{"id":"https://openalex.org/W3094173950","doi":"https://doi.org/10.1109/tvcg.2020.3032984","title":"Understanding Missing Links in Bipartite Networks With MissBiN","display_name":"Understanding Missing Links in Bipartite Networks With MissBiN","publication_year":2020,"publication_date":"2020-10-22","ids":{"openalex":"https://openalex.org/W3094173950","doi":"https://doi.org/10.1109/tvcg.2020.3032984","mag":"3094173950","pmid":"https://pubmed.ncbi.nlm.nih.gov/33090955"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2020.3032984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2020.3032984","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5018820623","display_name":"Jian Zhao","orcid":"https://orcid.org/0000-0001-5008-4319"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jian Zhao","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0001-5008-4319","affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030293804","display_name":"Maoyuan Sun","orcid":"https://orcid.org/0000-0002-0990-2620"},"institutions":[{"id":"https://openalex.org/I102502594","display_name":"Northern Illinois University","ror":"https://ror.org/012wxa772","country_code":"US","type":"education","lineage":["https://openalex.org/I102502594"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maoyuan Sun","raw_affiliation_strings":["Northern Illinois University, DeKalb, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-0990-2620","affiliations":[{"raw_affiliation_string":"Northern Illinois University, DeKalb, IL, USA","institution_ids":["https://openalex.org/I102502594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025376488","display_name":"Francine Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I26274970","display_name":"FX Palo Alto Laboratory","ror":"https://ror.org/05ef4zt88","country_code":"US","type":"facility","lineage":["https://openalex.org/I26274970"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Francine Chen","raw_affiliation_strings":["FXPAL, Palo Alto, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FXPAL, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I26274970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103331862","display_name":"Patrick Chiu","orcid":null},"institutions":[{"id":"https://openalex.org/I26274970","display_name":"FX Palo Alto Laboratory","ror":"https://ror.org/05ef4zt88","country_code":"US","type":"facility","lineage":["https://openalex.org/I26274970"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Chiu","raw_affiliation_strings":["FXPAL, Palo Alto, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FXPAL, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I26274970"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":0.7999,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.72474352,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"28","issue":"6","first_page":"2457","last_page":"2469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9980000257492065,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8397229909896851},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.7761600017547607},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6484841704368591},{"id":"https://openalex.org/keywords/link-analysis","display_name":"Link analysis","score":0.6240631341934204},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5616053342819214},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5525439381599426},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5405098795890808},{"id":"https://openalex.org/keywords/intelligence-analysis","display_name":"Intelligence analysis","score":0.4735754430294037},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4517490267753601},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.4482279121875763},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.42700278759002686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41060349345207214},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3636564016342163},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35390913486480713},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3526177406311035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8397229909896851},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.7761600017547607},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6484841704368591},{"id":"https://openalex.org/C1173588","wikidata":"https://www.wikidata.org/wiki/Q6554294","display_name":"Link analysis","level":2,"score":0.6240631341934204},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5616053342819214},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5525439381599426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5405098795890808},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.4735754430294037},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4517490267753601},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.4482279121875763},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.42700278759002686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41060349345207214},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3636564016342163},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35390913486480713},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3526177406311035},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2020.3032984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2020.3032984","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:33090955","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33090955","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3395789907","display_name":"CRII: