{"id":"https://openalex.org/W2808910990","doi":"https://doi.org/10.1007/s13278-018-0522-1","title":"The difference between optimal and germane communities","display_name":"The difference between optimal and germane communities","publication_year":2018,"publication_date":"2018-06-21","ids":{"openalex":"https://openalex.org/W2808910990","doi":"https://doi.org/10.1007/s13278-018-0522-1","mag":"2808910990"},"language":"en","primary_location":{"id":"doi:10.1007/s13278-018-0522-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-018-0522-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-018-0522-1.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13278-018-0522-1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070031860","display_name":"Jerry Scripps","orcid":"https://orcid.org/0000-0002-0155-254X"},"institutions":[{"id":"https://openalex.org/I8606887","display_name":"Grand Valley State University","ror":"https://ror.org/001m1hv61","country_code":"US","type":"education","lineage":["https://openalex.org/I8606887"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jerry Scripps","raw_affiliation_strings":["Grand Valley State University, Allendale, USA"],"raw_orcid":"https://orcid.org/0000-0002-0155-254X","affiliations":[{"raw_affiliation_string":"Grand Valley State University, Allendale, USA","institution_ids":["https://openalex.org/I8606887"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105351480","display_name":"Christian Trefftz","orcid":"https://orcid.org/0000-0002-0673-3788"},"institutions":[{"id":"https://openalex.org/I8606887","display_name":"Grand Valley State University","ror":"https://ror.org/001m1hv61","country_code":"US","type":"education","lineage":["https://openalex.org/I8606887"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christian Trefftz","raw_affiliation_strings":["Grand Valley State University, Allendale, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grand Valley State University, Allendale, USA","institution_ids":["https://openalex.org/I8606887"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011061617","display_name":"Zachary Kurmas","orcid":"https://orcid.org/0009-0002-2074-2522"},"institutions":[{"id":"https://openalex.org/I8606887","display_name":"Grand Valley State University","ror":"https://ror.org/001m1hv61","country_code":"US","type":"education","lineage":["https://openalex.org/I8606887"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zachary Kurmas","raw_affiliation_strings":["Grand Valley State University, Allendale, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grand Valley State University, Allendale, USA","institution_ids":["https://openalex.org/I8606887"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070031860"],"corresponding_institution_ids":["https://openalex.org/I8606887"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.07904858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"8","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":0.9998999834060669,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9689000248908997,"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/germane","display_name":"Germane","score":0.786632239818573},{"id":"https://openalex.org/keywords/statistic","display_name":"Statistic","score":0.6811261773109436},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6519763469696045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6401247978210449},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.5495228171348572},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.520006000995636},{"id":"https://openalex.org/keywords/community-college","display_name":"Community college","score":0.4206504821777344},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38824743032455444},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21905776858329773},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21172133088111877},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.067513108253479}],"concepts":[{"id":"https://openalex.org/C2776154250","wikidata":"https://www.wikidata.org/wiki/Q415811","display_name":"Germane","level":4,"score":0.786632239818573},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.6811261773109436},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6519763469696045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6401247978210449},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.5495228171348572},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.520006000995636},{"id":"https://openalex.org/C2985172591","wikidata":"https://www.wikidata.org/wiki/Q1336920","display_name":"Community college","level":2,"score":0.4206504821777344},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38824743032455444},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21905776858329773},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21172133088111877},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.067513108253479},{"id":"https://openalex.org/C544956773","wikidata":"https://www.wikidata.org/wiki/Q670","display_name":"Silicon","level":2,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C550623735","wikidata":"https://www.wikidata.org/wiki/Q867","display_name":"Germanium","level":3,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s13278-018-0522-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-018-0522-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-018-0522-1.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},{"id":"pmh:oai:scholarworks.gvsu.edu:oapsf_articles-1110","is_oa":false,"landing_page_url":"https://scholarworks.gvsu.edu/oapsf_articles/109","pdf_url":null,"source":{"id":"https://openalex.org/S4377196483","display_name":"ScholarWorks - GVSU (Grand Valley State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I8606887","host_organization_name":"Grand Valley State University","host_organization_lineage":["https://openalex.org/I8606887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Funded Articles","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/s13278-018-0522-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13278-018-0522-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13278-018-0522-1.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Social Network Analysis and Mining","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2808910990.pdf","grobid_xml":"https://content.openalex.org/works/W2808910990.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1565377632","https://openalex.org/W1967140769","https://openalex.org/W1970301364","https://openalex.org/W1971421925","https://openalex.org/W1971784203","https://openalex.org/W1989524890","https://openalex.org/W1990600049","https://openalex.org/W1995996823","https://openalex.org/W2009618466","https://openalex.org/W2013307517","https://openalex.org/W2015953751","https://openalex.org/W2023655578","https://openalex.org/W2047940964","https://openalex.org/W2049361420","https://openalex.org/W2055857467","https://openalex.org/W2095293504","https://openalex.org/W2110620844","https://openalex.org/W2116819994","https://openalex.org/W2121947440","https://openalex.org/W2147427313","https://openalex.org/W2155058903","https://openalex.org/W2155313645","https://openalex.org/W2164928285","https://openalex.org/W2184589788","https://openalex.org/W2319660501","https://openalex.org/W2493516651","https://openalex.org/W2953965357","https://openalex.org/W2963666064","https://openalex.org/W3100069540","https://openalex.org/W3101413764","https://openalex.org/W3123255541","https://openalex.org/W3124144983","https://openalex.org/W3124682511"],"related_works":["https://openalex.org/W2010725961","https://openalex.org/W2325666527","https://openalex.org/W2020845664","https://openalex.org/W1973109905","https://openalex.org/W2083948078","https://openalex.org/W4281726897","https://openalex.org/W1982278491","https://openalex.org/W1970295905","https://openalex.org/W2322303280","https://openalex.org/W4246527288"],"abstract_inverted_index":{"Networks":[0],"often":[1],"exhibit":[2],"community":[3,56,64,72],"structure":[4],"and":[5],"there":[6],"are":[7,29,75,87],"many":[8],"algorithms":[9,27,66],"that":[10,28,67,74,86],"have":[11,22],"been":[12],"proposed":[13],"to":[14,31,37,70,83],"detect":[15,38],"the":[16,53,84],"communities.":[17],"Different":[18],"sets":[19,73],"of":[20,44],"communities":[21,39],"different":[23],"characteristics.":[24,45,57],"Community":[25],"finding":[26,65],"designed":[30],"optimize":[32],"a":[33,41],"single":[34],"statistic":[35],"tend":[36],"with":[40],"narrow":[42],"set":[43],"In":[46,58],"this":[47],"paper,":[48],"we":[49,60],"present":[50,61],"evidence":[51],"for":[52],"differences":[54],"in":[55],"addition,":[59],"two":[62],"new":[63],"allow":[68],"analysts":[69],"find":[71],"not":[76],"only":[77],"high":[78],"quality":[79],"but":[80],"also":[81],"germane":[82],"characteristics":[85],"desired.":[88]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
