{"id":"https://openalex.org/W4242615813","doi":"https://doi.org/10.1109/jcdl.2014.6970191","title":"Full-text based context-rich heterogeneous network mining approach for citation recommendation","display_name":"Full-text based context-rich heterogeneous network mining approach for citation recommendation","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W4242615813","doi":"https://doi.org/10.1109/jcdl.2014.6970191"},"language":"en","primary_location":{"id":"doi:10.1109/jcdl.2014.6970191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcdl.2014.6970191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Joint Conference on Digital Libraries","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/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":true,"raw_author_name":"Xiaozhong Liu","raw_affiliation_strings":["School of Informatics and Computing, Indiana University Bloomington, Bloomington, IN, USA"],"affiliations":[{"raw_affiliation_string":"School of Informatics and Computing, Indiana University Bloomington, Bloomington, IN, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101772726","display_name":"Yingying Yu","orcid":"https://orcid.org/0000-0002-4668-7798"},"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":false,"raw_author_name":"Yingying Yu","raw_affiliation_strings":["College of Transportation Management, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"College of Transportation Management, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101474914","display_name":"Chun Guo","orcid":"https://orcid.org/0000-0002-3341-220X"},"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":"Chun Guo","raw_affiliation_strings":["School of Informatics and Computing, Indiana University Bloomington, Bloomington, IN, USA"],"affiliations":[{"raw_affiliation_string":"School of Informatics and Computing, Indiana University Bloomington, Bloomington, IN, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025213473","display_name":"Yizhou Sun","orcid":"https://orcid.org/0000-0003-1812-6843"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yizhou Sun","raw_affiliation_strings":["College of Computer and Information Science, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Science, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"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":["Institute of Computer Science and Technology, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science and Technology, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101985030"],"corresponding_institution_ids":["https://openalex.org/I4210119109"],"apc_list":null,"apc_paid":null,"fwci":5.3171,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.95918939,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"361","last_page":"370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9983999729156494,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9983999729156494,"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":0.9983000159263611,"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"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9951000213623047,"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/citation","display_name":"Citation","score":0.7976671457290649},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7012701034545898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6993582844734192},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6622369289398193},{"id":"https://openalex.org/keywords/viewpoints","display_name":"Viewpoints","score":0.4272228479385376},{"id":"https://openalex.org/keywords/citation-analysis","display_name":"Citation analysis","score":0.41957294940948486},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33458244800567627}],"concepts":[{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.7976671457290649},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7012701034545898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6993582844734192},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6622369289398193},{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.4272228479385376},{"id":"https://openalex.org/C105345328","wikidata":"https://www.wikidata.org/wiki/Q206276","display_name":"Citation analysis","level":3,"score":0.41957294940948486},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33458244800567627},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jcdl.2014.6970191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcdl.2014.6970191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Joint Conference on Digital Libraries","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W75368837","https://openalex.org/W115023223","https://openalex.org/W1185415618","https://openalex.org/W1523479877","https://openalex.org/W1551136449","https://openalex.org/W1582433178","https://openalex.org/W1601506792","https://openalex.org/W1969486090","https://openalex.org/W1992037052","https://openalex.org/W2002642763","https://openalex.org/W2010187764","https://openalex.org/W2016292056","https://openalex.org/W2028842874","https://openalex.org/W2029249040","https://openalex.org/W2042042646","https://openalex.org/W2064153289","https://openalex.org/W2073769235","https://openalex.org/W2079432766","https://openalex.org/W2095054612","https://openalex.org/W2098711168","https://openalex.org/W2100866419","https://openalex.org/W2109480754","https://openalex.org/W2146936057","https://openalex.org/W2165636119","https://openalex.org/W4254799826","https://openalex.org/W6603053137","https://openalex.org/W6627444526"],"related_works":["https://openalex.org/W2385368906","https://openalex.org/W2902924992","https://openalex.org/W2626642044","https://openalex.org/W2619807045","https://openalex.org/W2388758053","https://openalex.org/W93537448","https://openalex.org/W2949734191","https://openalex.org/W2361526444","https://openalex.org/W2349010561","https://openalex.org/W3081996102"],"abstract_inverted_index":{"Citation":[0],"relationship":[1],"between":[2,111],"scientific":[3],"publications":[4],"has":[5],"been":[6],"successfully":[7],"used":[8],"for":[9,96],"scholarly":[10],"bibliometrics,":[11],"information":[12,158],"retrieval":[13],"and":[14,18,113,116],"data":[15],"mining":[16],"tasks,":[17],"citation-based":[19],"recommendation":[20,98,176],"algorithms":[21],"are":[22,64],"well":[23],"documented.":[24],"While":[25],"previous":[26],"studies":[27],"investigated":[28],"citation":[29,68,97,109,120,126,134,175],"relations":[30],"from":[31,138],"various":[32],"viewpoints,":[33],"most":[34],"of":[35,67,108,155],"them":[36],"share":[37],"the":[38,101,106,118,125,139,150,161,174],"same":[39],"assumption":[40,77],"that,":[41,167],"if":[42],"paper":[43,48],"<sub":[44,49,54,59],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[45,50,55,60],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[46,56],"cites":[47,57],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sub>":[51,61],"(or":[52],"author":[53,58],"),":[62],"they":[63],"connected,":[65],"regardless":[66],"importance,":[69],"sentiment,":[70],"reason,":[71],"topic,":[72],"or":[73],"motivation.":[74,121],"However,":[75],"this":[76,81,129],"is":[78,131],"oversimplified.":[79],"In":[80,100],"study,":[82],"we":[83,103],"employ":[84],"an":[85],"innovative":[86],"\u201ccontext-rich":[87],"heterogeneous":[88,169],"network\u201d":[89],"approach,":[90],"which":[91],"paves":[92],"a":[93],"new":[94],"way":[95],"task.":[99],"network,":[102],"characterize":[104],"(1)":[105],"importance":[107],"relationships":[110],"citing":[112,141],"cited":[114],"papers,":[115],"(2)":[117],"topical":[119],"Unlike":[122],"earlier":[123],"studies,":[124],"information,":[127],"in":[128,160],"paper,":[130],"characterized":[132],"by":[133],"textual":[135],"contexts":[136],"extracted":[137],"full-text":[140,156],"paper.":[142],"We":[143],"also":[144],"propose":[145],"algorithm":[146],"to":[147],"cope":[148],"with":[149],"situation":[151],"when":[152],"large":[153],"portion":[154],"missing":[157],"exists":[159],"bibliographic":[162],"repository.":[163],"Evaluation":[164],"results":[165],"show":[166],"context-rich":[168],"network":[170],"can":[171],"significantly":[172],"enhance":[173],"performance.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
