{"id":"https://openalex.org/W4409230579","doi":"https://doi.org/10.1007/s10799-025-00446-5","title":"Personalized vs. non-personalized engagement for at-risk new users in data-scarce contexts","display_name":"Personalized vs. non-personalized engagement for at-risk new users in data-scarce contexts","publication_year":2025,"publication_date":"2025-03-29","ids":{"openalex":"https://openalex.org/W4409230579","doi":"https://doi.org/10.1007/s10799-025-00446-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10799-025-00446-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10799-025-00446-5","pdf_url":null,"source":{"id":"https://openalex.org/S122922407","display_name":"Information Technology and Management","issn_l":"1385-951X","issn":["1385-951X","1573-7667"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology and Management","raw_type":"journal-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/A5101371694","display_name":"Sumin Lim","orcid":"https://orcid.org/0009-0005-2646-9709"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sumin Lim","raw_affiliation_strings":["College of Business, Korea Advanced Institute of Science and Technology, 291 Daehakro, Yuseong-Gu, Daejeon, 34141, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business, Korea Advanced Institute of Science and Technology, 291 Daehakro, Yuseong-Gu, Daejeon, 34141, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100622990","display_name":"Chul\u2010Ho Lee","orcid":"https://orcid.org/0000-0001-6918-976X"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chul Ho Lee","raw_affiliation_strings":["College of Business, Korea Advanced Institute of Science and Technology, 291 Daehak Ro, Yuseong-Gu, Daejeon, 34141, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business, Korea Advanced Institute of Science and Technology, 291 Daehak Ro, Yuseong-Gu, Daejeon, 34141, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032115541","display_name":"Yasin Ceran","orcid":null},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yasin Ceran","raw_affiliation_strings":["School of Information Systems and Technology, Lucas School of Business, San Jose State University, One Washington Square, San Jose, CA, 9519, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Systems and Technology, Lucas School of Business, San Jose State University, One Washington Square, San Jose, CA, 9519, USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064710419","display_name":"Keumseok Kang","orcid":"https://orcid.org/0000-0001-9034-5712"},"institutions":[{"id":"https://openalex.org/I125608817","display_name":"Korea Institute for Advanced Study","ror":"https://ror.org/041hz9568","country_code":"KR","type":"facility","lineage":["https://openalex.org/I125608817"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Keumseok Kang","raw_affiliation_strings":["College of Business, Korea Advanced Institute of Science and Technology, 85 Hoegi-Ro, Dongdaemun District, Seoul, 02455, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business, Korea Advanced Institute of Science and Technology, 85 Hoegi-Ro, Dongdaemun District, Seoul, 02455, Republic of Korea","institution_ids":["https://openalex.org/I125608817"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032115541"],"corresponding_institution_ids":["https://openalex.org/I51504820"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07725508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":"2","first_page":"237","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9970999956130981,"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":0.9970999956130981,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/personalized-medicine","display_name":"Personalized medicine","score":0.5258619785308838},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.40418633818626404},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39333245158195496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3721332550048828},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3514038920402527},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3491252064704895},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.14697960019111633},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1114254891872406}],"concepts":[{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.5258619785308838},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.40418633818626404},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39333245158195496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3721332550048828},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3514038920402527},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3491252064704895},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.14697960019111633},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1114254891872406}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10799-025-00446-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10799-025-00446-5","pdf_url":null,"source":{"id":"https://openalex.org/S122922407","display_name":"Information Technology and Management","issn_l":"1385-951X","issn":["1385-951X","1573-7667"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology and Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1490430947","https://openalex.org/W1511558225","https://openalex.org/W1948287798","https://openalex.org/W1983225075","https://openalex.org/W1985617553","https://openalex.org/W1989099535","https://openalex.org/W1992391624","https://openalex.org/W2017604730","https://openalex.org/W2021688474","https://openalex.org/W2026920110","https://openalex.org/W2028184439","https://openalex.org/W2035466218","https://openalex.org/W2039316620","https://openalex.org/W2044345951","https://openalex.org/W2050248182","https://openalex.org/W2084963271","https://openalex.org/W2087347434","https://openalex.org/W2099924364","https://openalex.org/W2124293473","https://openalex.org/W2138817229","https://openalex.org/W2144813136","https://openalex.org/W2147405817","https://openalex.org/W2165428638","https://openalex.org/W2166710099","https://openalex.org/W2210543184","https://openalex.org/W2318025771","https://openalex.org/W2433281745","https://openalex.org/W2526717647","https://openalex.org/W2594114561","https://openalex.org/W2604870406","https://openalex.org/W2735802261","https://openalex.org/W2740757975","https://openalex.org/W2766555770","https://openalex.org/W2767807341","https://openalex.org/W2772482369","https://openalex.org/W2803015509","https://openalex.org/W2807057420","https://openalex.org/W2906862951","https://openalex.org/W2963842088","https://openalex.org/W2965021023","https://openalex.org/W3033599308","https://openalex.org/W3037946710","https://openalex.org/W3123668356","https://openalex.org/W3124497955","https://openalex.org/W3125751140","https://openalex.org/W3125944471","https://openalex.org/W3156086480","https://openalex.org/W3180192543","https://openalex.org/W3201762552","https://openalex.org/W4220733459","https://openalex.org/W4221145119","https://openalex.org/W4226225830","https://openalex.org/W4250704663","https://openalex.org/W4281767086","https://openalex.org/W4284713026","https://openalex.org/W4311892478","https://openalex.org/W4379382506","https://openalex.org/W4386513242","https://openalex.org/W4387704920","https://openalex.org/W4400010517","https://openalex.org/W4401323496"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}