{"id":"https://openalex.org/W3128991788","doi":"https://doi.org/10.1155/2021/6691880","title":"Comparison and Analysis of Network Construction Methods for Seismicity Based on Complex Networks","display_name":"Comparison and Analysis of Network Construction Methods for Seismicity Based on Complex Networks","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3128991788","doi":"https://doi.org/10.1155/2021/6691880","mag":"3128991788"},"language":"en","primary_location":{"id":"doi:10.1155/2021/6691880","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6691880","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6691880.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2021/6691880.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091112923","display_name":"Xuan He","orcid":"https://orcid.org/0000-0002-2207-0646"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuan He","raw_affiliation_strings":["College of Medicine & Biological Information Engineering, Northeastern University, Shenyang 110169, China neu.edu.cn","College of Medicine & Biological Information Engineering, Northeastern University, Shenyang 110169, China"],"raw_orcid":"https://orcid.org/0000-0002-2207-0646","affiliations":[{"raw_affiliation_string":"College of Medicine & Biological Information Engineering, Northeastern University, Shenyang 110169, China neu.edu.cn","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"College of Medicine & Biological Information Engineering, Northeastern University, Shenyang 110169, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Syed Bilal Hussain Shah","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Syed Bilal Hussain Shah","raw_affiliation_strings":["School of Software, Dalian University of Technology, Dalian 116024, China dlut.edu.cn","School of Software, Dalian University of Technology, Dalian 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Dalian University of Technology, Dalian 116024, China dlut.edu.cn","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"School of Software, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083707253","display_name":"Bo Wei","orcid":"https://orcid.org/0000-0002-0781-9655"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bo Wei","raw_affiliation_strings":["Department of Computer and Information Sciences, Northumbria University, Newcastle Upon Tyne NE1 8ST, UK northumbria.ac.uk","Department of Computer and Information Sciences, Northumbria University, Newcastle Upon Tyne NE1 8ST, UK"],"raw_orcid":"https://orcid.org/0000-0002-0781-9655","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Northumbria University, Newcastle Upon Tyne NE1 8ST, UK northumbria.ac.uk","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Department of Computer and Information Sciences, Northumbria University, Newcastle Upon Tyne NE1 8ST, UK","institution_ids":["https://openalex.org/I32394136"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100423697","display_name":"Zheng Liu","orcid":"https://orcid.org/0000-0002-7241-3483"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Liu","raw_affiliation_strings":["School of Computer Science & Engineering, Northeastern University, Shenyang 110169, China neu.edu.cn","School of Computer Science & Engineering, Northeastern University, Shenyang 110169, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, Northeastern University, Shenyang 110169, China neu.edu.cn","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"School of Computer Science & Engineering, Northeastern University, Shenyang 110169, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091112923"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":0.4664,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75520007,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9926999807357788,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/induced-seismicity","display_name":"Induced seismicity","score":0.9462989568710327},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6290514469146729},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.5981420874595642},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.565574049949646},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.49526944756507874},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4872516691684723},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4788629710674286},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44831258058547974},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.4196990728378296},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.34995242953300476},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.29561445116996765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2578253149986267},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11782902479171753},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.10578453540802002}],"concepts":[{"id":"https://openalex.org/C83176761","wikidata":"https://www.wikidata.org/wiki/Q1394636","display_name":"Induced