{"id":"https://openalex.org/W2052764991","doi":"https://doi.org/10.1145/2663792.2663795","title":"Dynamic Topic/Citation Influence Modeling for Chronological Citation Recommendation","display_name":"Dynamic Topic/Citation Influence Modeling for Chronological Citation Recommendation","publication_year":2014,"publication_date":"2014-11-03","ids":{"openalex":"https://openalex.org/W2052764991","doi":"https://doi.org/10.1145/2663792.2663795","mag":"2052764991"},"language":"en","primary_location":{"id":"doi:10.1145/2663792.2663795","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2663792.2663795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning","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/A5007558173","display_name":"Zhuoren Jiang","orcid":"https://orcid.org/0000-0001-8562-8347"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhuoren Jiang","raw_affiliation_strings":["Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101985030","display_name":"Xiaozhong Liu","orcid":"https://orcid.org/0000-0003-3477-8323"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaozhong Liu","raw_affiliation_strings":["Indiana University Bloomington, Bloomington, IN, USA"],"affiliations":[{"raw_affiliation_string":"Indiana University Bloomington, Bloomington, IN, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004474713","display_name":"Liangcai Gao","orcid":"https://orcid.org/0000-0001-9444-1568"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangcai Gao","raw_affiliation_strings":["Peking University, Beijing, China","Peking University, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Peking University, Beijing, China#TAB#","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007558173"],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":null,"apc_paid":null,"fwci":0.818,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.80736914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9991000294685364,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.9125403165817261},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7965922355651855},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7454199194908142},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6889198422431946},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5339445471763611},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5169643759727478},{"id":"https://openalex.org/keywords/citation-analysis","display_name":"Citation analysis","score":0.48452943563461304},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.44416967034339905},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3894664943218231},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3211038112640381},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2092379331588745}],"concepts":[{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.9125403165817261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7965922355651855},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7454199194908142},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6889198422431946},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5339445471763611},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5169643759727478},{"id":"https://openalex.org/C105345328","wikidata":"https://www.wikidata.org/wiki/Q206276","display_name":"Citation analysis","level":3,"score":0.48452943563461304},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.44416967034339905},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3894664943218231},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3211038112640381},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2092379331588745},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2663792.2663795","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2663792.2663795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W24360213","https://openalex.org/W75368837","https://openalex.org/W1523479877","https://openalex.org/W1880262756","https://openalex.org/W1969486090","https://openalex.org/W1992037052","https://openalex.org/W2064153289","https://openalex.org/W2072644219","https://openalex.org/W2174706414"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W1967293071","https://openalex.org/W2045408812","https://openalex.org/W2888033806"],"abstract_inverted_index":{"With":[0],"the":[1,6,24,38,42,71,96,133],"development":[2],"of":[3,8,41],"academic":[4],"research,":[5],"number":[7],"scientific":[9],"papers":[10,27,72],"has":[11],"risen":[12],"sharply,":[13],"there":[14],"is":[15,140],"an":[16,51,141],"urgent":[17],"need":[18,63,103],"to":[19],"assist":[20],"researchers":[21],"in":[22,73,86],"locating":[23],"candidate":[25],"cited":[26],"they":[28,67],"are":[29,68],"looking":[30,69],"for.":[31],"Classical":[32],"relation-based":[33],"and":[34,82,105,152],"text-based":[35],"approaches":[36],"ignore":[37],"chronological":[39,88,114,145],"nature":[40],"citation":[43,83,107,115,146],"recommendation":[44],"task.":[45],"In":[46],"this":[47,111],"study,":[48],"we":[49,78],"propose":[50],"innovative":[52],"dynamic":[53,89],"topic/citation":[54],"influence":[55],"model":[56,91,98,112,143],"(DTCIM),":[57],"which":[58,117],"assumes":[59],"user":[60,100],"initial":[61,126],"information":[62,102,128],"could":[64],"shift":[65],"while":[66],"for":[70,113,144],"different":[74],"time":[75],"slices.":[76],"Specifically,":[77],"integrate":[79],"text":[80],"search":[81],"link":[84],"navigation":[85],"a":[87],"topic":[90],"environment.":[92],"Unlike":[93],"previous":[94],"studies,":[95],"new":[97],"characterizes":[99],"topical":[101],"shifting":[104],"intrinsic":[106],"time-decay.":[108],"We":[109],"apply":[110],"recommendation,":[116,147],"can":[118],"recommend":[119],"time-series":[120],"ranking":[121],"lists":[122],"based":[123],"on":[124,132],"users'":[125],"textual":[127],"needs.":[129],"Our":[130],"experiment":[131],"ACM":[134],"sequential":[135],"corpus":[136],"shows":[137],"that":[138],"DTCIM":[139],"effective":[142],"comparing":[148],"with":[149],"classic":[150],"models":[151],"algorithms.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}