{"id":"https://openalex.org/W2740085866","doi":"https://doi.org/10.3906/elk-1608-180","title":"Paper recommendation using citation proximity in bibliographic coupling","display_name":"Paper recommendation using citation proximity in bibliographic coupling","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2740085866","doi":"https://doi.org/10.3906/elk-1608-180","mag":"2740085866"},"language":"en","primary_location":{"id":"doi:10.3906/elk-1608-180","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1608-180","pdf_url":"https://doi.org/10.3906/elk-1608-180","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.3906/elk-1608-180","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021136248","display_name":"Raja Habib","orcid":"https://orcid.org/0000-0003-1135-6830"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Raja HABIB","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5108009280","display_name":"Muhammad Tanvir Afzal","orcid":"https://orcid.org/0000-0002-9765-8815"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Tanvir AFZAL","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021136248"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0382,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92949441,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"25","issue":null,"first_page":"2708","last_page":"2718"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9979000091552734,"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":0.9979000091552734,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9911999702453613,"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":0.9904999732971191,"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/bibliographic-coupling","display_name":"Bibliographic coupling","score":0.9430010914802551},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.7693877220153809},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7025465965270996},{"id":"https://openalex.org/keywords/citation-analysis","display_name":"Citation analysis","score":0.7020389437675476},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6993733644485474},{"id":"https://openalex.org/keywords/co-citation","display_name":"Co-citation","score":0.6878737211227417},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6478068828582764},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6165995001792908},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.5328686237335205},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40820902585983276},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40660563111305237},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26800739765167236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16125673055648804},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08462154865264893}],"concepts":[{"id":"https://openalex.org/C2776822937","wikidata":"https://www.wikidata.org/wiki/Q856335","display_name":"Bibliographic coupling","level":3,"score":0.9430010914802551},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.7693877220153809},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7025465965270996},{"id":"https://openalex.org/C105345328","wikidata":"https://www.wikidata.org/wiki/Q206276","display_name":"Citation analysis","level":3,"score":0.7020389437675476},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6993733644485474},{"id":"https://openalex.org/C2777765086","wikidata":"https://www.wikidata.org/wiki/Q1785764","display_name":"Co-citation","level":3,"score":0.6878737211227417},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6478068828582764},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6165995001792908},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.5328686237335205},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40820902585983276},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40660563111305237},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26800739765167236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16125673055648804},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08462154865264893},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3906/elk-1608-180","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1608-180","pdf_url":"https://doi.org/10.3906/elk-1608-180","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.gov.tr:article/400627","is_oa":false,"landing_page_url":"http://dergipark.gov.tr/tbtkelektrik/issue/35785/400627","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n                                                                    Volume: 25, Issue: 4\\n                                                                                                    2708-2718\\n                                                                \\n                            ","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dergipark.org.tr:article/400627","is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/pub/tbtkelektrik/issue/35785/400627","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n                                                                    Volume: 25, Issue: 4\\n                                                                                                    2708-2718\\n                                                                \\n                            ","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3906/elk-1608-180","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1608-180","pdf_url":"https://doi.org/10.3906/elk-1608-180","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1510478425","https://openalex.org/W1598203551","https://openalex.org/W1602102908","https://openalex.org/W1970859146","https://openalex.org/W1991869139","https://openalex.org/W1995190007","https://openalex.org/W2005207065","https://openalex.org/W2020284581","https://openalex.org/W2052759387","https://openalex.org/W2053549370","https://openalex.org/W2062340319","https://openalex.org/W2078483536","https://openalex.org/W2116655493","https://openalex.org/W2117354486","https://openalex.org/W2124836818","https://openalex.org/W2153274408","https://openalex.org/W3098123823","https://openalex.org/W3100249728","https://openalex.org/W6684700655"],"related_works":["https://openalex.org/W2740085866","https://openalex.org/W2371570902","https://openalex.org/W1993945630","https://openalex.org/W2323074117","https://openalex.org/W1503672388","https://openalex.org/W1801697423","https://openalex.org/W3134815585","https://openalex.org/W3178549856","https://openalex.org/W3028387119","https://openalex.org/W3116315384"],"abstract_inverted_index":{"Research":[0],"paper":[1,18,84,200,206,220],"recommendation":[2,19,207],"has":[3,52,197],"been":[4,22,53],"a":[5,144,168,258,265,278],"hot":[6],"research":[7,51,102,269],"area":[8,57],"for":[9],"the":[10,56,67,81,89,95,121,135,158,171,181,185,190,203,226,232,247,254,284],"last":[11],"few":[12],"decades.":[13],"Thus":[14],"far,":[15],"numerous":[16],"different":[17,101,111,177],"approaches":[20],"have":[21,62,76],"proposed.":[23],"Some":[24],"of":[25,58,69,83,97,123,147,150,187,194,205,234,237,249,268,283,293],"these":[26],"include":[27,44],"methods":[28,43],"based":[29,93,133,289],"on":[30,94,134,180,264,290],"metadata,":[31],"content":[32],"similarity,":[33],"collaborative":[34],"filtering,":[35],"and":[36,47,75,104,301],"citation":[37],"analysis,":[38,88,163],"among":[39],"others.":[40],"Citation":[41],"analysis":[42,74,189,196,215,292],"bibliographic":[45,130,142,217,228,299],"coupling":[46,128,131,229,300],"co-citation":[48,59,73,87,162,195],"analysis.":[49,60],"Much":[50],"done":[54],"in":[55,72,100,164,192,216,281],"Researchers":[61],"also":[63],"performed":[64],"experiments":[65],"using":[66,213,257],"proximity":[68,115,188,214,233,248,291],"in-text":[70,235,250,255,294],"citations":[71,236,251,256,295],"found":[77],"that":[78,154,170,183,224,275],"it":[79],"improves":[80,125],"accuracy":[82,122,191,204,282],"recommendation.":[85],"In":[86,141],"similarity":[90],"is":[91,116,167,277],"discovered":[92],"frequency":[96],"co-cited":[98],"papers":[99,103,107,152,173,270],"those":[105],"citing":[106,172],"may":[108,174],"belong":[109,156,175],"to":[110,118,157,176,273,297],"areas.":[112,178],"However,":[113],"when":[114],"used":[117],"calculate":[119],"co-citation,":[120],"recommendations":[124,285],"significantly.":[126],"Bibliographic":[127],"finds":[129],"strength":[132],"common":[136,148],"references":[137,149],"between":[138],"two":[139,151],"papers.":[140],"coupling,":[143],"large":[145],"number":[146],"means":[153],"they":[155],"same":[159],"area,":[160],"unlike":[161],"which":[165],"there":[166,276],"possibility":[169],"Based":[179],"observation":[182],"with":[184],"use":[186],"cases":[193],"improved,":[198],"this":[199],"investigates":[201],"if":[202],"can":[208],"be":[209],"further":[210],"improved":[211],"by":[212,230,252,287],"coupling.":[218],"This":[219],"proposes":[221],"an":[222],"approach":[223,243],"extends":[225],"traditional":[227,298],"exploiting":[231],"bibliographically":[238],"coupled":[239],"articles.":[240],"The":[241],"proposed":[242],"takes":[244],"into":[245],"account":[246],"clustering":[253],"density-based":[259],"algorithm":[260],"called":[261],"DBSCAN.":[262],"Experiments":[263],"data":[266],"set":[267],"are":[271],"presented":[272],"show":[274],"substantial":[279],"increase":[280],"produced":[286],"DBSCAN":[288],"compared":[296],"content-based":[302],"approaches.":[303]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-04T06:14:18.571774","created_date":"2025-10-10T00:00:00"}