{"id":"https://openalex.org/W2161552248","doi":"https://doi.org/10.1145/1458502.1458524","title":"Personalized ranking for digital libraries based on log analysis","display_name":"Personalized ranking for digital libraries based on log analysis","publication_year":2008,"publication_date":"2008-10-30","ids":{"openalex":"https://openalex.org/W2161552248","doi":"https://doi.org/10.1145/1458502.1458524","mag":"2161552248"},"language":"en","primary_location":{"id":"doi:10.1145/1458502.1458524","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1458502.1458524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM workshop on Web information and data management","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/A5102285974","display_name":"Yang Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Sun","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078578035","display_name":"Huajing Li","orcid":"https://orcid.org/0000-0003-4207-8351"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huajing Li","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Isaac G. Councill","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Isaac G. Councill","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698792","display_name":"Jian Huang","orcid":"https://orcid.org/0000-0002-3783-2682"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jian Huang","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091716232","display_name":"Wang-Chien Lee","orcid":"https://orcid.org/0000-0002-8949-489X"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wang-Chien Lee","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001294898","display_name":"C. Lee Giles","orcid":"https://orcid.org/0000-0002-1931-585X"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Lee Giles","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3785,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.94953667,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.996999979019165,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.995199978351593,"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/ranking","display_name":"Ranking (information retrieval)","score":0.8938333988189697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7949280738830566},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7281346321105957},{"id":"https://openalex.org/keywords/ranking-svm","display_name":"Ranking SVM","score":0.7102745771408081},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5897352695465088},{"id":"https://openalex.org/keywords/personalized-search","display_name":"Personalized search","score":0.5755714774131775},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.4831792414188385},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4673483967781067},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4620956480503082},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.36887073516845703},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08504030108451843}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8938333988189697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7949280738830566},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7281346321105957},{"id":"https://openalex.org/C124975894","wikidata":"https://www.wikidata.org/wiki/Q7293290","display_name":"Ranking SVM","level":3,"score":0.7102745771408081},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5897352695465088},{"id":"https://openalex.org/C2776945383","wikidata":"https://www.wikidata.org/wiki/Q7170667","display_name":"Personalized search","level":3,"score":0.5755714774131775},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.4831792414188385},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4673483967781067},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4620956480503082},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.36887073516845703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08504030108451843},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1458502.1458524","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1458502.1458524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM workshop on Web information and data management","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.304.3040","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.304.3040","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://clgiles.ist.psu.edu/pubs/WIDM2008.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.527.9857","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.527.9857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://yangsun.com/docs/personalizedranking.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5699999928474426,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1480041786","https://openalex.org/W1503953508","https://openalex.org/W1550457191","https://openalex.org/W1552548559","https://openalex.org/W2012451152","https://openalex.org/W2028770149","https://openalex.org/W2047221353","https://openalex.org/W2063771604","https://openalex.org/W2069153192","https://openalex.org/W2072340843","https://openalex.org/W2080950999","https://openalex.org/W2093089506","https://openalex.org/W2099811601","https://openalex.org/W2121672615","https://openalex.org/W2122841972","https://openalex.org/W2123427850","https://openalex.org/W2124168655","https://openalex.org/W2126239623","https://openalex.org/W2128438887","https://openalex.org/W2136753665","https://openalex.org/W2138621811","https://openalex.org/W2139984758","https://openalex.org/W2142537246","https://openalex.org/W2147572442","https://openalex.org/W2152314154","https://openalex.org/W2154642793","https://openalex.org/W2155106456","https://openalex.org/W2166227910","https://openalex.org/W2168063828","https://openalex.org/W2168717408","https://openalex.org/W2170344111","https://openalex.org/W2171960770","https://openalex.org/W2756666283","https://openalex.org/W6639055396","https://openalex.org/W7023735802"],"related_works":["https://openalex.org/W3127142483","https://openalex.org/W2138488530","https://openalex.org/W4385565564","https://openalex.org/W2370100764","https://openalex.org/W2031468273","https://openalex.org/W2387658907","https://openalex.org/W2351112195","https://openalex.org/W2898073868","https://openalex.org/W2367099342","https://openalex.org/W2110822809"],"abstract_inverted_index":{"Abstract.":[0],"Given":[1],"the":[2,9,45,53,66,129,168],"exponential":[3],"increase":[4,40],"of":[5,68],"indexable":[6],"context":[7],"on":[8,93],"Web,":[10],"ranking":[11,41,74,100,116,119,125,138,151,162,171],"is":[12,90],"an":[13],"increasingly":[14],"difficult":[15],"problem":[16],"in":[17,37,52,145],"information":[18],"retrieval":[19,80],"systems.":[20,81,183],"Recent":[21],"research":[22],"shows":[23,85],"that":[24,86,136],"implicit":[25,46],"feedback":[26,48,70],"regarding":[27],"user":[28,47,95,103],"preferences":[29,96,104],"can":[30,63,140,173],"be":[31,174],"extracted":[32],"from":[33,49],"web":[34],"access":[35,50],"logs":[36,51],"order":[38],"to":[39,77,128,147],"performance.":[42],"We":[43,109,164],"analyze":[44],"CiteSeer":[54],"academic":[55,130],"search":[56],"engine":[57],"and":[58,83,153],"show":[59,135,166],"how":[60,167],"site":[61],"struc-ture":[62],"better":[64],"inform":[65],"analysis":[67,84],"clickthrough":[69],"providing":[71],"accurate":[72,92],"personalized":[73,170],"services":[75],"tailored":[76],"individual":[78],"informa-tion":[79],"Experiment":[82],"our":[87,111,137],"proposed":[88],"method":[89,112],"more":[91],"predicting":[94],"than":[97],"any":[98],"non-personalized":[99,115],"methods":[101,117],"when":[102],"are":[105],"stable":[106],"over":[107],"time.":[108],"compare":[110],"with":[113],"several":[114,124],"including":[118],"SVMlight":[120,152],"as":[121,123,181],"well":[122],"functions":[126],"specific":[127],"document":[131],"domain.":[132],"The":[133],"results":[134],"al-gorithm":[139],"reach":[141],"63.59":[142],"%":[143,149,156],"accuracy":[144],"comparison":[146],"50.02":[148],"for":[150,157,176],"below":[154],"43":[155],"all":[158],"other":[159,177],"single":[160],"feature":[161],"methods.":[163],"also":[165],"derived":[169],"vectors":[172],"employed":[175],"ranking-related":[178],"purposes":[179],"such":[180],"recommendation":[182],"1":[184]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
