{"id":"https://openalex.org/W4380684456","doi":"https://doi.org/10.1007/s41109-023-00559-2","title":"Deterministic random walk model in NetLogo and the identification of asymmetric saturation time in random graph","display_name":"Deterministic random walk model in NetLogo and the identification of asymmetric saturation time in random graph","publication_year":2023,"publication_date":"2023-06-14","ids":{"openalex":"https://openalex.org/W4380684456","doi":"https://doi.org/10.1007/s41109-023-00559-2"},"language":"en","primary_location":{"id":"doi:10.1007/s41109-023-00559-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-023-00559-2","pdf_url":"https://appliednetsci.springeropen.com/counter/pdf/10.1007/s41109-023-00559-2","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://appliednetsci.springeropen.com/counter/pdf/10.1007/s41109-023-00559-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063683767","display_name":"Ayan Chatterjee","orcid":"https://orcid.org/0000-0003-0407-7702"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayan Chatterjee","raw_affiliation_strings":["Network Science Institute, Northeastern University, Boston, MA, 02215, USA"],"affiliations":[{"raw_affiliation_string":"Network Science Institute, Northeastern University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078543908","display_name":"Qingtao Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qingtao Cao","raw_affiliation_strings":["Department of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, 02215, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014677471","display_name":"Amirhossein Sajadi","orcid":"https://orcid.org/0000-0002-6144-9800"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amirhossein Sajadi","raw_affiliation_strings":["Renewable and Sustainable Energy Institute, University of Colorado Boulder, Boulder, CO, 80303, USA"],"affiliations":[{"raw_affiliation_string":"Renewable and Sustainable Energy Institute, University of Colorado Boulder, Boulder, CO, 80303, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076067124","display_name":"Babak Ravandi","orcid":"https://orcid.org/0000-0003-0203-5605"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Babak Ravandi","raw_affiliation_strings":["Department of Physics, Northeastern University, Boston, MA, 02215, USA","Network Science Institute, Northeastern University, Boston, MA, 02215, USA"],"affiliations":[{"raw_affiliation_string":"Department of Physics, Northeastern University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"Network Science Institute, Northeastern University, Boston, MA, 02215, USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076067124"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":0.6643,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65302926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9979000091552734,"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/netlogo","display_name":"NetLogo","score":0.984557032585144},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.7232961058616638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6230257153511047},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5283057689666748},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5199233889579773},{"id":"https://openalex.org/keywords/random-graph","display_name":"Random graph","score":0.5184552073478699},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.455668568611145},{"id":"https://openalex.org/keywords/random-walker-algorithm","display_name":"Random walker algorithm","score":0.41057324409484863},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.3800859749317169},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23682138323783875},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12016633152961731}],"concepts":[{"id":"https://openalex.org/C167221231","wikidata":"https://www.wikidata.org/wiki/Q672307","display_name":"NetLogo","level":2,"score":0.984557032585144},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.7232961058616638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6230257153511047},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5283057689666748},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5199233889579773},{"id":"https://openalex.org/C47458327","wikidata":"https://www.wikidata.org/wiki/Q910404","display_name":"Random graph","level":3,"score":0.5184552073478699},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.455668568611145},{"id":"https://openalex.org/C105045736","wikidata":"https://www.wikidata.org/wiki/Q7292002","display_name":"Random walker