{"id":"https://openalex.org/W2033373818","doi":"https://doi.org/10.1145/2401603.2401615","title":"An automatic classification system for consumer regulatory focus by analyzing web shopping logs","display_name":"An automatic classification system for consumer regulatory focus by analyzing web shopping logs","publication_year":2012,"publication_date":"2012-10-23","ids":{"openalex":"https://openalex.org/W2033373818","doi":"https://doi.org/10.1145/2401603.2401615","mag":"2033373818"},"language":"en","primary_location":{"id":"doi:10.1145/2401603.2401615","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2401603.2401615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2012 ACM Research in Applied Computation Symposium","raw_type":"proceedings-article"},"type":"article","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/A5009329786","display_name":"Jongbum Baik","orcid":null},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jongbum Baik","raw_affiliation_strings":["Soongsil University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Soongsil University, Seoul, Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102749394","display_name":"Yong Bum Kim","orcid":"https://orcid.org/0000-0003-3917-2400"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongbum Kim","raw_affiliation_strings":["Soongsil University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Soongsil University, Seoul, Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029875552","display_name":"Chung-Seok Han","orcid":null},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chungseok Han","raw_affiliation_strings":["Soongsil University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Soongsil University, Seoul, Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031179573","display_name":"Jayoung Choi","orcid":"https://orcid.org/0000-0001-9098-7360"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jayoung Choi","raw_affiliation_strings":["Soongsil University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Soongsil University, Seoul, Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009125568","display_name":"Eun-Young Jang","orcid":"https://orcid.org/0000-0001-5632-9380"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunyoung Jang","raw_affiliation_strings":["Soongsil University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Soongsil University, Seoul, Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061946489","display_name":"Soowon Lee","orcid":"https://orcid.org/0000-0001-5863-1188"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soowon Lee","raw_affiliation_strings":["Soongsil University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Soongsil University, Seoul, Korea","institution_ids":["https://openalex.org/I141371507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141371507"],"apc_list":null,"apc_paid":null,"fwci":0.7326,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81484892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"60","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9707000255584717,"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/regulatory-focus-theory","display_name":"Regulatory focus theory","score":0.6739012598991394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6109801530838013},{"id":"https://openalex.org/keywords/consumer-behaviour","display_name":"Consumer behaviour","score":0.5735942125320435},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5164975523948669},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.4938119351863861},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.47973504662513733},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.47828420996665955},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.47634270787239075},{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.47304171323776245},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4540501534938812},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4515891373157501},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.32888635993003845},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3261672854423523},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.27140140533447266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2050212323665619},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1831793189048767},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1763296127319336}],"concepts":[{"id":"https://openalex.org/C191160116","wikidata":"https://www.wikidata.org/wiki/Q3423709","display_name":"Regulatory focus theory","level":3,"score":0.6739012598991394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6109801530838013},{"id":"https://openalex.org/C23213687","wikidata":"https://www.wikidata.org/wiki/Q301468","display_name":"Consumer behaviour","level":2,"score":0.5735942125320435},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5164975523948669},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.4938119351863861},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.47973504662513733},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.47828420996665955},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.47634270787239075},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.47304171323776245},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4540501534938812},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4515891373157501},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.32888635993003845},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3261672854423523},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.27140140533447266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2050212323665619},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1831793189048767},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1763296127319336},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2401603.2401615","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2401603.2401615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2012 ACM Research in Applied Computation Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4399999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G5838086398","display_name":null,"funder_award_id":"2011-0027668","funder_id":"https://openalex.org/F4320322349","funder_display_name":"Ministry of Education, Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320322349","display_name":"Ministry of Education, Science and Technology","ror":"https://ror.org/01p262204"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1987971958","https://openalex.org/W2083763073","https://openalex.org/W2100235918","https://openalex.org/W2104106785","https://openalex.org/W2130784488","https://openalex.org/W2140190241","https://openalex.org/W2151588051","https://openalex.org/W2157464421","https://openalex.org/W2157733803","https://openalex.org/W2338111232","https://openalex.org/W2896491762"],"related_works":["https://openalex.org/W2130669815","https://openalex.org/W1974376575","https://openalex.org/W4379622723","https://openalex.org/W2505213637","https://openalex.org/W2322190746","https://openalex.org/W2127123423","https://openalex.org/W4376057274","https://openalex.org/W2255613607","https://openalex.org/W3032176438","https://openalex.org/W3170645079"],"abstract_inverted_index":{"According":[0],"to":[1,53,69,102,142,149],"regulatory":[2,57,110],"focus":[3,58],"theory,":[4],"a":[5,104,150],"representative":[6],"theory":[7,123],"on":[8,29,135],"consumer":[9,121,157],"behavior,":[10],"human":[11],"personality":[12,24],"can":[13,139],"be":[14,140],"divided":[15],"into":[16],"two":[17,23],"types:":[18],"promotion":[19],"and":[20,43,84,131],"prevention.":[21],"These":[22],"types":[25],"have":[26],"much":[27],"influence":[28],"the":[30,44,55,64,77,91,108,115,120,156],"consumer's":[31,56,78,109],"decision":[32],"in":[33],"many":[34],"diverse":[35],"areas,":[36,153],"such":[37],"as":[38,63,100,124],"information":[39,41,85,132],"exploration,":[40],"processing,":[42],"evaluation":[45],"of":[46,117,119,128,152],"alternatives.":[47],"In":[48],"this":[49,73,136],"research,":[50],"we":[51,75],"try":[52],"classify":[54],"using":[59],"web":[60,92],"shopping":[61,93],"logs":[62],"groundwork":[65],"for":[66,106],"adapting":[67,145],"it":[68],"personalized":[70],"recommendation.":[71],"For":[72],"purpose,":[74],"define":[76],"behavior":[79,122,158],"variables,":[80],"utilitarian":[81],"preference":[82],"index,":[83],"exploration":[86],"activity":[87],"index":[88],"by":[89],"analyzing":[90],"logs.":[94],"We":[95],"then":[96],"use":[97],"these":[98],"variables":[99],"inputs":[101],"learn":[103],"classifier":[105],"predicting":[107],"focus.":[111],"This":[112],"research":[113,127,138],"shows":[114],"possibility":[116],"systematization":[118],"an":[125],"interdisciplinary":[126],"social":[129,146],"science":[130,147],"technology.":[133],"Based":[134],"attempt,":[137],"extended":[141],"IT":[143],"services":[144],"theories":[148],"variety":[151],"apart":[154],"from":[155],"area.":[159]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
