{"id":"https://openalex.org/W7117363337","doi":"https://doi.org/10.1016/j.visinf.2025.100304","title":"RankLens: Visual analysis of evolving rankings in multiple network","display_name":"RankLens: Visual analysis of evolving rankings in multiple network","publication_year":2025,"publication_date":"2025-12-27","ids":{"openalex":"https://openalex.org/W7117363337","doi":"https://doi.org/10.1016/j.visinf.2025.100304"},"language":"en","primary_location":{"id":"doi:10.1016/j.visinf.2025.100304","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.visinf.2025.100304","pdf_url":null,"source":{"id":"https://openalex.org/S2898150413","display_name":"Visual Informatics","issn_l":"2468-502X","issn":["2468-502X","2543-2656"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Visual Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.visinf.2025.100304","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5121390975","display_name":"Yi Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Ding","raw_affiliation_strings":["Intelligent Big Data Visualization Lab, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Big Data Visualization Lab, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089971892","display_name":"Fengze Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengze Yu","raw_affiliation_strings":["Intelligent Big Data Visualization Lab, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Big Data Visualization Lab, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101244568","display_name":"Bangting Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bangting Xu","raw_affiliation_strings":["Intelligent Big Data Visualization Lab, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Big Data Visualization Lab, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102045597","display_name":"Xiangyu Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I2800556661","display_name":"China Tobacco","ror":"https://ror.org/030d08e08","country_code":"CN","type":"government","lineage":["https://openalex.org/I2800556661"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyu Zhu","raw_affiliation_strings":["Hangzhou Tobacco Company of Zhejiang Province, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Tobacco Company of Zhejiang Province, Hangzhou, China","institution_ids":["https://openalex.org/I2800556661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121394355","display_name":"Xiaogang Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I2800556661","display_name":"China Tobacco","ror":"https://ror.org/030d08e08","country_code":"CN","type":"government","lineage":["https://openalex.org/I2800556661"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaogang Guo","raw_affiliation_strings":["Zhejiang Provincial Tobacco Company of CNTC, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Provincial Tobacco Company of CNTC, Hangzhou, China","institution_ids":["https://openalex.org/I2800556661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111068218","display_name":"Songyue Li","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Songyue Li","raw_affiliation_strings":["Intelligent Big Data Visualization Lab, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Big Data Visualization Lab, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5111068218","https://openalex.org/A5121394355"],"corresponding_institution_ids":["https://openalex.org/I2800556661","https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60129454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"2","first_page":"100304","last_page":"100304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.7024000287055969,"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":0.7024000287055969,"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/T10799","display_name":"Data Visualization and Analytics","score":0.12950000166893005,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.08789999783039093,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.8366000056266785},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7595000267028809},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5900999903678894},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5853000283241272},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5242999792098999},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5041999816894531},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.46309998631477356},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.45170000195503235}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8366000056266785},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7595000267028809},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7106999754905701},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5900999903678894},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5853000283241272},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5242999792098999},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5041999816894531},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46700000762939453},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.46309998631477356},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45339998602867126},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.45170000195503235},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.43639999628067017},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.38760000467300415},{"id":"https://openalex.org/C137753397","wikidata":"https://www.wikidata.org/wiki/Q2434424","display_name":"Network science","level":3,"score":0.376800000667572},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3587000072002411},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.34310001134872437},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.34200000762939453},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.3418999910354614},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3089999854564667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30790001153945923},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29829999804496765},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.29319998621940613},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.2874000072479248},{"id":"https://openalex.org/C2780600066","wikidata":"https://www.wikidata.org/wiki/Q7239828","display_name":"Preferential attachment","level":3,"score":0.26030001044273376}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.visinf.2025.100304","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.visinf.2025.100304","pdf_url":null,"source":{"id":"https://openalex.org/S2898150413","display_name":"Visual Informatics","issn_l":"2468-502X","issn":["2468-502X","2543-2656"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Visual Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.visinf.2025.100304","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.visinf.2025.100304","pdf_url":null,"source":{"id":"https://openalex.org/S2898150413","display_name":"Visual Informatics","issn_l":"2468-502X","issn":["2468-502X","2543-2656"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Visual Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2138621811","https://openalex.org/W2897731065","https://openalex.org/W2966297372","https://openalex.org/W2967703951","https://openalex.org/W2979810725","https://openalex.org/W4281705155"],"related_works":[],"abstract_inverted_index":{"Explaining":[0],"node":[1,86],"rankings":[2],"in":[3,108,118],"complex":[4],"networks":[5],"facilitates":[6],"deeper":[7],"analysis":[8,18,111],"of":[9,30,36,44,94,105,112],"network":[10,14,64],"information.":[11],"However,":[12],"incorporating":[13],"evolution":[15,88,114],"into":[16,63],"influence":[17,35],"introduces":[19],"many":[20],"new":[21],"challenges.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26,50],"propose":[27],"a":[28,67,79],"set":[29],"metrics":[31],"for":[32,70,124],"evaluating":[33],"the":[34,42,91,101,120],"nodes":[37],"on":[38,48],"ranking":[39,72,87,113],"evolution,":[40,65],"enabling":[41],"identification":[43],"suspicious":[45],"entities.":[46],"Building":[47],"this,":[49],"analyze":[51],"these":[52],"entities":[53],"from":[54],"both":[55],"behavioral":[56],"and":[57,89,103,115],"topological":[58],"perspectives":[59],"to":[60,84],"derive":[61],"insights":[62],"forming":[66],"unified":[68],"framework":[69],"explaining":[71],"evolution.":[73],"We":[74],"further":[75],"develop":[76],"RankLens":[77],",":[78],"visual":[80,110],"analytics":[81],"system":[82,107],"designed":[83],"observe":[85],"capture":[90],"underlying":[92],"causes":[93],"those":[95,125],"changes.":[96,126],"A":[97],"case":[98],"study":[99],"demonstrates":[100],"usefulness":[102],"effectiveness":[104],"our":[106],"facilitating":[109],"assisting":[116],"experts":[117],"identifying":[119],"key":[121],"actors":[122],"responsible":[123]},"counts_by_year":[],"updated_date":"2026-06-09T06:18:44.609144","created_date":"2025-12-27T00:00:00"}