CHS: Visualizing Data Relationships Across Multiple Views","funder_award_id":"1850036","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7390422639","display_name":"CRII: CHS: Visualizing Data Relationships Across Multiple Views","funder_award_id":"2002082","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W188608978","https://openalex.org/W332631469","https://openalex.org/W398374693","https://openalex.org/W1520197059","https://openalex.org/W1601764037","https://openalex.org/W1961478032","https://openalex.org/W1976526581","https://openalex.org/W1979104937","https://openalex.org/W1993436046","https://openalex.org/W1998830141","https://openalex.org/W2001319512","https://openalex.org/W2001344462","https://openalex.org/W2005790334","https://openalex.org/W2006163714","https://openalex.org/W2021798868","https://openalex.org/W2022312374","https://openalex.org/W2025806111","https://openalex.org/W2033029648","https://openalex.org/W2036512590","https://openalex.org/W2037933327","https://openalex.org/W2044163504","https://openalex.org/W2066692087","https://openalex.org/W2073800769","https://openalex.org/W2081315591","https://openalex.org/W2087194317","https://openalex.org/W2088571412","https://openalex.org/W2100768746","https://openalex.org/W2103140580","https://openalex.org/W2105685244","https://openalex.org/W2105769812","https://openalex.org/W2109469951","https://openalex.org/W2111347866","https://openalex.org/W2111495777","https://openalex.org/W2113444201","https://openalex.org/W2118440866","https://openalex.org/W2125748785","https://openalex.org/W2130158951","https://openalex.org/W2133299088","https://openalex.org/W2144544802","https://openalex.org/W2151498529","https://openalex.org/W2151755225","https://openalex.org/W2153472243","https://openalex.org/W2155459494","https://openalex.org/W2157316473","https://openalex.org/W2167361714","https://openalex.org/W2169700383","https://openalex.org/W2171575586","https://openalex.org/W2287322623","https://openalex.org/W2319561871","https://openalex.org/W2321650456","https://openalex.org/W2345428105","https://openalex.org/W2420733993","https://openalex.org/W2494247977","https://openalex.org/W2546638639","https://openalex.org/W2564084673","https://openalex.org/W2752242122","https://openalex.org/W2888434594","https://openalex.org/W2902564552","https://openalex.org/W2964126306","https://openalex.org/W2964170309","https://openalex.org/W2994922136","https://openalex.org/W2995678987","https://openalex.org/W3141038072","https://openalex.org/W4248481136","https://openalex.org/W4299390005","https://openalex.org/W6652003455","https://openalex.org/W6678642643","https://openalex.org/W6682847631"],"related_works":["https://openalex.org/W2380760159","https://openalex.org/W2305543783","https://openalex.org/W2963128065","https://openalex.org/W2583864867","https://openalex.org/W1598884124","https://openalex.org/W2377904462","https://openalex.org/W4236164951","https://openalex.org/W2074640979","https://openalex.org/W2322922235","https://openalex.org/W2351568302"],"abstract_inverted_index":{"The":[0,101],"analysis":[1,20,53,110],"of":[2,10,38,65,85,103,136,153,169,175],"bipartite":[3,79],"networks":[4],"is":[5,30,105],"critical":[6],"in":[7,18,25,59,77,87,172],"a":[8,51,71,78,156,161],"variety":[9],"application":[11,174],"domains,":[12],"such":[13],"as":[14,155],"exploring":[15],"entity":[16],"co-occurrences":[17],"intelligence":[19,176],"and":[21,114,125,142],"investigating":[22],"gene":[23],"expression":[24],"bio-informatics.":[26],"One":[27],"important":[28],"task":[29],"missing":[31,117],"link":[32,66,75,139],"prediction,":[33],"which":[34,119],"infers":[35],"the":[36,60,83,88,98,123,134,137,151,167,170],"existence":[37],"unseen":[39],"links":[40],"based":[41,106],"on":[42,107],"currently":[43],"observed":[44],"ones.":[45],"In":[46],"this":[47],"article,":[48],"we":[49],"propose":[50],"visual":[52],"system,":[54],"MissBiN,":[55],"to":[56,132,149,165],"involve":[57],"analysts":[58],"loop":[61],"for":[62,74,96],"making":[63],"sense":[64],"prediction":[67,76,140],"results.":[68],"MissBiN":[69,104,154],"equips":[70],"novel":[72],"method":[73],"network":[80],"by":[81],"leveraging":[82],"information":[84],"bi-cliques":[86],"network.":[89],"It":[90],"also":[91,159],"provides":[92],"an":[93,173],"interactive":[94],"visualization":[95],"understanding":[97],"algorithm":[99],"outputs.":[100],"design":[102],"three":[108],"high-level":[109],"questions":[111],"(what,":[112],"why,":[113],"how)":[115],"regarding":[116],"links,":[118],"are":[120],"distilled":[121],"from":[122,146],"literature":[124],"expert":[126],"interviews.":[127],"We":[128,158],"conducted":[129],"quantitative":[130],"experiments":[131],"assess":[133],"performance":[135],"proposed":[138],"algorithm,":[141],"interviewed":[143],"two":[144],"experts":[145],"different":[147],"domains":[148],"demonstrate":[150],"effectiveness":[152],"whole.":[157],"provide":[160],"comprehensive":[162],"usage":[163],"scenario":[164],"illustrate":[166],"usefulness":[168],"tool":[171],"analysis.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
