{"id":"https://openalex.org/W2046808377","doi":"https://doi.org/10.1145/1502650.1502662","title":"A low-order markov model integrating long-distance histories for collaborative recommender systems","display_name":"A low-order markov model integrating long-distance histories for collaborative recommender systems","publication_year":2009,"publication_date":"2009-02-08","ids":{"openalex":"https://openalex.org/W2046808377","doi":"https://doi.org/10.1145/1502650.1502662","mag":"2046808377"},"language":"en","primary_location":{"id":"doi:10.1145/1502650.1502662","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1502650.1502662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th international conference on Intelligent user interfaces","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/A5075255829","display_name":"Geoffray Bonnin","orcid":"https://orcid.org/0000-0002-9234-3849"},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Geoffray Bonnin","raw_affiliation_strings":["LORIA, Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LORIA, Nancy, France","institution_ids":["https://openalex.org/I4210121838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103222074","display_name":"Armelle Brun","orcid":"https://orcid.org/0000-0002-9876-6906"},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Armelle Brun","raw_affiliation_strings":["LORIA, Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LORIA, Nancy, France","institution_ids":["https://openalex.org/I4210121838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108553127","display_name":"Anne Boyer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anne Boyer","raw_affiliation_strings":["LORIA, Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LORIA, Nancy, France","institution_ids":["https://openalex.org/I4210121838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210121838"],"apc_list":null,"apc_paid":null,"fwci":2.3703,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.90146574,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11106","display_name":"Data Management and Algorithms","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.9053905010223389},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8314226269721985},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6677215099334717},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5575206279754639},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5119463205337524},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5114118456840515},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.46340394020080566},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.42231082916259766},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.4163534939289093},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3485819101333618},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34608644247055054},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3427962362766266},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3185778856277466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30148595571517944},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06487047672271729}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9053905010223389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8314226269721985},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6677215099334717},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5575206279754639},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5119463205337524},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5114118456840515},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.46340394020080566},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.42231082916259766},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.4163534939289093},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3485819101333618},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34608644247055054},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3427962362766266},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3185778856277466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30148595571517944},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06487047672271729},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1502650.1502662","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1502650.1502662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th international conference on Intelligent user interfaces","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:inria-00341537v1","is_oa":false,"landing_page_url":"https://inria.hal.science/inria-00341537","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Intelligent User Interfaces (IUI), Feb 2009, Sanibel Island, United States","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W428626076","https://openalex.org/W1500855703","https://openalex.org/W1505790639","https://openalex.org/W1525422576","https://openalex.org/W1541154936","https://openalex.org/W1560285440","https://openalex.org/W1590952807","https://openalex.org/W1629473008","https://openalex.org/W1667916464","https://openalex.org/W1966553486","https://openalex.org/W1966812932","https://openalex.org/W1987409251","https://openalex.org/W1988835235","https://openalex.org/W1996283866","https://openalex.org/W2005614013","https://openalex.org/W2008889224","https://openalex.org/W2049482525","https://openalex.org/W2093089506","https://openalex.org/W2097927681","https://openalex.org/W2100506586","https://openalex.org/W2123427850","https://openalex.org/W2134834365","https://openalex.org/W2138108551","https://openalex.org/W2158195707","https://openalex.org/W2158454296","https://openalex.org/W2166559705","https://openalex.org/W2167722631","https://openalex.org/W2169240294","https://openalex.org/W2170562663","https://openalex.org/W4210430415","https://openalex.org/W6630221451","https://openalex.org/W6636593642"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W4376854386","https://openalex.org/W1966742602"],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"provide":[2],"users":[3],"with":[4,47],"pertinent":[5],"resources":[6,43],"according":[7],"to":[8],"their":[9,12],"context":[10],"and":[11,17,41],"profiles,":[13],"by":[14,38],"applying":[15],"statistical":[16],"knowledge":[18],"discovery":[19],"techniques.":[20],"This":[21],"paper":[22],"describes":[23],"a":[24,48],"new":[25],"approach":[26],"of":[27],"generating":[28],"suitable":[29],"recommendations":[30],"based":[31],"on":[32],"the":[33,45],"active":[34],"user's":[35],"navigation":[36],"stream,":[37],"considering":[39],"long":[40],"short-distance":[42],"in":[44],"history":[46],"tractable":[49],"model.":[50]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}