{"id":"https://openalex.org/W1992374784","doi":"https://doi.org/10.1145/2063212.2063216","title":"Spatial-social network visualization for exploratory data analysis","display_name":"Spatial-social network visualization for exploratory data analysis","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W1992374784","doi":"https://doi.org/10.1145/2063212.2063216","mag":"1992374784"},"language":"en","primary_location":{"id":"doi:10.1145/2063212.2063216","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2063212.2063216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100368250","display_name":"Wei Luo","orcid":"https://orcid.org/0000-0002-8465-5607"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Luo","raw_affiliation_strings":["Penn State University, University Park, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Penn State University, University Park, PA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019756314","display_name":"Alan M. MacEachren","orcid":"https://orcid.org/0000-0002-0356-7323"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan M. MacEachren","raw_affiliation_strings":["Penn State University, University Park, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Penn State University, University Park, PA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049036241","display_name":"Peifeng Yin","orcid":"https://orcid.org/0000-0002-0109-7903"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peifeng Yin","raw_affiliation_strings":["Penn State University, University Park, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Penn State University, University Park, PA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113545640","display_name":"Frank Hardisty","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frank Hardisty","raw_affiliation_strings":["Penn State University, University Park, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Penn State University, University Park, PA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":1.9455,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.89385965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.998199999332428,"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":0.998199999332428,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9979000091552734,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/computer-science","display_name":"Computer science","score":0.7374230623245239},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6750374436378479},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.6558368802070618},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6365488171577454},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.6337775588035583},{"id":"https://openalex.org/keywords/organizational-network-analysis","display_name":"Organizational network analysis","score":0.6202108263969421},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.568855345249176},{"id":"https://openalex.org/keywords/spatial-network","display_name":"Spatial network","score":0.5629885196685791},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.537956714630127},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5202511548995972},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.4623066186904907},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.42039695382118225},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41883155703544617},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3826536238193512},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24907460808753967},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17723411321640015},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17249515652656555},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.15025031566619873},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1252325475215912},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07218766212463379}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7374230623245239},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6750374436378479},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.6558368802070618},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6365488171577454},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.6337775588035583},{"id":"https://openalex.org/C62886766","wikidata":"https://www.wikidata.org/wiki/Q17013138","display_name":"Organizational network analysis","level":3,"score":0.6202108263969421},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.568855345249176},{"id":"https://openalex.org/C53471067","wikidata":"https://www.wikidata.org/wiki/Q7574076","display_name":"Spatial network","level":2,"score":0.5629885196685791},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.537956714630127},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5202511548995972},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.4623066186904907},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.42039695382118225},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41883155703544617},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3826536238193512},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24907460808753967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17723411321640015},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17249515652656555},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.15025031566619873},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1252325475215912},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07218766212463379},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C169735623","wikidata":"https://www.wikidata.org/wiki/Q1430172","display_name":"Organizational learning","level":2,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2063212.2063216","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2063212.2063216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.572.1963","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.572.1963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.geovista.psu.edu/publications/2011/Luo_2011_Spatial-SocialNetworkVisforEDA.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.995.5877","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.995.5877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Wei_Luo19/publication/241622551_Spatial-social_network_visualization_for_exploratory_data_analysis/links/0f317533c275d39878000000.pdf?origin%3Dpublication_detail","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.998.1122","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.998.1122","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Wei_Luo19/publication/241622551_Spatial-social_network_visualization_for_exploratory_data_analysis/links/0f317533c275d39878000000.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G163062393","display_name":null,"funder_award_id":"#2009-ST-061-CI0001","funder_id":"https://openalex.org/F4320306110","funder_display_name":"U.S. Department of Homeland Security"}],"funders":[{"id":"https://openalex.org/F4320306110","display_name":"U.S. Department of Homeland Security","ror":"https://ror.org/00jyr0d86"},{"id":"https://openalex.org/F4320306137","display_name":"Bill and Melinda Gates Foundation","ror":"https://ror.org/0456r8d26"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W90890744","https://openalex.org/W105330602","https://openalex.org/W1506363255","https://openalex.org/W1582841557","https://openalex.org/W1990062657","https://openalex.org/W1997900290","https://openalex.org/W2010747842","https://openalex.org/W2034574601","https://openalex.org/W2055175765","https://openalex.org/W2055635454","https://openalex.org/W2072485764","https://openalex.org/W2075220720","https://openalex.org/W2095759957","https://openalex.org/W2129449798","https://openalex.org/W2147468287","https://openalex.org/W2167482691","https://openalex.org/W2492628744","https://openalex.org/W2535433266","https://openalex.org/W3122821355","https://openalex.org/W6664256718"],"related_works":["https://openalex.org/W2356792545","https://openalex.org/W1515007544","https://openalex.org/W3160699245","https://openalex.org/W2166298554","https://openalex.org/W4383560764","https://openalex.org/W2979186883","https://openalex.org/W4255947562","https://openalex.org/W2065835655","https://openalex.org/W1554338108","https://openalex.org/W2352084268"],"abstract_inverted_index":{"There":[0],"has":[1],"been":[2],"considerable":[3],"interest":[4],"in":[5,36,104,109],"applying":[6],"social":[7],"network":[8,34,48,71,107],"analysis":[9,35],"methods":[10,92],"to":[11,76],"geographically":[12],"embedded":[13],"networks":[14,59],"such":[15],"as":[16],"population":[17],"migration":[18],"and":[19,63,95,112],"international":[20,83],"trade.":[21],"However,":[22],"research":[23,44,88],"is":[24],"hampered":[25],"by":[26],"a":[27,46],"lack":[28],"of":[29,57,70,101],"support":[30],"for":[31],"exploratory":[32],"spatial-social":[33,47,58,106],"integrated":[37],"tools.":[38],"To":[39],"bridge":[40],"the":[41,51,55],"gap,":[42],"this":[43,87],"introduces":[45],"visualization":[49],"tool,":[50],"GeoSocialApp,":[52],"that":[53,90],"supports":[54,68],"exploration":[56,69],"among":[60],"network,":[61],"geographical,":[62],"attribute":[64],"spaces.":[65],"It":[66],"also":[67],"attributes":[72],"from":[73],"community-level":[74],"(clustering)":[75],"individual-level":[77],"(network":[78],"node":[79],"measures).":[80],"Using":[81],"an":[82,110],"trade":[84],"case":[85],"study,":[86],"shows":[89],"mixed":[91],"---":[93,97],"computational":[94],"visual":[96],"can":[98],"enable":[99],"discovery":[100],"complex":[102],"patterns":[103],"large":[105],"datasets":[108],"effective":[111],"efficient":[113],"way.":[114]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
