{"id":"https://openalex.org/W2068135033","doi":"https://doi.org/10.5220/0005102300680075","title":"e-Shop User Preferences via User Behavior","display_name":"e-Shop User Preferences via User Behavior","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2068135033","doi":"https://doi.org/10.5220/0005102300680075","mag":"2068135033"},"language":"en","primary_location":{"id":"doi:10.5220/0005102300680075","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0005102300680075","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on e-Business","raw_type":"proceedings-article"},"type":"conference-paper","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/A5097748057","display_name":"Peter Ojt\u00e1\u0161","orcid":null},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Peter Ojt\u00e1\u0161","raw_affiliation_strings":["Charles University, Czech Republic","Dpt. Software Engineering, Faculty of Mathematics and Physics, Charles University, Malostranske nam. 25, 118 00 Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charles University, Czech Republic","institution_ids":["https://openalex.org/I21250087"]},{"raw_affiliation_string":"Dpt. Software Engineering, Faculty of Mathematics and Physics, Charles University, Malostranske nam. 25, 118 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008815142","display_name":"Ladislav Pe\u0161ka","orcid":"https://orcid.org/0000-0001-8082-4509"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ladislav Pe\u0161ka","raw_affiliation_strings":["Charles University, Czech Republic","Dpt. Software Engineering, Faculty of Mathematics and Physics, Charles University, Malostranske nam. 25, 118 00 Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charles University, Czech Republic","institution_ids":["https://openalex.org/I21250087"]},{"raw_affiliation_string":"Dpt. Software Engineering, Faculty of Mathematics and Physics, Charles University, Malostranske nam. 25, 118 00 Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21250087"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"68","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9815000295639038,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9815000295639038,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9796000123023987,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9621999859809875,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.801201343536377},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.65984046459198},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5894595384597778},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5793237090110779},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.5426583290100098},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.43229323625564575},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08895131945610046},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0774259865283966}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.801201343536377},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.65984046459198},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5894595384597778},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5793237090110779},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.5426583290100098},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.43229323625564575},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08895131945610046},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0774259865283966},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0005102300680075","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0005102300680075","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on e-Business","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1791808111","https://openalex.org/W1809222622","https://openalex.org/W2061503185","https://openalex.org/W2103328007","https://openalex.org/W2131962337"],"related_works":["https://openalex.org/W1994023829","https://openalex.org/W6809003","https://openalex.org/W2134226065","https://openalex.org/W141676458","https://openalex.org/W2005309718","https://openalex.org/W2833894322","https://openalex.org/W1531097117","https://openalex.org/W2294796996","https://openalex.org/W1481404526","https://openalex.org/W2002797347","https://openalex.org/W2369856581","https://openalex.org/W1582340466","https://openalex.org/W1990867522","https://openalex.org/W2184539329","https://openalex.org/W2757948226","https://openalex.org/W2057218683","https://openalex.org/W106221273","https://openalex.org/W1710422251","https://openalex.org/W1514091028","https://openalex.org/W1607063125"],"abstract_inverted_index":{"We":[0,15,48,59],"deal":[1],"with":[2,19],"the":[3],"problem":[4],"of":[5,52,72,74],"using":[6],"user":[7,45,75,88],"behavior":[8,23,46,67],"for":[9,38,70],"business":[10],"relevant":[11],"analytic":[12],"task":[13],"processing.":[14],"describe":[16],"our":[17,30],"acquaintance":[18],"preference":[20],"learning":[21],"from":[22,25],"data":[24,63,84],"an":[26],"e-shop.":[27],"Based":[28],"on":[29,55,64,85],"experience":[31],"and":[32,43],"problems":[33],"we":[34,81],"propose":[35],"a":[36,78],"model":[37],"collecting":[39],"(java":[40],"script":[41],"tracking)":[42],"processing":[44],"data.":[47,58],"present":[49,82],"several":[50],"results":[51],"offline":[53],"experiments":[54],"real":[56],"production":[57],"show":[60],"that":[61],"mere":[62],"users":[65],"(implicit)":[66],"are":[68],"sufficient":[69],"improvement":[71],"prediction":[73],"preference.":[76],"As":[77],"future":[79],"work":[80],"richer":[83],"time":[86],"dependent":[87],"behavior.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
