{"id":"https://openalex.org/W4390718229","doi":"https://doi.org/10.1093/llc/fqad102","title":"Mapping Germanness in early 20th century USA: topic modeling and GIS within a small corpus framework","display_name":"Mapping Germanness in early 20th century USA: topic modeling and GIS within a small corpus framework","publication_year":2024,"publication_date":"2024-01-10","ids":{"openalex":"https://openalex.org/W4390718229","doi":"https://doi.org/10.1093/llc/fqad102"},"language":"en","primary_location":{"id":"doi:10.1093/llc/fqad102","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1093/llc/fqad102","pdf_url":null,"source":{"id":"https://openalex.org/S2734814886","display_name":"Digital Scholarship in the Humanities","issn_l":"2055-7671","issn":["2055-7671","2055-768X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Digital Scholarship in the Humanities","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/A5059970768","display_name":"Sijie Wang","orcid":"https://orcid.org/0000-0002-4948-0514"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sijie Wang","raw_affiliation_strings":["School of History, Nanjing University , No. 163, Xianlin Avenue, Nanjing 210023, China"],"affiliations":[{"raw_affiliation_string":"School of History, Nanjing University , No. 163, Xianlin Avenue, Nanjing 210023, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037577636","display_name":"Maciej Kurzynski","orcid":"https://orcid.org/0009-0006-5466-2423"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maciej Kurzynski","raw_affiliation_strings":["The Advanced Institute for Global Chinese Studies, Lingnan University , 8 Castle Peak Rd, Tuen Mun, NT, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Advanced Institute for Global Chinese Studies, Lingnan University , 8 Castle Peak Rd, Tuen Mun, NT, Hong Kong, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059970768"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":{"value":2522,"currency":"GBP","value_usd":3093},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01202282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"1","first_page":"430","last_page":"445"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.979200005531311,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12872","display_name":"Philippine History and Culture","score":0.9406999945640564,"subfield":{"id":"https://openalex.org/subfields/3314","display_name":"Anthropology"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9348999857902527,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.9080113172531128},{"id":"https://openalex.org/keywords/alliance","display_name":"Alliance","score":0.7069119215011597},{"id":"https://openalex.org/keywords/ethnic-group","display_name":"Ethnic group","score":0.6704466342926025},{"id":"https://openalex.org/keywords/immigration","display_name":"Immigration","score":0.5809697508811951},{"id":"https://openalex.org/keywords/unification","display_name":"Unification","score":0.5202680826187134},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.4777780771255493},{"id":"https://openalex.org/keywords/diaspora","display_name":"Diaspora","score":0.4586044251918793},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.3582877218723297},{"id":"https://openalex.org/keywords/media-studies","display_name":"Media studies","score":0.34738922119140625},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.33722037076950073},{"id":"https://openalex.org/keywords/gender-studies","display_name":"Gender studies","score":0.23949280381202698},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.19315403699874878},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.15298527479171753}],"concepts":[{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.9080113172531128},{"id":"https://openalex.org/C2778431023","wikidata":"https://www.wikidata.org/wiki/Q878249","display_name":"Alliance","level":2,"score":0.7069119215011597},{"id":"https://openalex.org/C137403100","wikidata":"https://www.wikidata.org/wiki/Q41710","display_name":"Ethnic group","level":2,"score":0.6704466342926025},{"id":"https://openalex.org/C70036468","wikidata":"https://www.wikidata.org/wiki/Q131288","display_name":"Immigration","level":2,"score":0.5809697508811951},{"id":"https://openalex.org/C96146094","wikidata":"https://www.wikidata.org/wiki/Q609057","display_name":"Unification","level":2,"score":0.5202680826187134},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.4777780771255493},{"id":"https://openalex.org/C2778611045","wikidata":"https://www.wikidata.org/wiki/Q133004","display_name":"Diaspora","level":2,"score":0.4586044251918793},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3582877218723297},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.34738922119140625},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.33722037076950073},{"id":"https://openalex.org/C107993555","wikidata":"https://www.wikidata.org/wiki/Q1662673","display_name":"Gender