{"id":"https://openalex.org/W4387608623","doi":"https://doi.org/10.15439/2023f4831","title":"Association Rule Mining for Requirement Elicitation Techniques in IT Projects","display_name":"Association Rule Mining for Requirement Elicitation Techniques in IT Projects","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387608623","doi":"https://doi.org/10.15439/2023f4831"},"language":"en","primary_location":{"id":"doi:10.15439/2023f4831","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f4831","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/4831.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2023/drp/pdf/4831.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018847331","display_name":"Denys Gobov","orcid":"https://orcid.org/0000-0001-9964-0339"},"institutions":[{"id":"https://openalex.org/I202483615","display_name":"National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d","ror":"https://ror.org/00syn5v21","country_code":"UA","type":"education","lineage":["https://openalex.org/I202483615"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Denys Gobov","raw_affiliation_strings":["National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute\", 37, Prosp. Peremohy, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute\", 37, Prosp. Peremohy, Kyiv, Ukraine","institution_ids":["https://openalex.org/I202483615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090305876","display_name":"N V Sokolovskiy","orcid":"https://orcid.org/0009-0000-1282-5665"},"institutions":[{"id":"https://openalex.org/I202483615","display_name":"National Technical University of Ukraine \u201cIgor Sikorsky Kyiv Polytechnic Institute\u201d","ror":"https://ror.org/00syn5v21","country_code":"UA","type":"education","lineage":["https://openalex.org/I202483615"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nikolai Sokolovskiy","raw_affiliation_strings":["National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute\", 37, Prosp. Peremohy, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University of Ukraine \"Igor Sikorsky Kyiv Polytechnic Institute\", 37, Prosp. Peremohy, Kyiv, Ukraine","institution_ids":["https://openalex.org/I202483615"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018847331"],"corresponding_institution_ids":["https://openalex.org/I202483615"],"apc_list":null,"apc_paid":null,"fwci":1.2252,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81598063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"35","issue":null,"first_page":"983","last_page":"987"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9713000059127808,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9713000059127808,"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":0.9635999798774719,"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/T12594","display_name":"Collaboration in agile enterprises","score":0.9161999821662903,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/association-rule-learning","display_name":"Association rule learning","score":0.7672706842422485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5773103833198547},{"id":"https://openalex.org/keywords/expert-elicitation","display_name":"Expert elicitation","score":0.507869303226471},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4289029836654663},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38144075870513916},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08809393644332886},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08427724242210388}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7672706842422485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5773103833198547},{"id":"https://openalex.org/C72161134","wikidata":"https://www.wikidata.org/wiki/Q5421219","display_name":"Expert elicitation","level":2,"score":0.507869303226471},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4289029836654663},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38144075870513916},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08809393644332886},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08427724242210388},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2023f4831","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f4831","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/4831.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:405cc136205a424181ec49f0d47f659e","is_oa":true,"landing_page_url":"https://doaj.org/article/405cc136205a424181ec49f0d47f659e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 35, Pp 983-987 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2023f4831","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2023f4831","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/4831.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387608623.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1484413656","https://openalex.org/W1510131813","https://openalex.org/W1973533434","https://openalex.org/W2010214985","https://openalex.org/W2113601784","https://openalex.org/W2138073318","https://openalex.org/W2444253858","https://openalex.org/W2889436447","https://openalex.org/W2900176595","https://openalex.org/W2943936796","https://openalex.org/W3083819506","https://openalex.org/W3184168888","https://openalex.org/W4205835781","https://openalex.org/W4295211221","https://openalex.org/W4362466890","https://openalex.org/W6628750762"],"related_works":["https://openalex.org/W2392697706","https://openalex.org/W2391054147","https://openalex.org/W366033468","https://openalex.org/W2367573304","https://openalex.org/W2537030075","https://openalex.org/W2006971496","https://openalex.org/W4310720718","https://openalex.org/W2369717039","https://openalex.org/W2384676159","https://openalex.org/W2065998343"],"abstract_inverted_index":{"Selecting":[0],"suitable":[1],"techniques":[2,59,130],"for":[3,57,101],"requirements":[4],"elicitation":[5,90,129,134],"in":[6],"IT":[7,114],"projects":[8],"is":[9,46,60,67],"crucial":[10],"to":[11,54,69,77,118,122],"the":[12,17,21,36,51,61,71,85,94,125,133],"business":[13,26],"analysis":[14,62],"planning":[15],"process.Typically,":[16],"determining":[18],"factors":[19,45,79],"are":[20],"preferences":[22],"of":[23,38,40,43,50,63,73,87,109,127],"stakeholders,":[24],"primarily":[25],"analysts,":[27],"previous":[28],"experience,":[29],"and":[30,83,97,131],"company":[31],"practices,":[32],"as":[33,35,48],"well":[34],"availability":[37],"sources":[39],"information.The":[41],"influence":[42],"other":[44],"not":[47],"evident.One":[49],"possible":[52,121],"ways":[53],"form":[55],"recommendations":[56],"using":[58],"industrial":[64],"experience.This":[65],"paper":[66],"intended":[68],"analyze":[70],"application":[72],"association":[74],"rules":[75],"mining":[76],"define":[78],"influencing":[80],"technique":[81,91],"selection":[82],"predict":[84],"usage":[86],"a":[88,107],"particular":[89],"depending":[92],"on":[93,106],"project":[95],"context":[96],"specialist":[98],"background.The":[99],"dataset":[100],"experiments":[102],"was":[103],"formed":[104],"based":[105],"survey":[108],"328":[110],"specialists":[111],"from":[112],"Ukrainian":[113],"companies.The":[115],"associations":[116],"found":[117],"make":[119],"it":[120],"speed":[123],"up":[124],"process":[126,135],"choosing":[128],"improve":[132],"efficiency.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-02-03T23:48:18.283914","created_date":"2025-10-10T00:00:00"}
