{"id":"https://openalex.org/W1995461542","doi":"https://doi.org/10.1007/s10707-005-6670-2","title":"Visualizing Demographic Trajectories with Self-Organizing Maps","display_name":"Visualizing Demographic Trajectories with Self-Organizing Maps","publication_year":2005,"publication_date":"2005-04-12","ids":{"openalex":"https://openalex.org/W1995461542","doi":"https://doi.org/10.1007/s10707-005-6670-2","mag":"1995461542"},"language":"en","primary_location":{"id":"doi:10.1007/s10707-005-6670-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10707-005-6670-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210168194","display_name":"GeoInformatica","issn_l":"1384-6175","issn":["1384-6175","1573-7624"],"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":"GeoInformatica","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/A5066502063","display_name":"Andr\u00e9 Skupin","orcid":"https://orcid.org/0000-0002-8398-8119"},"institutions":[{"id":"https://openalex.org/I192396691","display_name":"University of New Orleans","ror":"https://ror.org/034mtvk83","country_code":"US","type":"education","lineage":["https://openalex.org/I192396691","https://openalex.org/I2799628689"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Andr\ufffd Skupin","raw_affiliation_strings":["Department of Geography, University of New Orleans, New Orleans, LA, 70148, USA","Department of Geography, University of New Orleans, New Orleans, USA 70148#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of New Orleans, New Orleans, LA, 70148, USA","institution_ids":["https://openalex.org/I192396691"]},{"raw_affiliation_string":"Department of Geography, University of New Orleans, New Orleans, USA 70148#TAB#","institution_ids":["https://openalex.org/I192396691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014695897","display_name":"Ron Hagelman","orcid":null},"institutions":[{"id":"https://openalex.org/I192396691","display_name":"University of New Orleans","ror":"https://ror.org/034mtvk83","country_code":"US","type":"education","lineage":["https://openalex.org/I192396691","https://openalex.org/I2799628689"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ron Hagelman","raw_affiliation_strings":["Department of Geography, University of New Orleans, New Orleans, LA, 70148, USA","Department of Geography, University of New Orleans, New Orleans, USA 70148#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of New Orleans, New Orleans, LA, 70148, USA","institution_ids":["https://openalex.org/I192396691"]},{"raw_affiliation_string":"Department of Geography, University of New Orleans, New Orleans, USA 70148#TAB#","institution_ids":["https://openalex.org/I192396691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066502063"],"corresponding_institution_ids":["https://openalex.org/I192396691"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":3.2265,"has_fulltext":false,"cited_by_count":88,"citation_normalized_percentile":{"value":0.90765132,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"2","first_page":"159","last_page":"179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9937999844551086,"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"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9757999777793884,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.6619002223014832},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6408408880233765},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6197246313095093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5265350937843323},{"id":"https://openalex.org/keywords/census","display_name":"Census","score":0.5124766826629639},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5069077610969543},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.49454519152641296},{"id":"https://openalex.org/keywords/traverse","display_name":"Traverse","score":0.45896056294441223},{"id":"https://openalex.org/keywords/geovisualization","display_name":"Geovisualization","score":0.4452657103538513},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.43727171421051025},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.4359700083732605},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3899793326854706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2978132665157318},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.21767693758010864},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.14698892831802368}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.6619002223014832},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6408408880233765},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6197246313095093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5265350937843323},{"id":"https://openalex.org/C52130261","wikidata":"https://www.wikidata.org/wiki/Q39825","display_name":"Census","level":3,"score":0.5124766826629639},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5069077610969543},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.49454519152641296},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.45896056294441223},{"id":"https://openalex.org/C12380541","wikidata":"https://www.wikidata.org/wiki/Q58300","display_name":"Geovisualization","level":4,"score":0.4452657103538513},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.43727171421051025},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.4359700083732605},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3899793326854706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2978132665157318},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.21767693758010864},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.14698892831802368},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10707-005-6670-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10707-005-6670-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210168194","display_name":"GeoInformatica","issn_l":"1384-6175","issn":["1384-6175","1573-7624"],"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":"GeoInformatica","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W60517669","https://openalex.org/W431360659","https://openalex.org/W1482753234","https://openalex.org/W1504742046","https://openalex.org/W1530612431","https://openalex.org/W1600704669","https://openalex.org/W1679913846","https://openalex.org/W1862147749","https://openalex.org/W1970669644","https://openalex.org/W1973601685","https://openalex.org/W2011576689","https://openalex.org/W2024053323","https://openalex.org/W2025558436","https://openalex.org/W2040947111","https://openalex.org/W2138469265","https://openalex.org/W2162161511","https://openalex.org/W2243862681","https://openalex.org/W2489564137","https://openalex.org/W2526022168","https://openalex.org/W2912554872","https://openalex.org/W4213332169","https://openalex.org/W4245691501","https://openalex.org/W6614864081","https://openalex.org/W7064222001"],"related_works":["https://openalex.org/W2944735761","https://openalex.org/W4236598460","https://openalex.org/W2371876844","https://openalex.org/W4301373648","https://openalex.org/W2356595158","https://openalex.org/W2472038476","https://openalex.org/W2093636090","https://openalex.org/W3197280347","https://openalex.org/W4233892262","https://openalex.org/W3107133741"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
