{"id":"https://openalex.org/W1564631807","doi":"https://doi.org/10.1109/infocom.2015.7218534","title":"Construction of simple graphs with a target joint degree matrix and beyond","display_name":"Construction of simple graphs with a target joint degree matrix and beyond","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1564631807","doi":"https://doi.org/10.1109/infocom.2015.7218534","mag":"1564631807"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2015.7218534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2015.7218534","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Communications (INFOCOM)","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/A5091119313","display_name":"Minas Gjoka","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minas Gjoka","raw_affiliation_strings":["University of California, Irvine","[University of California, Irvine]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"[University of California, Irvine]","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073155351","display_name":"B\u00e1lint Tillman","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Balint Tillman","raw_affiliation_strings":["University of California, Irvine","[University of California, Irvine]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"[University of California, Irvine]","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013543313","display_name":"Athina Markopoulou","orcid":"https://orcid.org/0000-0003-1803-8675"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Athina Markopoulou","raw_affiliation_strings":["University of California, Irvine","[University of California, Irvine]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"[University of California, Irvine]","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6236,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.89084733,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9811000227928162,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9805999994277954,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.7526881694793701},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.609693706035614},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5434359312057495},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.501253604888916},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4781409502029419},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4529817998409271},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.441289484500885},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.41867533326148987},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3889448344707489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2258235216140747},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13354694843292236}],"concepts":[{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.7526881694793701},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.609693706035614},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5434359312057495},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.501253604888916},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4781409502029419},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4529817998409271},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.441289484500885},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.41867533326148987},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3889448344707489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2258235216140747},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13354694843292236},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocom.2015.7218534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2015.7218534","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Communications (INFOCOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.701.8336","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.701.8336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.minasgjoka.com/papers/mgjoka_infocom15.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332688","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1552929059","https://openalex.org/W1983275606","https://openalex.org/W2000687288","https://openalex.org/W2002185586","https://openalex.org/W2016755074","https://openalex.org/W2025266141","https://openalex.org/W2025598851","https://openalex.org/W2031310794","https://openalex.org/W2044881936","https://openalex.org/W2097147952","https://openalex.org/W2100256240","https://openalex.org/W2115022330","https://openalex.org/W2144140472","https://openalex.org/W2145102203","https://openalex.org/W2145402497","https://openalex.org/W2150256170","https://openalex.org/W2153204928","https://openalex.org/W2198801058","https://openalex.org/W3103307686","https://openalex.org/W3121379941","https://openalex.org/W3125245194","https://openalex.org/W3125564681","https://openalex.org/W4297803064","https://openalex.org/W6633128868","https://openalex.org/W6654396940","https://openalex.org/W6658387099","https://openalex.org/W6687527930"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"In":[0,14,99],"networking":[1],"research,":[2],"it":[3],"is":[4,51],"often":[5],"desirable":[6],"to":[7,80,114,174],"generate":[8],"synthetic":[9],"graphs":[10,28,104,122,152],"with":[11,29,105,123],"certain":[12],"properties.":[13],"this":[15,78],"paper,":[16],"we":[17,59,145,164],"present":[18],"a":[19,30,106,115,124],"new":[20],"algorithm,":[21],"2K_Simple,":[22],"for":[23,141],"exact":[24,96],"construction":[25,74],"of":[26,56,94,130,160,171],"simple":[27,103,121],"target":[31,44,97,107,125],"joint":[32,128],"degree":[33],"matrix":[34],"(JDM).":[35],"We":[36,76,134],"prove":[37],"that":[38,47,61,87,153,177],"the":[39,43,54,62,68,95,166],"algorithm":[40,63],"constructs":[41],"exactly":[42,120],"JDM":[45,108,126],"and":[46,83,109,127,144,162],"its":[48],"running":[49,167],"time":[50,168],"linear":[52],"in":[53,150,158],"number":[55],"edges.":[57],"Furthermore,":[58],"show":[60],"poses":[64],"less":[65],"constraints":[66],"on":[67,92,179],"graph":[69],"structure":[70],"than":[71],"previous":[72,175],"state-of-the-art":[73],"algorithms.":[75],"exploit":[77],"flexibility":[79],"extend":[81],"2K_Simple":[82],"design":[84],"two":[85],"algorithms":[86,138],"achieve":[88],"additional":[89],"network":[90],"properties":[91],"top":[93],"JDM.":[98],"particular,":[100],"2K_Simple_Clustering":[101],"produces":[102,119],"average":[110],"clustering":[111],"coefficient":[112],"close":[113],"target,":[116],"while":[117],"2K_Simple_Attributes":[118],"occurrence":[129],"node":[131],"attribute":[132],"pairs.":[133],"exhaustively":[135],"evaluate":[136],"our":[137],"through":[139],"simulation":[140],"small":[142],"graphs,":[143],"also":[146],"demonstrate":[147],"their":[148],"benefits":[149],"generating":[151],"resemble":[154],"real-world":[155],"social":[156],"networks":[157],"terms":[159],"accuracy":[161],"speed;":[163],"reduce":[165],"by":[169],"orders":[170],"magnitudes":[172],"compared":[173],"approaches":[176],"rely":[178],"Monte":[180],"Carlo":[181],"Markov":[182],"Chains.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}