{"id":"https://openalex.org/W4321225126","doi":"https://doi.org/10.1080/10447318.2023.2175973","title":"Effect of Low-Level Interaction Data in Repeat Purchase Prediction Task","display_name":"Effect of Low-Level Interaction Data in Repeat Purchase Prediction Task","publication_year":2023,"publication_date":"2023-02-17","ids":{"openalex":"https://openalex.org/W4321225126","doi":"https://doi.org/10.1080/10447318.2023.2175973"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2023.2175973","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10447318.2023.2175973","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1080/10447318.2023.2175973","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035185255","display_name":"Eduard Kuric","orcid":"https://orcid.org/0000-0002-7371-5512"},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":true,"raw_author_name":"Eduard Kuric","raw_affiliation_strings":["Faculty of Informatics and Information Technologies, Slovak University of Technology, Bratislava, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-7371-5512","affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Information Technologies, Slovak University of Technology, Bratislava, Slovakia","institution_ids":["https://openalex.org/I110757952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031412660","display_name":"Adam Puskas","orcid":"https://orcid.org/0000-0002-7132-6505"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adam Puskas","raw_affiliation_strings":["UXtweak Research, Bratislava, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-7132-6505","affiliations":[{"raw_affiliation_string":"UXtweak Research, Bratislava, Slovakia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021257911","display_name":"Peter Demcak","orcid":"https://orcid.org/0000-0002-4111-1052"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter Demcak","raw_affiliation_strings":["UXtweak Research, Bratislava, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-4111-1052","affiliations":[{"raw_affiliation_string":"UXtweak Research, Bratislava, Slovakia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061288186","display_name":"Denisa Mensatorisova","orcid":"https://orcid.org/0000-0002-4268-3968"},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Denisa Mensatorisova","raw_affiliation_strings":["Faculty of Informatics and Information Technologies, Slovak University of Technology, Bratislava, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-4268-3968","affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Information Technologies, Slovak University of Technology, Bratislava, Slovakia","institution_ids":["https://openalex.org/I110757952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035185255"],"corresponding_institution_ids":["https://openalex.org/I110757952"],"apc_list":null,"apc_paid":null,"fwci":4.2753,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.94495667,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"40","issue":"10","first_page":"2515","last_page":"2533"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9937999844551086,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9937999844551086,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9937000274658203,"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"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/task","display_name":"Task (project management)","score":0.5781251192092896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4473629295825958},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1125461757183075}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5781251192092896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4473629295825958},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1125461757183075},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10447318.2023.2175973","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10447318.2023.2175973","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1080/10447318.2023.2175973","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10447318.2023.2175973","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W84515499","https://openalex.org/W1487321909","https://openalex.org/W1511198016","https://openalex.org/W1558116938","https://openalex.org/W1560452874","https://openalex.org/W1601275155","https://openalex.org/W2013508838","https://openalex.org/W2037351199","https://openalex.org/W2057898995","https://openalex.org/W2087347434","https://openalex.org/W2135046866","https://openalex.org/W2151987718","https://openalex.org/W2166237624","https://openalex.org/W2281168414","https://openalex.org/W2288888463","https://openalex.org/W2469204734","https://openalex.org/W2511794140","https://openalex.org/W2513020047","https://openalex.org/W2549016281","https://openalex.org/W2571710384","https://openalex.org/W2654637199","https://openalex.org/W2746822037","https://openalex.org/W2750004028","https://openalex.org/W2753328553","https://openalex.org/W2773681603","https://openalex.org/W2795820093","https://openalex.org/W2809284400","https://openalex.org/W2810171968","https://openalex.org/W2892099233","https://openalex.org/W2892778755","https://openalex.org/W2905266897","https://openalex.org/W2911891326","https://openalex.org/W2916171207","https://openalex.org/W2997062789","https://openalex.org/W3000545576","https://openalex.org/W3024783778","https://openalex.org/W3082515978","https://openalex.org/W3112345713","https://openalex.org/W3127053039","https://openalex.org/W3162650135","https://openalex.org/W3203448181","https://openalex.org/W4210345259","https://openalex.org/W4213060530","https://openalex.org/W4214904831","https://openalex.org/W4245995216","https://openalex.org/W4246492733","https://openalex.org/W4256740247","https://openalex.org/W4281672601","https://openalex.org/W6730267373"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Loyal":[0],"customers":[1],"play":[2],"an":[3],"important":[4],"role":[5],"in":[6,59,120],"every":[7],"store\u2019s":[8],"success.":[9],"They":[10],"tend":[11],"to":[12,21,28,36,124,144],"buy":[13],"regularly":[14],"and":[15,31,105],"help":[16],"stabilize":[17],"incomes.":[18],"Being":[19],"able":[20],"identify":[22],"potential":[23],"repeat":[24,102],"buyers":[25],"allows":[26],"marketers":[27],"act":[29],"promptly":[30],"convince":[32],"the":[33,60,63,93,99,121,140,145],"users":[34],"not":[35],"search":[37],"for":[38,98],"better":[39],"offers":[40],"elsewhere.":[41],"Current":[42],"customer":[43],"behavior":[44,71],"prediction":[45,104,141],"approaches":[46,126],"are":[47],"based":[48],"on":[49,129],"non-interaction":[50,114,130,147],"data":[51,68,138],"(e.g.,":[52,74],"server":[53],"logs).":[54],"We":[55,79,91,116],"see":[56],"a":[57],"gap":[58],"research":[61],"of":[62,65,95,101,136],"impact":[64],"low-level":[66,96,110],"interaction":[67,137],"capturing":[69],"user":[70],"more":[72],"precisely":[73],"cursor":[75],"movements,":[76],"scrolls,":[77],"inputs).":[78],"introduce":[80],"three":[81,87],"new":[82],"datasets":[83],"collected":[84],"year-long":[85],"from":[86],"different":[88],"ecommerce":[89],"stores.":[90],"evaluate":[92],"merit":[94],"interactions":[97],"task":[100,123],"purchase":[103],"study":[106],"feature":[107,148],"sets":[108],"utilizing":[109],"interactions,":[111],"together":[112],"with":[113],"data.":[115,131],"compare":[117],"their":[118],"performance":[119,142],"classification":[122],"benchmark":[125],"relying":[127],"solely":[128],"Our":[132],"experiments":[133],"show":[134],"inclusion":[135],"improves":[139],"compared":[143],"baseline":[146],"set.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}