studies","level":1,"score":0.23949280381202698},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.19315403699874878},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.15298527479171753},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/llc/fqad102","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1093/llc/fqad102","pdf_url":null,"source":{"id":"https://openalex.org/S2734814886","display_name":"Digital Scholarship in the Humanities","issn_l":"2055-7671","issn":["2055-7671","2055-768X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Digital Scholarship in the Humanities","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W63478323","https://openalex.org/W159693449","https://openalex.org/W563780922","https://openalex.org/W617170688","https://openalex.org/W618849965","https://openalex.org/W626448342","https://openalex.org/W652522556","https://openalex.org/W655844015","https://openalex.org/W1554703102","https://openalex.org/W1589252624","https://openalex.org/W1976419325","https://openalex.org/W2033037506","https://openalex.org/W2056414700","https://openalex.org/W2120379285","https://openalex.org/W2174706414","https://openalex.org/W2333553301","https://openalex.org/W2481552413","https://openalex.org/W2498870477","https://openalex.org/W2499202522","https://openalex.org/W2501595478","https://openalex.org/W2532270974","https://openalex.org/W2588960398","https://openalex.org/W2612632382","https://openalex.org/W2737946880","https://openalex.org/W2939439331","https://openalex.org/W2961420121","https://openalex.org/W3006112430","https://openalex.org/W3216383218","https://openalex.org/W4231510805","https://openalex.org/W4238867591","https://openalex.org/W4292876651","https://openalex.org/W4297786366","https://openalex.org/W4300129148","https://openalex.org/W4302405418","https://openalex.org/W4399377303","https://openalex.org/W6606478888","https://openalex.org/W6639619044","https://openalex.org/W6723782380","https://openalex.org/W6728851020","https://openalex.org/W6737411439","https://openalex.org/W6842101755"],"related_works":["https://openalex.org/W4385978413","https://openalex.org/W2620968602","https://openalex.org/W1720732103","https://openalex.org/W4229718651","https://openalex.org/W2207323046","https://openalex.org/W1959619986","https://openalex.org/W2736040328","https://openalex.org/W2289567779","https://openalex.org/W569672541","https://openalex.org/W4283384011"],"abstract_inverted_index":{"Abstract":[0],"The":[1,98],"increased":[2],"emphasis":[3],"on":[4,30,73],"language":[5,80],"and":[6,43,78,104,116,146],"ethnicity":[7],"among":[8],"German":[9,47,56,79,138],"immigrants":[10],"in":[11,35,51,94,96],"the":[12,15,18,39,44,87,90,109,114,126,129,134,137,154],"USA":[13],"at":[14],"beginning":[16],"of":[17,41,46,55,89,113,121,136,162],"20th":[19],"century":[20],"resulted":[21],"from":[22],"inter-ethnic":[23],"competition":[24],"as":[25,27,32,76,165,167],"well":[26,166],"assimilation":[28],"pressures":[29],"Germans":[31,50],"a":[33,63,70,171],"minority":[34],"American":[36],"society.":[37],"Following":[38],"unification":[40],"Germany":[42],"improvement":[45],"international":[48],"status,":[49],"America":[52],"claimed":[53],"superiority":[54],"culture;":[57],"middle-class":[58],"advocates":[59],"attempted":[60],"to":[61,86,107,125],"build":[62],"more":[64],"united":[65],"German-American":[66,92],"community,":[67],"fighting":[68],"for":[69],"stronger":[71],"voice":[72],"issues":[74],"such":[75],"prohibition":[77],"education.":[81],"These":[82],"processes":[83],"eventually":[84],"led":[85],"establishment":[88],"National":[91],"Alliance":[93,115],"Philadelphia":[95],"1901.":[97],"present":[99],"article":[100],"employs":[101],"topic":[102,163],"modeling":[103],"GIS":[105],"techniques":[106],"examine":[108],"little-known":[110],"conference":[111],"proceedings":[112],"discuss":[117,158],"Prince":[118],"Heinrich":[119],"\u201cHenry\u201d":[120],"Prussia\u2019s":[122],"1902":[123],"visit":[124],"USA.":[127],"On":[128,153],"humanities":[130],"side,":[131,156],"we":[132,157],"foreground":[133],"dynamics":[135],"diaspora":[139],"who":[140],"sought":[141],"their":[142,168],"own":[143],"ethnic":[144],"uniqueness":[145],"constructed":[147],"historical":[148],"memory":[149],"during":[150],"this":[151],"period.":[152],"digital":[155],"different":[159],"statistical":[160],"evaluations":[161],"models":[164],"applicability":[169],"within":[170],"small":[172],"corpus":[173],"research":[174],"framework.":[175]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}