{"id":"https://openalex.org/W2883128421","doi":"https://doi.org/10.1140/epjds/s13688-018-0153-9","title":"Human mobility and innovation spreading in ancient times: a stochastic agent-based simulation approach","display_name":"Human mobility and innovation spreading in ancient times: a stochastic agent-based simulation approach","publication_year":2018,"publication_date":"2018-07-13","ids":{"openalex":"https://openalex.org/W2883128421","doi":"https://doi.org/10.1140/epjds/s13688-018-0153-9","mag":"2883128421"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-018-0153-9","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-018-0153-9","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-018-0153-9","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-018-0153-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066659680","display_name":"Nata\u0161a Djurdjevac Conrad","orcid":"https://orcid.org/0000-0001-8422-4930"},"institutions":[{"id":"https://openalex.org/I195893171","display_name":"Zuse Institute Berlin","ror":"https://ror.org/02eva5865","country_code":"DE","type":"facility","lineage":["https://openalex.org/I195893171"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nata\u0161a Djurdjevac Conrad","raw_affiliation_strings":["Zuse Institute Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zuse Institute Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I195893171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078567169","display_name":"Luzie Helfmann","orcid":"https://orcid.org/0000-0002-8188-8288"},"institutions":[{"id":"https://openalex.org/I195893171","display_name":"Zuse Institute Berlin","ror":"https://ror.org/02eva5865","country_code":"DE","type":"facility","lineage":["https://openalex.org/I195893171"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Luzie Helfmann","raw_affiliation_strings":["Zuse Institute Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zuse Institute Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I195893171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023200862","display_name":"Johannes Zonker","orcid":"https://orcid.org/0000-0001-5415-3684"},"institutions":[{"id":"https://openalex.org/I195893171","display_name":"Zuse Institute Berlin","ror":"https://ror.org/02eva5865","country_code":"DE","type":"facility","lineage":["https://openalex.org/I195893171"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Zonker","raw_affiliation_strings":["Zuse Institute Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zuse Institute Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I195893171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019520155","display_name":"Stefanie Winkelmann","orcid":"https://orcid.org/0000-0002-0114-7819"},"institutions":[{"id":"https://openalex.org/I195893171","display_name":"Zuse Institute Berlin","ror":"https://ror.org/02eva5865","country_code":"DE","type":"facility","lineage":["https://openalex.org/I195893171"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefanie Winkelmann","raw_affiliation_strings":["Zuse Institute Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zuse Institute Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I195893171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108759740","display_name":"Christof Sch\u00fctte","orcid":null},"institutions":[{"id":"https://openalex.org/I195893171","display_name":"Zuse Institute Berlin","ror":"https://ror.org/02eva5865","country_code":"DE","type":"facility","lineage":["https://openalex.org/I195893171"]},{"id":"https://openalex.org/I75951250","display_name":"Freie Universit\u00e4t Berlin","ror":"https://ror.org/046ak2485","country_code":"DE","type":"education","lineage":["https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christof Sch\u00fctte","raw_affiliation_strings":["Institut f\u00fcr Mathematik und Informatik, Freie Universit\u00e4t Berlin, Berlin, Germany","Zuse Institute Berlin, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Mathematik und Informatik, Freie Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I75951250"]},{"raw_affiliation_string":"Zuse Institute Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I195893171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066659680"],"corresponding_institution_ids":["https://openalex.org/I195893171"],"apc_list":{"value":1190,"currency":"GBP","value_usd":1459},"apc_paid":{"value":1190,"currency":"GBP","value_usd":1459},"fwci":6.8402,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95886223,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":"1","first_page":null,"last_page":null},"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":0.9973999857902527,"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":0.9973999857902527,"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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":0.972599983215332,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6481823921203613},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5883591175079346},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4871484935283661},{"id":"https://openalex.org/keywords/human-behavior","display_name":"Human behavior","score":0.4689944088459015},{"id":"https://openalex.org/keywords/stochastic-modelling","display_name":"Stochastic modelling","score":0.45596665143966675},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.44664084911346436},{"id":"https://openalex.org/keywords/agent-based-model","display_name":"Agent-based model","score":0.42870423197746277},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40752243995666504},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3942109942436218},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16367128491401672},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09085169434547424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6481823921203613},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5883591175079346},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4871484935283661},{"id":"https://openalex.org/C117035363","wikidata":"https://www.wikidata.org/wiki/Q3769299","display_name":"Human