{"id":"https://openalex.org/W3007162196","doi":"https://doi.org/10.1201/9781003033707-16","title":"Recent Advances in Scalable Network Generation1","display_name":"Recent Advances in Scalable Network Generation1","publication_year":2022,"publication_date":"2022-05-26","ids":{"openalex":"https://openalex.org/W3007162196","doi":"https://doi.org/10.1201/9781003033707-16","mag":"3007162196"},"language":"en","primary_location":{"id":"doi:10.1201/9781003033707-16","is_oa":true,"landing_page_url":"https://doi.org/10.1201/9781003033707-16","pdf_url":"https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.1201/9781003033707-16&type=chapterpdf","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Massive Graph Analytics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.1201/9781003033707-16&type=chapterpdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052142376","display_name":"Manuel Penschuck","orcid":"https://orcid.org/0000-0003-2630-7548"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Manuel Penschuck","raw_affiliation_strings":["Goethe University Frankfurt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Goethe University Frankfurt","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003377833","display_name":"Ulrik Brandes","orcid":"https://orcid.org/0000-0002-1520-0430"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ulrik Brandes","raw_affiliation_strings":["ETH Zrich","ETH Z\u00fcrich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETH Zrich","institution_ids":[]},{"raw_affiliation_string":"ETH Z\u00fcrich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084195614","display_name":"Michael Hamann","orcid":"https://orcid.org/0000-0002-6958-4927"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Hamann","raw_affiliation_strings":["Karlsruhe Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074563859","display_name":"Sebastian Lamm","orcid":"https://orcid.org/0000-0001-7828-921X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Lamm","raw_affiliation_strings":["Karlsruhe Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103183708","display_name":"Ulrich Meyer","orcid":"https://orcid.org/0000-0002-1197-3153"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ulrich Meyer","raw_affiliation_strings":["Goethe University Frankfurt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Goethe University Frankfurt","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057164472","display_name":"Ilya Safro","orcid":"https://orcid.org/0000-0001-6284-7408"},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilya Safro","raw_affiliation_strings":["Clemson University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clemson University","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082922326","display_name":"Peter Sanders","orcid":"https://orcid.org/0000-0003-3330-9349"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Sanders","raw_affiliation_strings":["Karlsruhe Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059665527","display_name":"Christian Schulz","orcid":"https://orcid.org/0000-0002-2823-3506"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christian Schulz","raw_affiliation_strings":["University of Vienna"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Vienna","institution_ids":["https://openalex.org/I129774422"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.7672,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.98013006,"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":"333","last_page":"376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9969000220298767,"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/T11269","display_name":"Algorithms and Data Compression","score":0.991100013256073,"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/computer-science","display_name":"Computer science","score":0.5424633026123047},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.46095895767211914},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.05816170573234558}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5424633026123047},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.46095895767211914},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.05816170573234558}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1201/9781003033707-16","is_oa":true,"landing_page_url":"https://doi.org/10.1201/9781003033707-16","pdf_url":"https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.1201/9781003033707-16&type=chapterpdf","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Massive