{"id":"https://openalex.org/W4387608597","doi":"https://doi.org/10.15439/2023f1377","title":"Clusterization methods for multi-variant e-commerce interfaces","display_name":"Clusterization methods for multi-variant e-commerce interfaces","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387608597","doi":"https://doi.org/10.15439/2023f1377"},"language":"en","primary_location":{"id":"doi:10.15439/2023f1377","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f1377","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/1377.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/1377.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060770898","display_name":"Adam Wasilewski","orcid":"https://orcid.org/0000-0002-1653-5005"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Adam Wasilewski","raw_affiliation_strings":["Fast White Cat S.A., Poland","Wroclaw University of Science and Technology Wyb. Wyspianskiego 27, 50-370 Wroclaw, Poland"],"affiliations":[{"raw_affiliation_string":"Fast White Cat S.A., Poland","institution_ids":[]},{"raw_affiliation_string":"Wroclaw University of Science and Technology Wyb. Wyspianskiego 27, 50-370 Wroclaw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5060770898"],"corresponding_institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":4.2457,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93367347,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"35","issue":null,"first_page":"309","last_page":"313"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.8406000137329102,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T12384","display_name":"Customer churn and segmentation","score":0.8406000137329102,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/computer-science","display_name":"Computer science","score":0.6170714497566223},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34651798009872437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6170714497566223},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34651798009872437}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2023f1377","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f1377","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/1377.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:6f0d937a2145405ba6f376608498c683","is_oa":true,"landing_page_url":"https://doaj.org/article/6f0d937a2145405ba6f376608498c683","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 309-313 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2023f1377","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f1377","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/1377.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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387608597.pdf","grobid_xml":"https://content.openalex.org/works/W4387608597.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1673310716","https://openalex.org/W1975375857","https://openalex.org/W2017491393","https://openalex.org/W2039296460","https://openalex.org/W2062345585","https://openalex.org/W2073459066","https://openalex.org/W2786672974","https://openalex.org/W2805867381","https://openalex.org/W2899429778","https://openalex.org/W2902979397","https://openalex.org/W2948794665","https://openalex.org/W2999387101","https://openalex.org/W3033548640","https://openalex.org/W3035232431","https://openalex.org/W3049175260","https://openalex.org/W3134809442","https://openalex.org/W3151630303","https://openalex.org/W3213603822","https://openalex.org/W4224305564","https://openalex.org/W4282824746","https://openalex.org/W4283078109","https://openalex.org/W4291214354","https://openalex.org/W6668990524","https://openalex.org/W6757064298"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"E-commerce":[0],"is":[1,78,86],"a":[2,71,113],"very":[3],"popular":[4],"method":[5],"that":[6,143],"lets":[7],"consumers":[8],"to":[9,16,32,46,49,74,107,112,170],"purchase":[10,17],"goods":[11],"and":[12,53,133],"services.":[13],"The":[14],"ability":[15],"items":[18],"online":[19],"has":[20],"increased":[21],"the":[22,36,58,61,84,87,101,109,122,128,152,155,158,162,172,175],"need":[23],"for":[24,90],"effective":[25],"recommendation":[26],"systems.":[27],"Such":[28],"recommendations":[29],"usually":[30],"relete":[31],"products":[33],"in":[34],"which":[35,68],"customer":[37,51,110],"may":[38],"be":[39,105,145],"interested.":[40],"However,":[41],"there":[42],"are":[43,168],"wider":[44],"opportunities":[45],"tailor":[47],"e-commerce":[48,62,115],"individual":[50],"needs":[52],"behaviour.":[54],"In":[55],"this":[56],"paper,":[57],"architecture":[59],"of":[60,83,100,124,127,130,154,161,165,174],"platform":[63,85],"(named":[64],"AIM":[65,166],"2":[66,167],"),":[67],"allows":[69],"providing":[70],"dedicated":[72],"interface":[73],"selected":[75,96,131],"user":[76,177],"groups,":[77,94],"discussed.":[79],"A":[80],"key":[81,141],"component":[82],"module":[88],"responsible":[89],"dividing":[91],"customers":[92],"into":[93],"using":[95],"clustering":[97,136,149],"methods.":[98],"Each":[99],"implemented":[102],"methods":[103,132],"can":[104],"parameterised":[106],"adapt":[108],"segmentation":[111],"given":[114],"business":[116],"owner's":[117],"requirements.":[118],"This":[119],"article":[120],"describes":[121],"results":[123,160],"an":[125],"analysis":[126],"impact":[129],"parameters":[134],"on":[135],"results.":[137],"Moreover,":[138],"it":[139],"identifies":[140],"metrics":[142],"should":[144],"considered":[146],"when":[147],"selecting":[148],"conditions":[150],"during":[151],"implementation":[153,164],"platform.":[156],"Finally,":[157],"main":[159],"pilot":[163],"presented":[169],"assess":[171],"effectiveness":[173],"multi-variant":[176],"interface.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}