seismicity","level":2,"score":0.9462989568710327},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6290514469146729},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.5981420874595642},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.565574049949646},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.49526944756507874},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4872516691684723},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4788629710674286},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44831258058547974},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.4196990728378296},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.34995242953300476},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.29561445116996765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2578253149986267},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11782902479171753},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.10578453540802002},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1155/2021/6691880","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6691880","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6691880.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:nrl.northumbria.ac.uk:45407","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:RePEc:hin:complx:6691880","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2021/6691880.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:2116e9e8321241fab3bc6d1a54ad6636","is_oa":true,"landing_page_url":"https://doaj.org/article/2116e9e8321241fab3bc6d1a54ad6636","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":"Complexity, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:eprints.lancs.ac.uk:171688","is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/171688/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1155/2021/6691880","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/6691880","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/6691880.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G7327363069","display_name":"\u8ba4\u77e5\u65e0\u7ebf\u7f51\u7edc\u4e2d\u591a\u4f18\u5148\u7ea7\u6388\u6743\u63a5\u5165\u63a7\u5236\u7814\u7a76","funder_award_id":"61771121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7759966576","display_name":null,"funder_award_id":"61701096","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G997686944","display_name":null,"funder_award_id":"61806048","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3128991788.pdf","grobid_xml":"https://content.openalex.org/works/W3128991788.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1574634131","https://openalex.org/W1970381667","https://openalex.org/W1971421925","https://openalex.org/W1978710835","https://openalex.org/W1979016077","https://openalex.org/W1980983461","https://openalex.org/W1991539637","https://openalex.org/W1999653836","https://openalex.org/W2006558426","https://openalex.org/W2007664730","https://openalex.org/W2020623466","https://openalex.org/W2021430003","https://openalex.org/W2022655233","https://openalex.org/W2041082693","https://openalex.org/W2049290701","https://openalex.org/W2065769502","https://openalex.org/W2076999255","https://openalex.org/W2078330108","https://openalex.org/W2096173332","https://openalex.org/W2147991930","https://openalex.org/W2162808198","https://openalex.org/W2292057472","https://openalex.org/W2402605854","https://openalex.org/W2807842745","https://openalex.org/W2949616247","https://openalex.org/W2963970050","https://openalex.org/W3035078642","https://openalex.org/W3046616315","https://openalex.org/W3094133424","https://openalex.org/W3098854854","https://openalex.org/W3099412773","https://openalex.org/W3103071483"],"related_works":["https://openalex.org/W4236534529","https://openalex.org/W2066927798","https://openalex.org/W2740803578","https://openalex.org/W780901029","https://openalex.org/W4297348894","https://openalex.org/W2391280303","https://openalex.org/W2411262147","https://openalex.org/W2318698444","https://openalex.org/W3200375535","https://openalex.org/W2024655237"],"abstract_inverted_index":{"The":[0],"approach":[1],"of":[2,119],"the":[3,17,31,35,47,65,71],"complex":[4,10],"network":[5,22,95,105],"has":[6],"well":[7],"described":[8],"seismic":[9],"systems.":[11],"In":[12],"this":[13,15],"paper,":[14],"is":[16],"first":[18],"time":[19],"three":[20,40,74],"classical":[21],"construction":[23,96],"methods":[24,97],"for":[25],"seismicity":[26,81],"are":[27,42],"compared.":[28],"By":[29],"using":[30],"same":[32],"dataset":[33],"from":[34],"Southern":[36],"California":[37],"Seismic":[38],"Network,":[39],"networks":[41],"constructed.":[43],"They":[44],"all":[45],"present":[46,99],"scale\u2010free,":[48],"small\u2010world":[49],"properties,":[50],"a":[51,77,87,116],"strength\u2010degree":[52],"correlation,":[53],"and":[54,102],"an":[55],"assortative":[56],"mixing":[57],"feature.":[58,68],"However,":[59],"they":[60],"show":[61,76,92],"some":[62,100],"differences":[63,103],"in":[64,104],"hierarchical":[66],"clustering":[67],"On":[69],"observing":[70],"evolution":[72],"results,":[73],"measures":[75],"similar":[78],"correlation":[79],"with":[80],"dynamics,":[82],"but":[83],"one":[84],"measure":[85],"shows":[86],"different":[88,94],"result.":[89],"These":[90],"results":[91],"that":[93],"will":[98],"similarities":[101],"properties.":[106],"This":[107],"situation":[108],"needs":[109],"to":[110],"be":[111],"considered,":[112],"especially":[113],"when":[114],"discussing":[115],"predictive":[117],"indicator":[118],"seismicity.":[120]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}