Graph Analytics","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1201/9781003033707-16","is_oa":true,"landing_page_url":"https://doi.org/10.1201/9781003033707-16","pdf_url":"https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.1201/9781003033707-16&type=chapterpdf","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Massive Graph Analytics","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1061781252","display_name":null,"funder_award_id":"ME 2088/4-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G44947906","display_name":null,"funder_award_id":"WA 654/22-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4869689085","display_name":null,"funder_award_id":"FP7/2007-2013","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3007162196.pdf","grobid_xml":"https://content.openalex.org/works/W3007162196.grobid-xml"},"referenced_works_count":195,"referenced_works":["https://openalex.org/W67348729","https://openalex.org/W84180114","https://openalex.org/W95854697","https://openalex.org/W107596276","https://openalex.org/W111167761","https://openalex.org/W119778216","https://openalex.org/W142204222","https://openalex.org/W154688724","https://openalex.org/W206663221","https://openalex.org/W630423399","https://openalex.org/W631323843","https://openalex.org/W834693420","https://openalex.org/W1486765142","https://openalex.org/W1487258612","https://openalex.org/W1490949485","https://openalex.org/W1509188029","https://openalex.org/W1543943085","https://openalex.org/W1548117670","https://openalex.org/W1562536132","https://openalex.org/W1570340896","https://openalex.org/W1588836595","https://openalex.org/W1592213313","https://openalex.org/W1603307478","https://openalex.org/W1646238826","https://openalex.org/W1746999111","https://openalex.org/W1756477312","https://openalex.org/W1851684771","https://openalex.org/W1866618235","https://openalex.org/W1875112053","https://openalex.org/W1888264395","https://openalex.org/W1904315247","https://openalex.org/W1938617527","https://openalex.org/W1969575089","https://openalex.org/W1971215074","https://openalex.org/W1971421925","https://openalex.org/W1975704226","https://openalex.org/W1983275606","https://openalex.org/W1983345514","https://openalex.org/W1985339741","https://openalex.org/W1988398836","https://openalex.org/W1991408655","https://openalex.org/W1997698259","https://openalex.org/W1999170091","https://openalex.org/W1999934300","https://openalex.org/W2001991831","https://openalex.org/W2002722920","https://openalex.org/W2004009890","https://openalex.org/W2008006577","https://openalex.org/W2008620264","https://openalex.org/W2018480107","https://openalex.org/W2020547732","https://openalex.org/W2023655578","https://openalex.org/W2028314260","https://openalex.org/W2029972636","https://openalex.org/W2032005951","https://openalex.org/W2038142281","https://openalex.org/W2042901984","https://openalex.org/W2044881936","https://openalex.org/W2046323177","https://openalex.org/W2047979611","https://openalex.org/W2049742196","https://openalex.org/W2049807504","https://openalex.org/W2050239729","https://openalex.org/W2057444638","https://openalex.org/W2059985735","https://openalex.org/W2062179655","https://openalex.org/W2065221212","https://openalex.org/W2066426558","https://openalex.org/W2066586173","https://openalex.org/W2072688741","https://openalex.org/W2085761620","https://openalex.org/W2088116875","https://openalex.org/W2088521668","https://openalex.org/W2090978188","https://openalex.org/W2099205492","https://openalex.org/W2101412812","https://openalex.org/W2102907934","https://openalex.org/W2105808107","https://openalex.org/W2107034998","https://openalex.org/W2111219324","https://openalex.org/W2112090702","https://openalex.org/W2112681514","https://openalex.org/W2112976607","https://openalex.org/W2113046370","https://openalex.org/W2115748897","https://openalex.org/W2116450608","https://openalex.org/W2116940697","https://openalex.org/W2127132699","https://openalex.org/W2129620481","https://openalex.org/W2135301926","https://openalex.org/W2136219960","https://openalex.org/W2136931666","https://openalex.org/W2150596521","https://openalex.org/W2150740300","https://openalex.org/W2152828142","https://openalex.org/W2153624566","https://openalex.org/W2157520633","https://openalex.org/W2167886900","https://openalex.org/W2169499674","https://openalex.org/W2170120409","https://openalex.org/W2173213060","https://openalex.org/W2202128494","https://openalex.org/W2264643434","https://openalex.org/W2282495428","https://openalex.org/W2293947850","https