{"id":"https://openalex.org/W3043373695","doi":"https://doi.org/10.5194/agile-giss-1-5-2020","title":"A taxonomy for classifying user groups in location-based social media","display_name":"A taxonomy for classifying user groups in location-based social media","publication_year":2020,"publication_date":"2020-07-15","ids":{"openalex":"https://openalex.org/W3043373695","doi":"https://doi.org/10.5194/agile-giss-1-5-2020","mag":"3043373695"},"language":"en","primary_location":{"id":"doi:10.5194/agile-giss-1-5-2020","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-1-5-2020","pdf_url":"https://agile-giss.copernicus.org/articles/1/5/2020/agile-giss-1-5-2020.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://agile-giss.copernicus.org/articles/1/5/2020/agile-giss-1-5-2020.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065790502","display_name":"Thomas Gr\u00fcndemann","orcid":null},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Thomas Gr\u00fcndemann","raw_affiliation_strings":["Institute of Cartography, Technische Universit\u00c3\u00a4t Dresden, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Cartography, Technische Universit\u00c3\u00a4t Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016611340","display_name":"Dirk Burghardt","orcid":"https://orcid.org/0000-0003-2949-4887"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Burghardt","raw_affiliation_strings":["Institute of Cartography, Technische Universit\u00c3\u00a4t Dresden, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Cartography, Technische Universit\u00c3\u00a4t Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065790502"],"corresponding_institution_ids":["https://openalex.org/I78650965"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08455726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9976000189781189,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9932000041007996,"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/social-media","display_name":"Social media","score":0.7403122186660767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6618001461029053},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.6538378000259399},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47783994674682617},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4370642900466919},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4193767011165619},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38576483726501465},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33608585596084595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1764880120754242},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1065802276134491},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09246420860290527}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7403122186660767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6618001461029053},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.6538378000259399},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47783994674682617},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4370642900466919},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4193767011165619},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38576483726501465},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33608585596084595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1764880120754242},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1065802276134491},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09246420860290527},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5194/agile-giss-1-5-2020","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-1-5-2020","pdf_url":"https://agile-giss.copernicus.org/articles/1/5/2020/agile-giss-1-5-2020.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5194/agile-giss-1-5-2020","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-1-5-2020","pdf_url":"https://agile-giss.copernicus.org/articles/1/5/2020/agile-giss-1-5-2020.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3043373695.pdf","grobid_xml":"https://content.openalex.org/works/W3043373695.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W49973572","https://openalex.org/W84786028","https://openalex.org/W218984490","https://openalex.org/W1500693574","https://openalex.org/W1566772816","https://openalex.org/W1674228750","https://openalex.org/W1911337897","https://openalex.org/W1961375973","https://openalex.org/W1963620879","https://openalex.org/W1969568357","https://openalex.org/W1980860277","https://openalex.org/W1981229576","https://openalex.org/W1984189333","https://openalex.org/W1990776069","https://openalex.org/W1994236950","https://openalex.org/W1996946172","https://openalex.org/W1997603961","https://openalex.org/W2021689623","https://openalex.org/W2026037750","https://openalex.org/W2028695285","https://openalex.org/W2047031485","https://openalex.org/W2050636815","https://openalex.org/W2079339284","https://openalex.org/W2080415147","https://openalex.org/W2090573805","https://openalex.org/W2102861780","https://openalex.org/W2118480788","https://openalex.org/W2118657771","https://openalex.org/W2124499489","https://openalex.org/W2138621811","https://openalex.org/W2151519001","https://openalex.org/W2180940404","https://openalex.org/W2196009790","https://openalex.org/W2252926514","https://openalex.org/W2294608714","https://openalex.org/W2304380735","https://openalex.org/W2338784973","https://openalex.org/W2342271261","https://openalex.org/W2460507874","https://openalex.org/W2477694491","https://openalex.org/W2492721637","https://openalex.org/W3100227138","https://openalex.org/W3123679541","https://openalex.org/W3124858858","https://openalex.org/W3125182500","https://openalex.org/W3125448378","https://openalex.org/W4205962651","https://openalex.org/W4300445583","https://openalex.org/W4300953116","https://openalex.org/W6814555986"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W1977056376","https://openalex.org/W1990545028","https://openalex.org/W4312622923","https://openalex.org/W2107786128","https://openalex.org/W2728430307","https://openalex.org/W2134699697"],"abstract_inverted_index":{"Abstract.":[0],"Location-based":[1],"social":[2,43,68,101,137],"media":[3,44,69,102,138],"provide":[4,147],"great":[5],"opportunities":[6],"to":[7,17,29,115,132,151],"monitor":[8],"and":[9,81,123,150],"map":[10],"social,":[11],"natural":[12],"or":[13],"health-related":[14],"events.":[15],"Due":[16],"the":[18,40,53,63,67,85,116,129,134,153,170,173],"vast":[19],"amount":[20],"of":[21,35,39,49,52,77,84,97,128,136,172],"data,":[22],"it":[23],"is":[24,131],"appropriate":[25],"for":[26],"many":[27,38],"researchers":[28],"use":[30,127],"a":[31,75,82,95,105,166],"judiciously":[32],"selected":[33],"sample":[34],"data.":[36],"However,":[37],"datasets":[41,139],"from":[42],"sources":[45],"do":[46,58],"not":[47,59],"consist":[48],"representative":[50],"samples":[51],"overall":[54],"population":[55],"because":[56],"they":[57],"take":[60],"into":[61],"account":[62],"users":[64],"who":[65,176],"generate":[66],"content.":[70],"The":[71,109,125],"consequences":[72],"can":[73,112],"be":[74,113],"bias":[76],"particular":[78],"user":[79,98,144],"groups":[80,99,145],"misinterpretation":[83],"analysis":[86,154],"results.":[87],"To":[88],"overcome":[89],"these":[90],"shortcomings,":[91],"this":[92],"paper":[93],"develops":[94],"taxonomy":[96,130],"in":[100],"based":[103],"on":[104,178],"thorough":[106],"literature":[107],"analysis.":[108],"different":[110],"approaches":[111],"summarized":[114],"five":[117],"dimensions:":[118],"character,":[119],"connectivity,":[120],"communication,":[121],"content":[122],"coordinates.":[124],"expected":[126],"support":[133],"selection":[135],"by":[140,155,164],"choosing":[141],"only":[142],"those":[143],"that":[146,168],"relevant":[148],"information":[149],"improve":[152],"identifying":[156],"significant":[157],"groups.":[158],"Both":[159],"application":[160],"areas":[161],"are":[162],"illustrated":[163],"using":[165],"dataset":[167],"includes":[169],"members":[171],"German":[174],"parliament":[175],"registered":[177],"Twitter.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}