{"id":"https://openalex.org/W2225238616","doi":"https://doi.org/10.1007/s13278-016-0394-1","title":"An empirical comparison of Big Graph frameworks in the context of network analysis","display_name":"An empirical comparison of Big Graph frameworks in the context of network analysis","publication_year":2016,"publication_date":"2016-09-22","ids":{"openalex":"https://openalex.org/W2225238616","doi":"https://doi.org/10.1007/s13278-016-0394-1","mag":"2225238616"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-016-0394-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13278-016-0394-1","pdf_url":null,"source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-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/A5032354565","display_name":"Jannis Koch","orcid":null},"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":true,"raw_author_name":"Jannis Koch","raw_affiliation_strings":["Department of Informatics, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063371576","display_name":"Christian Staudt","orcid":null},"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":"Christian L. Staudt","raw_affiliation_strings":["Department of Informatics, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041820224","display_name":"Maximilian Vogel","orcid":null},"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":"Maximilian Vogel","raw_affiliation_strings":["Department of Informatics, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020196859","display_name":"Henning Meyerhenke","orcid":"https://orcid.org/0000-0002-7769-726X"},"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":"Henning Meyerhenke","raw_affiliation_strings":["Department of Informatics, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131, Karlsruhe, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Karlsruhe Institute of Technology (KIT), Am Fasanengarten 5, 76131, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032354565"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.8023,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85070398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6","issue":"1","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":0.9994000196456909,"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":0.9994000196456909,"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":0.9987999796867371,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.994700014591217,"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":0.8624459505081177},{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.7456865906715393},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5670710206031799},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.49460193514823914},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4931311309337616},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4913589060306549},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4655251204967499},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.46024981141090393},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4601154923439026},{"id":"https://openalex.org/keywords/power-graph-analysis","display_name":"Power graph analysis","score":0.45971301198005676},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4495125114917755},{"id":"https://openalex.org/keywords/distributed-memory","display_name":"Distributed memory","score":0.44449859857559204},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3154603838920593},{"id":"https://openalex.org/keywords/shared-memory","display_name":"Shared memory","score":0.2638642191886902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19169655442237854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8624459505081177},{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.7456865906715393},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5670710206031799},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.49460193514823914},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4931311309337616},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4913589060306549},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4655251204967499},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.46024981141090393},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4601154923439026},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.45971301198005676},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4495125114917755},{"id":"https://openalex.org/C91481028","wikidata":"https://www.wikidata.org/wiki/Q1054686","display_name":"Distributed memory","level":3,"score":0.44449859857559204},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3154603838920593},{"id":"https://openalex.org/C133875982","wikidata":"https://www.wikidata.org/wiki/Q764810","display_name":"Shared memory","level":2,"score":0.2638642191886902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19169655442237854},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13278-016-0394-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13278-016-0394-1","pdf_url":null,"source":{"id":"https://openalex.org/S2764891196","display_name":"Social Network Analysis and Mining","issn_l":"1869-5450","issn":["1869-5450","1869-5469"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W78077100","https://openalex.org/W131619556","https://openalex.org/W217817341","https://openalex.org/W1814023381","https://openalex.org/W1875112053","https://openalex.org/W1994727615","https://openalex.org/W2020302654","https://openalex.org/W2024042592","https://openalex.org/W2045271686","https://openalex.org/W2060280513","https://openalex.org/W2062140606","https://openalex.org/W2066636486","https://openalex.org/W2094674899","https://openalex.org/W2096544401","https://openalex.org/W2101196063","https://openalex.org/W2116759966","https://openalex.org/W2129934604","https://openalex.org/W2132202037","https://openalex.org/W2133941976","https://openalex.org/W2170616854","https://openalex.org/W2173213060","https://openalex.org/W2276961708","https://openalex.org/W2764800686","https://openalex.org/W2963794747","https://openalex.org/W2963798707","https://openalex.org/W4211012425","https://openalex.org/W4213146104","https://openalex.org/W4238452917"],"related_works":["https://openalex.org/W2106626222","https://openalex.org/W2980866815","https://openalex.org/W1562405179","https://openalex.org/W2125493559","https://openalex.org/W2964164193","https://openalex.org/W4312068760","https://openalex.org/W4302985109","https://openalex.org/W1865958364","https://openalex.org/W4377700533","https://openalex.org/W2407929059"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}