{"id":"https://openalex.org/W1880486601","doi":"https://doi.org/10.1007/978-3-319-11812-3_3","title":"Synthetic Sequence Generator for Recommender Systems \u2013 Memory Biased Random Walk on a Sequence Multilayer Network","display_name":"Synthetic Sequence Generator for Recommender Systems \u2013 Memory Biased Random Walk on a Sequence Multilayer Network","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1880486601","doi":"https://doi.org/10.1007/978-3-319-11812-3_3","mag":"1880486601"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-11812-3_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11812-3_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1201.6134","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Nino Antulov-Fantulin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123216","display_name":"Rudjer Boskovic Institute","ror":"https://ror.org/02mw21745","country_code":"HR","type":"facility","lineage":["https://openalex.org/I4210123216"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Nino Antulov-Fantulin","raw_affiliation_strings":["Laboratory for Information Systems, Division of Electronics, Rudjer Bo\u0161kovi\u0107 Institute, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Laboratory for Information Systems, Division of Electronics, Rudjer Bo\u0161kovi\u0107 Institute, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210123216"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Matko Bo\u0161njak","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matko Bo\u0161njak","raw_affiliation_strings":["Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vinko Zlati\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123216","display_name":"Rudjer Boskovic Institute","ror":"https://ror.org/02mw21745","country_code":"HR","type":"facility","lineage":["https://openalex.org/I4210123216"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Vinko Zlati\u0107","raw_affiliation_strings":["Theoretical Physics Division, Rudjer Bo\u0161kovi\u0107 Institute, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Theoretical Physics Division, Rudjer Bo\u0161kovi\u0107 Institute, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210123216"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Miha Gr\u010dar","orcid":null},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Miha Gr\u010dar","raw_affiliation_strings":["Department of Knowledge Technologies - E8, Jo\u017eef Stefan Institute, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Department of Knowledge Technologies - E8, Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"last","author":{"id":null,"display_name":"Tomislav \u0160muc","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123216","display_name":"Rudjer Boskovic Institute","ror":"https://ror.org/02mw21745","country_code":"HR","type":"facility","lineage":["https://openalex.org/I4210123216"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Tomislav \u0160muc","raw_affiliation_strings":["Laboratory for Information Systems, Division of Electronics, Rudjer Bo\u0161kovi\u0107 Institute, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Laboratory for Information Systems, Division of Electronics, Rudjer Bo\u0161kovi\u0107 Institute, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210123216"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210123216"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.16146766,"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":"25","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.8100000023841858,"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":0.8100000023841858,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.10540000349283218,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.010099999606609344,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/recommender-system","display_name":"Recommender system","score":0.8277000188827515},{"id":"https://openalex.org/keywords/clickstream","display_name":"Clickstream","score":0.7946000099182129},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.7378000020980835},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6775000095367432},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.6208999752998352},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.47749999165534973}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9021000266075134},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8277000188827515},{"id":"https://openalex.org/C138744977","wikidata":"https://www.wikidata.org/wiki/Q5132438","display_name":"Clickstream","level":5,"score":0.7946000099182129},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.7378000020980835},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6775000095367432},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.6208999752998352},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.47749999165534973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4262999892234802},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4253999888896942},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40070000290870667},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.33160001039505005},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30480000376701355},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C35639132","wikidata":"https://www.wikidata.org/wiki/Q7452468","display_name":"Sequence labeling","level":3,"score":0.2621999979019165},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.25450000166893005}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-11812-3_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11812-3_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:1201.6134","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1201.6134","pdf_url":"https://arxiv.org/pdf/1201.6134","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1201.6134","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1201.6134","pdf_url":"https://arxiv.org/pdf/1201.6134","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W281665770","https://openalex.org/W1514591449","https://openalex.org/W1533167565","https://openalex.org/W1832295310","https://openalex.org/W1965355809","https://openalex.org/W1998986980","https://openalex.org/W2018797353","https://openalex.org/W2102870745","https://openalex.org/W2119067110","https://openalex.org/W2134167315","https://openalex.org/W2135930857","https://openalex.org/W2142144955","https://openalex.org/W2155106456","https://openalex.org/W2168730434","https://openalex.org/W2171960770","https://openalex.org/W2769353087","https://openalex.org/W2911978475","https://openalex.org/W4210542476","https://openalex.org/W4213009331","https://openalex.org/W4231750372","https://openalex.org/W4234989302","https://openalex.org/W6815805937"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}