":[38],"significant":[39],"benefits":[40],"business":[43,79,133,137],"analyst.":[44,80],"We":[45,95],"propose":[46],"a":[47,91,103],"framework":[48,82],"that":[49,72,107,122,129],"takes":[50],"results":[52,63,125,150],"process":[57],"as":[58],"input,":[59],"and":[60,89],"converts":[61],"into":[64],"actionable":[65,127],"knowledge,":[66],"by":[67,77,101],"enriching":[68],"them":[69],"with":[70],"information":[71],"readily":[75],"interpreted":[76],"The":[81,116],"accommodate":[84],"various":[85],"algorithms,":[88],"provides":[90],"customizable":[92],"user":[93],"interface.":[94],"experimentally":[96],"evaluate":[97],"proposed":[99,114],"approach":[100],"using":[102],"real-world":[104],"case":[105],"study":[106,118],"demonstrates":[108],"added":[110],"benefit":[111],"method.":[115],"same":[117],"validates":[119],"claim":[121],"produced":[124],"represent":[126],"knowledge":[128],"help":[131],"analyst":[134],"improve":[135],"performance,":[138],"since":[139],"it":[140],"significantly":[141],"reduces":[142],"time":[144],"needed":[145],"for":[146],"analysis,":[148],"which":[149],"substantial":[152],"financial":[153],"savings.":[154]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}