behavior","level":2,"score":0.4689944088459015},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.45596665143966675},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.44664084911346436},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.42870423197746277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40752243995666504},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3942109942436218},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16367128491401672},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09085169434547424},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1140/epjds/s13688-018-0153-9","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-018-0153-9","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-018-0153-9","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7e3e8fc0de644cc8ad072a89e84f24d4","is_oa":true,"landing_page_url":"https://doaj.org/article/7e3e8fc0de644cc8ad072a89e84f24d4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EPJ Data Science, Vol 7, Iss 1, Pp 1-22 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-018-0153-9","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-018-0153-9","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-018-0153-9","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2077420360","display_name":null,"funder_award_id":"CRC 1114","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4080190287","display_name":null,"funder_award_id":"EXC 264","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320323688","display_name":"Einstein Stiftung Berlin","ror":"https://ror.org/03s0fv852"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2883128421.pdf","grobid_xml":"https://content.openalex.org/works/W2883128421.grobid-xml"},"referenced_works_count":81,"referenced_works":["https://openalex.org/W897674100","https://openalex.org/W1490499521","https://openalex.org/W1523191269","https://openalex.org/W1559256881","https://openalex.org/W1579661163","https://openalex.org/W1606697907","https://openalex.org/W1802575949","https://openalex.org/W1878853999","https://openalex.org/W1882303714","https://openalex.org/W1905894571","https://openalex.org/W1971414292","https://openalex.org/W1975204698","https://openalex.org/W1982300822","https://openalex.org/W1991288592","https://openalex.org/W1993035486","https://openalex.org/W1993723510","https://openalex.org/W1994682066","https://openalex.org/W2003301106","https://openalex.org/W2003884973","https://openalex.org/W2006012747","https://openalex.org/W2016674662","https://openalex.org/W2018702399","https://openalex.org/W2034785206","https://openalex.org/W2042230145","https://openalex.org/W2042321087","https://openalex.org/W2043890595","https://openalex.org/W2045518038","https://openalex.org/W2048675518","https://openalex.org/W2050663477","https://openalex.org/W2073685253","https://openalex.org/W2074157958","https://openalex.org/W2074830918","https://openalex.org/W2090978188","https://openalex.org/W2097353412","https://openalex.org/W2111552444","https://openalex.org/W2114546889","https://openalex.org/W2116583079","https://openalex.org/W2119189484","https://openalex.org/W2127301185","https://openalex.org/W2128407230","https://openalex.org/W2130067743","https://openalex.org/W2145137020","https://openalex.org/W2148301044","https://openalex.org/W2149179055","https://openalex.org/W2154376416","https://openalex.org/W2154455129","https://openalex.org/W2163753340","https://openalex.org/W2167154952","https://openalex.org/W2167951823","https://openalex.org/W2265720734","https://openalex.org/W2285278506","https://openalex.org/W2290203711","https://openalex.org/W2293743582","https://openalex.org/W2414570345","https://openalex.org/W2484395215","https://openalex.org/W2492239722","https://openalex.org/W2511404609","https://openalex.org/W2537655727","https://openalex.org/W2556289220","https://openalex.org/W2580683130","https://openalex.org/W2595635201","https://openalex.org/W2604765399","https://openalex.org/W2606646483","https://openalex.org/W2760942449","https://openalex.org/W2762492239","https://openalex.org/W2765548290","https://openalex.org/W2771799679","https://openalex.org/W2889011686","https://openalex.org/W2898020961","https://openalex.org/W3009005414","https://openalex.org/W3037819556","https://openalex.org/W3100365444","https://openalex.org/W3101176869","https://openalex.org/W3104428160","https://openalex.org/W3106083943","https://openalex.org/W3115503768","https://openalex.org/W3121533674","https://openalex.org/W3123273839","https://openalex.org/W3124521395","https://openalex.org/W4253543067","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2042280983","https://openalex.org/W2321888438","https://openalex.org/W2888652631","https://openalex.org/W1995427843","https://openalex.org/W2369445029","https://openalex.org/W2026456043","https://openalex.org/W1987284827","https://openalex.org/W4320063126","https://openalex.org/W2417662900","https://openalex.org/W1996323220"],"abstract_inverted_index":{"Human":[0],"mobility":[1],"always":[2],"had":[3],"a":[4,22,34,71,98,116],"great":[5],"influence":[6],"on":[7,97],"the":[8,42,53,76,81,93,107,126],"spreading":[9,45,77,127],"of":[10,28,36,44,78,95,125],"cultural,":[11],"social":[12],"and":[13,26,59,64,137,145],"technological":[14],"ideas.":[15],"Developing":[16],"realistic":[17],"models":[18],"that":[19,47,56,84,101,129],"allow":[20],"for":[21,75,132],"better":[23],"understanding,":[24],"prediction":[25],"control":[27],"such":[29],"coupled":[30],"processes":[31,46],"has":[32],"gained":[33],"lot":[35],"attention":[37],"in":[38,49,80,104],"recent":[39],"years.":[40],"However,":[41],"modeling":[43],"happened":[48],"ancient":[50,82],"times":[51],"faces":[52],"additional":[54],"challenge":[55],"available":[57],"knowledge":[58],"data":[60],"is":[61,85,102],"often":[62],"limited":[63],"sparse.":[65],"In":[66],"this":[67],"paper,":[68],"we":[69,114],"present":[70],"new":[72],"agent-based":[73],"model":[74,91],"innovations":[79,96],"world":[83],"governed":[86],"by":[87],"human":[88],"movements.":[89],"Our":[90],"considers":[92],"diffusion":[94],"spatial":[99,146],"network":[100],"changing":[103,110],"time,":[105],"as":[106],"agents":[108],"are":[109,130],"their":[111],"positions.":[112],"Additionally,":[113],"propose":[115],"novel":[117],"stochastic":[118],"simulation":[119],"approach":[120],"to":[121],"produce":[122],"spatio-temporal":[123],"realizations":[124],"process":[128],"instructive":[131],"studying":[133],"its":[134,143],"dynamical":[135],"properties":[136],"exploring":[138],"how":[139],"different":[140],"influences":[141],"affect":[142],"speed":[144],"evolution.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
