{"id":"https://openalex.org/W2944980015","doi":"https://doi.org/10.1080/13658816.2019.1591414","title":"Simulating the spatial diffusion of memes on social media networks","display_name":"Simulating the spatial diffusion of memes on social media networks","publication_year":2019,"publication_date":"2019-05-23","ids":{"openalex":"https://openalex.org/W2944980015","doi":"https://doi.org/10.1080/13658816.2019.1591414","mag":"2944980015"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2019.1591414","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2019.1591414","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","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/A5063881243","display_name":"Lanxue Dang","orcid":"https://orcid.org/0000-0003-1053-6741"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanxue Dang","raw_affiliation_strings":["Henan Key Laboratory of Big Data Analysis and Processing, School of Computer and Information Engineering, Henan University, Kaifeng, Henan, China"],"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Big Data Analysis and Processing, School of Computer and Information Engineering, Henan University, Kaifeng, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043351867","display_name":"Zhuo Chen","orcid":"https://orcid.org/0000-0001-7781-2080"},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhuo Chen","raw_affiliation_strings":["Department of Geography, Kent State University, Kent, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geography, Kent State University, Kent, OH, USA","institution_ids":["https://openalex.org/I149910238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100686648","display_name":"Jay Lee","orcid":"https://orcid.org/0000-0002-4022-4274"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]},{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Jay Lee","raw_affiliation_strings":["College of Environment and Planning, Henan University, Kaifeng, Henan, China","Department of Geography, Kent State University, Kent, OH, USA"],"affiliations":[{"raw_affiliation_string":"College of Environment and Planning, Henan University, Kaifeng, Henan, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"Department of Geography, Kent State University, Kent, OH, USA","institution_ids":["https://openalex.org/I149910238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021407370","display_name":"Ming\u2010Hsiang Tsou","orcid":"https://orcid.org/0000-0003-3421-486X"},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming-Hsiang Tsou","raw_affiliation_strings":["Department of Geography, San Diego State University, San Diego, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geography, San Diego State University, San Diego, CA, USA","institution_ids":["https://openalex.org/I26538001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088393129","display_name":"Xinyue Ye","orcid":"https://orcid.org/0000-0001-8838-9476"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xinyue Ye","raw_affiliation_strings":["Urban Informatics &amp; Spatial Computing Lab, Department of Informatics, New Jersey Institute of Technology, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Urban Informatics &amp; Spatial Computing Lab, Department of Informatics, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088393129","https://openalex.org/A5100686648"],"corresponding_institution_ids":["https://openalex.org/I118118575","https://openalex.org/I149910238","https://openalex.org/I173899330"],"apc_list":null,"apc_paid":null,"fwci":2.6063,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.9022533,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"33","issue":"8","first_page":"1545","last_page":"1568"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9994000196456909,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9994000196456909,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9970999956130981,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9805999994277954,"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/diffusion","display_name":"Diffusion","score":0.7732680439949036},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6085036396980286},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5750192403793335},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.535648763179779},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49318403005599976},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.44456806778907776},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4177434742450714},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.4083912968635559},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2517346143722534},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12534090876579285},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1017904281616211}],"concepts":[{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.7732680439949036},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6085036396980286},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5750192403793335},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.535648763179779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49318403005599976},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.44456806778907776},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4177434742450714},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.4083912968635559},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2517346143722534},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12534090876579285},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1017904281616211},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13658816.2019.1591414","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2019.1591414","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311890","display_name":"Kent State University","ror":"https://ror.org/049pfb863"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W950821216","https://openalex.org/W1544540079","https://openalex.org/W1963548240","https://openalex.org/W2008620264","https://openalex.org/W2010133698","https://openalex.org/W2010496675","https://openalex.org/W2026030034","https://openalex.org/W2028993035","https://openalex.org/W2035316056","https://openalex.org/W2041157860","https://openalex.org/W2055956463","https://openalex.org/W2056038999","https://openalex.org/W2064786700","https://openalex.org/W2085009188","https://openalex.org/W2092578710","https://openalex.org/W2094775786","https://openalex.org/W2118745042","https://openalex.org/W2136840027","https://openalex.org/W2139043937","https://openalex.org/W2144981456","https://openalex.org/W2150208547","https://openalex.org/W2159397589","https://openalex.org/W2161133236","https://openalex.org/W2169365176","https://openalex.org/W2340176419","https://openalex.org/W2407756320","https://openalex.org/W2585657548","https://openalex.org/W2739769170","https://openalex.org/W2750351539","https://openalex.org/W2791244492","https://openalex.org/W2793648921","https://openalex.org/W2793993031","https://openalex.org/W2799645989","https://openalex.org/W2808925221","https://openalex.org/W2898350584","https://openalex.org/W2906130641","https://openalex.org/W4213134349","https://openalex.org/W4252678302","https://openalex.org/W4254466172"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W4388203630","https://openalex.org/W2526386912","https://openalex.org/W2410591377","https://openalex.org/W2323113755","https://openalex.org/W2506793457","https://openalex.org/W2120116197","https://openalex.org/W159653547"],"abstract_inverted_index":{"This":[0],"article":[1,29],"reports":[2],"the":[3,7,19,36,51,95,100,109,121],"findings":[4],"from":[5,25],"simulating":[6],"spatial":[8,73,124],"diffusion":[9,37,77,125],"processes":[10,74,110,122],"of":[11,21,38,50,54,102,111,123,126],"memes":[12,57,127],"over":[13,128],"social":[14,90,129],"media":[15,130],"networks":[16,67,91],"by":[17],"using":[18],"approach":[20],"agent-based":[22],"modeling.":[23],"Different":[24],"other":[26],"studies,":[27],"this":[28],"examines":[30],"how":[31],"space":[32],"and":[33,46,60,68,82,88,105],"distance":[34],"affect":[35,108],"memes.":[39],"Simulations":[40],"were":[41,92],"carried":[42],"out":[43],"to":[44,47],"emulate":[45],"allow":[48],"assessment":[49],"different":[52],"levels":[53],"efficiency":[55],"that":[56,99],"spread":[58],"spatially":[59],"temporally.":[61],"Analyzed":[62],"network":[63],"structures":[64],"include":[65,78],"random":[66],"preferential":[69],"attachment":[70],"networks.":[71,131],"Simulated":[72],"for":[75],"meme":[76,112],"independent":[79],"cascade":[80],"models":[81],"linear":[83],"threshold":[84],"models.":[85],"Both":[86],"simulated":[87],"real-world":[89],"used":[93],"in":[94,120],"analysis.":[96],"Findings":[97],"indicate":[98],"numbers":[101],"information":[103],"sources":[104],"opinion":[106],"leaders":[107],"diffusion.":[113],"In":[114],"addition,":[115],"geography":[116],"is":[117],"still":[118],"important":[119]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