://openalex.org/W2299715444","https://openalex.org/W2314893179","https://openalex.org/W2341223996","https://openalex.org/W2396051143","https://openalex.org/W2401915092","https://openalex.org/W2494182535","https://openalex.org/W2500700795","https://openalex.org/W2508838500","https://openalex.org/W2509319707","https://openalex.org/W2520938731","https://openalex.org/W2523114819","https://openalex.org/W2529094854","https://openalex.org/W2532503781","https://openalex.org/W2542459869","https://openalex.org/W2552651938","https://openalex.org/W2556758248","https://openalex.org/W2559839022","https://openalex.org/W2561472232","https://openalex.org/W2605684314","https://openalex.org/W2614875212","https://openalex.org/W2616245415","https://openalex.org/W2750183690","https://openalex.org/W2750600085","https://openalex.org/W2752853835","https://openalex.org/W2772279521","https://openalex.org/W2784161997","https://openalex.org/W2792772192","https://openalex.org/W2802870214","https://openalex.org/W2808342611","https://openalex.org/W2886350584","https://openalex.org/W2886935179","https://openalex.org/W2905110430","https://openalex.org/W2911584662","https://openalex.org/W2922199780","https://openalex.org/W2929125140","https://openalex.org/W2929353582","https://openalex.org/W2939918494","https://openalex.org/W2945703238","https://openalex.org/W2962696370","https://openalex.org/W2962723819","https://openalex.org/W2962812108","https://openalex.org/W2963017687","https://openalex.org/W2963166370","https://openalex.org/W2963653837","https://openalex.org/W2963883456","https://openalex.org/W2963979722","https://openalex.org/W2963982460","https://openalex.org/W2964251804","https://openalex.org/W2964263237","https://openalex.org/W2971375767","https://openalex.org/W2977810879","https://openalex.org/W2978499064","https://openalex.org/W2981985696","https://openalex.org/W2987753956","https://openalex.org/W2987999854","https://openalex.org/W3003536453","https://openalex.org/W3004555699","https://openalex.org/W3037843375","https://openalex.org/W3083123017","https://openalex.org/W3088025102","https://openalex.org/W3098503635","https://openalex.org/W3099640877","https://openalex.org/W3101631150","https://openalex.org/W3102471529","https://openalex.org/W3102684732","https://openalex.org/W3103560620","https://openalex.org/W3104315124","https://openalex.org/W3105361032","https://openalex.org/W3105603957","https://openalex.org/W3121379941","https://openalex.org/W3122247640","https://openalex.org/W3126033509","https://openalex.org/W3140748815","https://openalex.org/W3143219376","https://openalex.org/W3147146760","https://openalex.org/W4214516383","https://openalex.org/W4237078129","https://openalex.org/W4237745588","https://openalex.org/W4248920304","https://openalex.org/W4250823168","https://openalex.org/W4252973173","https://openalex.org/W4292330641","https://openalex.org/W4295816594","https://openalex.org/W4298133353","https://openalex.org/W4299591666","https://openalex.org/W4315691002","https://openalex.org/W6629511120","https://openalex.org/W6677111876","https://openalex.org/W6683025359","https://openalex.org/W6684582062"],"related_works":["https://openalex.org/W2461970972","https://openalex.org/W2364921833","https://openalex.org/W2388030554","https://openalex.org/W2302028273","https://openalex.org/W1525643724","https://openalex.org/W2067938758","https://openalex.org/W2382623646","https://openalex.org/W3087771547","https://openalex.org/W2333420780","https://openalex.org/W2375199418"],"abstract_inverted_index":{"Random":[0],"graph":[1],"models":[2],"are":[3],"frequently":[4],"used":[5],"as":[6,29],"a":[7,26,61],"controllable":[8],"and":[9,64],"versatile":[10],"data":[11],"source":[12],"for":[13],"experimental":[14],"campaigns":[15],"in":[16,66],"various":[17],"research":[18],"fields.":[19],"Generating":[20],"such":[21,58],"data-sets":[22],"at":[23],"scale":[24],"is":[25],"non-trivial":[27],"task":[28],"it":[30],"requires":[31],"design":[32],"decisions":[33],"typically":[34],"spanning":[35],"multiple":[36],"areas":[37],"of":[38,45,54],"expertise.":[39],"Challenges":[40],"begin":[41],"with":[42,51],"the":[43,52,72],"identification":[44],"relevant":[46],"domain-specific":[47],"network":[48],"features,":[49],"continue":[50],"question":[53],"how":[55],"to":[56],"compile":[57],"features":[59],"into":[60],"tractable":[62],"model,":[63],"culminate":[65],"algorithmic":[67],"details":[68],"arising":[69],"while":[70],"implementing":[71],"pertaining":[73],"model.":[74]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}