{"id":"https://openalex.org/W1503440698","doi":"https://doi.org/10.5555/1937055.1937062","title":"Topic-driven multi-type citation network analysis","display_name":"Topic-driven multi-type citation network analysis","publication_year":2010,"publication_date":"2010-04-28","ids":{"openalex":"https://openalex.org/W1503440698","doi":"https://doi.org/10.5555/1937055.1937062","mag":"1503440698"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.180.6459","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.180.6459","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.lehigh.edu/%7Ebrian/pubs/2010/RIAO/citation-network-analysis.pdf","raw_type":"text"},"volume":null,"type":"article","indexed_in":[],"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/A5076544928","display_name":"Zaihan Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zaihan Yang","raw_affiliation_strings":["Lehigh University Bethlehem PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lehigh University Bethlehem PA","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111614684","display_name":"Liangjie Hong","orcid":"https://orcid.org/0009-0000-4595-4631","observed_orcids":["https://orcid.org/0009-0000-4595-4631"]},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liangjie Hong","raw_affiliation_strings":["Lehigh University Bethlehem PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lehigh University Bethlehem PA","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042328810","display_name":"Brian D. Davison","orcid":"https://orcid.org/0000-0002-9326-3648","observed_orcids":["https://orcid.org/0000-0002-9326-3648"]},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian D. Davison","raw_affiliation_strings":["Lehigh University Bethlehem PA"],"raw_orcid":"https://orcid.org/0000-0002-9326-3648","affiliations":[{"raw_affiliation_string":"Lehigh University Bethlehem PA","institution_ids":["https://openalex.org/I186143895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I186143895"],"apc_list":null,"apc_paid":null,"fwci":3.3309,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93046139,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13976","display_name":"Web visibility and informetrics","score":0.020099999383091927,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.0027000000700354576,"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/author-ranking","display_name":"author ranking","score":0.8730000257492065},{"id":"https://openalex.org/keywords/citation-analysis","display_name":"citation analysis","score":0.718999981880188},{"id":"https://openalex.org/keywords/author-citation","display_name":"author citation","score":0.36899998784065247},{"id":"https://openalex.org/keywords/probabilistic-models","display_name":"probabilistic models","score":0.5720000267028809},{"id":"https://openalex.org/keywords/acm-digital-library","display_name":"ACM Digital Library","score":0.6230000257492065}],"concepts":[{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.8855330944061279},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119165897369385},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.7267957925796509},{"id":"https://openalex.org/C1173588","wikidata":"https://www.wikidata.org/wiki/Q6554294","display_name":"Link analysis","level":2,"score":0.5828484296798706},{"id":"https://openalex.org/C105345328","wikidata":"https://www.wikidata.org/wiki/Q206276","display_name":"Citation analysis","level":3,"score":0.561381995677948},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5288946032524109},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5202525854110718},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.5110770463943481},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48739320039749146},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.4419380724430084},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.43904802203178406},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.42206281423568726},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40511658787727356},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39206767082214355},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2779184877872467},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23172304034233093},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16378021240234375},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.180.6459","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.180.6459","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.lehigh.edu/%7Ebrian/pubs/2010/RIAO/citation-network-analysis.pdf","raw_type":"text"},{"id":"mag:1503440698","doi":"https://doi.org/10.5555/1937055.1937062","is_oa":false,"landing_page_url":"http://www.cse.lehigh.edu/~brian/pubs/2010/RIAO/citation-network-analysis.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1539510218","https://openalex.org/W1854214752","https://openalex.org/W1967160701","https://openalex.org/W1970461679","https://openalex.org/W1983948274","https://openalex.org/W2011111873","https://openalex.org/W2053549370","https://openalex.org/W2061312249","https://openalex.org/W2061901927","https://openalex.org/W2076470289","https://openalex.org/W2083995149","https://openalex.org/W2096738524","https://openalex.org/W2101599977","https://openalex.org/W2110896767","https://openalex.org/W2113146646","https://openalex.org/W2126024570","https://openalex.org/W2126226055","https://openalex.org/W2138621811","https://openalex.org/W2143561480","https://openalex.org/W2152706498","https://openalex.org/W2162010993","https://openalex.org/W2165061824","https://openalex.org/W2166463728","https://openalex.org/W2170344111"],"related_works":["https://openalex.org/W2047507605","https://openalex.org/W2220877099","https://openalex.org/W1523479877","https://openalex.org/W1997249077","https://openalex.org/W7100269287","https://openalex.org/W2976209669","https://openalex.org/W1974605302","https://openalex.org/W2444488846","https://openalex.org/W4224439921","https://openalex.org/W2082604907"],"abstract_inverted_index":{"In":[0,18],"every":[1],"scientific":[2,135],"field,":[3],"automated":[4],"citation":[5,37,54,95,120,146,172,177],"analysis":[6,55,123,143],"enables":[7],"the":[8,24,41,44,114,126,145,149,163,170,185],"estimation":[9],"of":[10,14,26,43,116,144,151,182,187],"importance":[11],"or":[12,36,67],"reputation":[13],"publications":[15],"and":[16,74,104,194],"authors.":[17,28],"this":[19,80],"paper,":[20],"we":[21,138],"focus":[22],"on":[23,64,72,159],"task":[25],"ranking":[27],"Although":[29],"previous":[30,53],"work":[31,202],"has":[32],"used":[33],"content-based":[34,90],"approaches":[35],"network":[38,96,121],"link":[39,48,122,142],"analyses,":[40],"combination":[42],"two":[45],"with":[46,92,198],"topical":[47],"analyses":[49],"is":[50],"unexplored.":[51],"Moreover,":[52],"applications":[56],"are":[57],"typically":[58],"limited":[59],"to":[60,125],"a":[61,68,82,89,93,108,140],"graph":[62,70,173],"based":[63,71,158],"author":[65,73],"citations,":[66],"bipartite":[69],"paper":[75,81],"citations.":[76],"We":[77,111],"present":[78],"in":[79,107,133],"novel":[83],"integrated":[84],"probabilistic":[85],"model":[86],"which":[87,97],"combines":[88],"approach":[91],"multi-type":[94,171],"integrates":[98],"citations":[99],"among":[100],"papers,":[101],"authors,":[102],"affiliations":[103],"publishing":[105],"venues":[106],"single":[109],"model.":[110],"further":[112,191],"introduce":[113],"application":[115],"Topical":[117,188,206],"PageRank":[118,189,197],"into":[119],"due":[124],"fact":[127],"that":[128,168],"researchers":[129],"may":[130],"be":[131],"experts":[132],"different":[134],"domains.":[136],"Finally,":[137],"describe":[139],"heterogenous":[141],"network,":[147],"exploring":[148],"impact":[150],"weighting":[152],"various":[153],"factors.":[154],"Comparative":[155],"experimental":[156],"results":[157],"data":[160],"extracted":[161],"from":[162],"ACM":[164],"digital":[165],"library":[166],"show":[167],"1)":[169],"works":[174],"better":[175,204],"than":[176,205],"graphs":[178],"integrating":[179],"fewer":[180],"types":[181],"entities,":[183],"2)":[184],"use":[186],"can":[190,201],"improve":[192],"performance,":[193],"3)":[195],"Heterogenous":[196],"parameter":[199],"tuning":[200],"even":[203]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}