{"id":"https://openalex.org/W2734391484","doi":"https://doi.org/10.1109/ijcnn.2017.7966261","title":"Mining unstructured processes: An exploratory study on a distance learning domain","display_name":"Mining unstructured processes: An exploratory study on a distance learning domain","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734391484","doi":"https://doi.org/10.1109/ijcnn.2017.7966261","mag":"2734391484"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7966261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://dx.doi.org/10.1109/IJCNN.2017.7966261","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016494752","display_name":"Ana Roc\u00edo C\u00e1rdenas Maita","orcid":"https://orcid.org/0000-0001-9879-3229"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ana R. C. Maita","raw_affiliation_strings":["USP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USP, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026913424","display_name":"Marcelo Fantinato","orcid":"https://orcid.org/0000-0001-6261-1497"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marcelo Fantinato","raw_affiliation_strings":["USP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USP, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056299555","display_name":"Sarajane Marques Peres","orcid":"https://orcid.org/0000-0003-3551-6480"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sarajane M. Peres","raw_affiliation_strings":["USP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USP, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043117164","display_name":"Lucin\u00e9ia Heloisa Thom","orcid":"https://orcid.org/0000-0002-0620-9302"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucineia H. Thom","raw_affiliation_strings":["UFRGS, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFRGS, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065705195","display_name":"Patrick C. K. Hung","orcid":"https://orcid.org/0000-0002-9903-4862"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patrick C. K. Hung","raw_affiliation_strings":["UOIT, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UOIT, Canada","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3240","last_page":"3247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994999766349792,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9799000024795532,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9695000052452087,"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":0.7595442533493042},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6841204166412354},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.6042055487632751},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5523788928985596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.529773473739624},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4928760528564453},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49211448431015015},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4900142252445221},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4820026457309723},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.4793154001235962},{"id":"https://openalex.org/keywords/concept-mining","display_name":"Concept mining","score":0.4507475197315216},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4147641062736511},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.29388654232025146},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.275773823261261},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.21115556359291077},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14350321888923645},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10235908627510071},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.06978124380111694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7595442533493042},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6841204166412354},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.6042055487632751},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5523788928985596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.529773473739624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4928760528564453},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49211448431015015},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4900142252445221},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4820026457309723},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.4793154001235962},{"id":"https://openalex.org/C176775163","wikidata":"https://www.wikidata.org/wiki/Q5158396","display_name":"Concept mining","level":4,"score":0.4507475197315216},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4147641062736511},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.29388654232025146},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.275773823261261},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.21115556359291077},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14350321888923645},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10235908627510071},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.06978124380111694},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2017.7966261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:002871329","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/IJCNN.2017.7966261","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da USP (Biblioteca Digital da Produ\u00e7\u00e3o Intelectual)","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:002871329","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/IJCNN.2017.7966261","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da USP (Biblioteca Digital da Produ\u00e7\u00e3o Intelectual)","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1490658580","https://openalex.org/W1500731913","https://openalex.org/W1516465541","https://openalex.org/W1569512666","https://openalex.org/W1578517626","https://openalex.org/W1586642858","https://openalex.org/W1587329505","https://openalex.org/W1588229454","https://openalex.org/W1874700673","https://openalex.org/W1987320421","https://openalex.org/W2002600828","https://openalex.org/W2012597977","https://openalex.org/W2018297454","https://openalex.org/W2022686286","https://openalex.org/W2036430976","https://openalex.org/W2049248180","https://openalex.org/W2090999469","https://openalex.org/W2092898466","https://openalex.org/W2101457992","https://openalex.org/W2110275186","https://openalex.org/W2140190241","https://openalex.org/W2141263125","https://openalex.org/W2142827986","https://openalex.org/W2146084249","https://openalex.org/W2153786817","https://openalex.org/W3211293175","https://openalex.org/W4230145224","https://openalex.org/W4301118033","https://openalex.org/W4393398777","https://openalex.org/W6681405209"],"related_works":["https://openalex.org/W2019158987","https://openalex.org/W2060045119","https://openalex.org/W1516746680","https://openalex.org/W2560797684","https://openalex.org/W2224848209","https://openalex.org/W2023322671","https://openalex.org/W2602957669","https://openalex.org/W2316248136","https://openalex.org/W2030910246","https://openalex.org/W2168979046"],"abstract_inverted_index":{"Modern":[0],"techniques":[1,67,90],"widely":[2],"applied":[3],"in":[4,17,37,70,91],"data":[5,65],"mining,":[6],"including":[7],"computational":[8],"intelligence":[9],"and":[10,47],"machine":[11],"learning,":[12],"have":[13],"been":[14],"fairly":[15],"neglected":[16],"process":[18,36,61,92],"mining.":[19,93],"We":[20,42],"conducted":[21],"an":[22,34],"exploratory":[23],"study":[24],"to":[25,30,79,84],"use":[26],"artificial":[27],"neural":[28],"networks":[29],"extract":[31],"knowledge":[32],"from":[33],"unstructured":[35,53],"the":[38,50,85],"distance":[39],"learning":[40],"domain.":[41,75],"discuss":[43],"some":[44],"possible":[45],"benefits":[46,72],"limitations":[48],"regarding":[49],"mining":[51,62,66,89],"of":[52,87],"processes.":[54],"Results":[55],"suggest":[56],"that":[57],"applying":[58],"either":[59],"classical":[60],"or":[63],"modern":[64,88],"would":[68],"result":[69],"significant":[71],"for":[73],"this":[74],"Our":[76],"work":[77],"helps":[78],"guide":[80],"new":[81],"studies":[82],"related":[83],"application":[86]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}