algorithm","level":3,"score":0.41057324409484863},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3800859749317169},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23682138323783875},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12016633152961731},{"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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s41109-023-00559-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-023-00559-2","pdf_url":"https://appliednetsci.springeropen.com/counter/pdf/10.1007/s41109-023-00559-2","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:51089bde14d64f5eb6f5992d9dc39826","is_oa":true,"landing_page_url":"https://doaj.org/article/51089bde14d64f5eb6f5992d9dc39826","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Network Science, Vol 8, Iss 1, Pp 1-11 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s41109-023-00559-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-023-00559-2","pdf_url":"https://appliednetsci.springeropen.com/counter/pdf/10.1007/s41109-023-00559-2","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4380684456.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W298412758","https://openalex.org/W1544632947","https://openalex.org/W1878853999","https://openalex.org/W1964062850","https://openalex.org/W1995683026","https://openalex.org/W2002727114","https://openalex.org/W2008620264","https://openalex.org/W2030539428","https://openalex.org/W2043883312","https://openalex.org/W2045203682","https://openalex.org/W2065433012","https://openalex.org/W2070304262","https://openalex.org/W2073627497","https://openalex.org/W2101420429","https://openalex.org/W2158443610","https://openalex.org/W2164727176","https://openalex.org/W2164998314","https://openalex.org/W2395417731","https://openalex.org/W2566971417","https://openalex.org/W2894627158","https://openalex.org/W2945914100","https://openalex.org/W3007992281","https://openalex.org/W4229022186","https://openalex.org/W4246260689","https://openalex.org/W4312512934","https://openalex.org/W4388331996"],"related_works":["https://openalex.org/W1973641485","https://openalex.org/W2472745029","https://openalex.org/W2064285815","https://openalex.org/W2000620996","https://openalex.org/W3163695673","https://openalex.org/W3171278913","https://openalex.org/W4287163214","https://openalex.org/W2793605182","https://openalex.org/W2900071037","https://openalex.org/W2760154051"],"abstract_inverted_index":{"Abstract":[0],"Interactive":[1],"programming":[2,46],"environments":[3],"are":[4],"powerful":[5],"tools":[6],"for":[7,38,80,172],"promoting":[8],"innovative":[9],"network":[10,74],"thinking,":[11,40,42],"teaching":[12],"science":[13],"of":[14,27,104,119,140],"complexity,":[15],"and":[16,43,76],"exploring":[17],"emergent":[18],"phenomena.":[19],"This":[20,106],"paper":[21],"reports":[22],"on":[23,58,152,157],"our":[24,126,182],"recent":[25],"development":[26,183],"the":[28,63,71,81,93,110,130,136,137,141,153,164,187],"deterministic":[29,49,82,142],"random":[30,50,83,143],"walk":[31,51,84,144],"model":[32,134],"in":[33,67,90,122,132],"NetLogo,":[34,68],"a":[35,101,174,177],"leading":[36],"platform":[37],"computational":[39],"eco-system":[41],"multi-agent":[44],"cross-platform":[45],"environment.":[47],"The":[48],"is":[52],"foundational":[53],"to":[54,167,186],"modeling":[55],"dynamical":[56,154],"processes":[57],"complex":[59,158],"networks.":[60],"Inspired":[61],"by":[62],"temporal":[64],"visualizations":[65],"offered":[66],"we":[69],"investigated":[70],"relationship":[72],"between":[73],"topology":[75],"diffusion":[77],"saturation":[78,94],"time":[79,95,139],"model.":[85,145],"Our":[86],"analysis":[87,127],"uncovers":[88],"that":[89,129,150],"Erd\u0151s\u2013R\u00e9nyi":[91,123],"graphs,":[92],"exhibits":[96],"an":[97],"asymmetric":[98],"pattern":[99],"with":[100,115],"considerable":[102],"probability":[103],"occurrence.":[105],"behavior":[107],"occurs":[108],"when":[109],"hubs,":[111],"defined":[112],"as":[113,176],"nodes":[114],"relatively":[116],"higher":[117],"number":[118],"connections,":[120],"emerge":[121],"graphs.":[124],"Yet,":[125],"yields":[128],"hubs":[131],"Barab\u00e1si\u2013Albert":[133],"stabilize":[135],"convergence":[138],"These":[146],"findings":[147],"strongly":[148],"suggest":[149],"depending":[151],"process":[155],"running":[156],"networks,":[159],"complementing":[160],"characteristics":[161],"other":[162],"than":[163],"degree":[165],"need":[166],"be":[168],"taken":[169],"into":[170],"account":[171],"considering":[173],"node":[175],"hub.":[178],"We":[179],"have":[180],"made":[181],"open-source,":[184],"available":[185],"public":[188],"at":[189,192],"no":[190],"cost":[191],"https://github.com/bravandi/NetLogo-Dynamical-Processes":[193],".":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
