{"id":"https://openalex.org/W4376870727","doi":"https://doi.org/10.1109/mcg.2023.3267210","title":"Effective Network Analytics: Network Visualization and Graph Data Management","display_name":"Effective Network Analytics: Network Visualization and Graph Data Management","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4376870727","doi":"https://doi.org/10.1109/mcg.2023.3267210"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2023.3267210","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/mcg.2023.3267210","pdf_url":"https://ieeexplore.ieee.org/ielx7/38/10128888/10128915.pdf","source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/38/10128888/10128915.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025784757","display_name":"Hsiang\u2010Yun Wu","orcid":"https://orcid.org/0000-0003-1028-0010"},"institutions":[{"id":"https://openalex.org/I25485817","display_name":"University of Applied Sciences St P\u00f6lten","ror":"https://ror.org/039a2re55","country_code":"AT","type":"education","lineage":["https://openalex.org/I25485817"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Hsiang-Yun Wu","raw_affiliation_strings":["St. Pölten University of Applied Sciences, St. Pölten, Austria"],"raw_orcid":"https://orcid.org/0000-0003-1028-0010","affiliations":[{"raw_affiliation_string":"St. Pölten University of Applied Sciences, St. Pölten, Austria","institution_ids":["https://openalex.org/I25485817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023110492","display_name":"Karsten Klein","orcid":"https://orcid.org/0000-0002-8345-5806"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karsten Klein","raw_affiliation_strings":["Universität Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8345-5806","affiliations":[{"raw_affiliation_string":"Universität Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070582509","display_name":"Da Yan","orcid":"https://orcid.org/0000-0002-4653-0408"},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Da Yan","raw_affiliation_strings":["The University of Alabama at Birmingham, Birmingham, AL, USA"],"raw_orcid":"https://orcid.org/0000-0002-4653-0408","affiliations":[{"raw_affiliation_string":"The University of Alabama at Birmingham, Birmingham, AL, USA","institution_ids":["https://openalex.org/I32389192"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4394,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.56878054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"43","issue":"3","first_page":"10","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9945999979972839,"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":0.9945999979972839,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9531999826431274,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8337477445602417},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6652839779853821},{"id":"https://openalex.org/keywords/graph-drawing","display_name":"Graph drawing","score":0.6629910469055176},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.645474374294281},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6036685705184937},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5816730260848999},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.566465437412262},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.5008134841918945},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4539898633956909},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.43171989917755127},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.424887090921402},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.4233558177947998},{"id":"https://openalex.org/keywords/network-forensics","display_name":"Network forensics","score":0.4118434190750122},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32537734508514404},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23128443956375122},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.2087208330631256},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.17173552513122559},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.15230277180671692}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8337477445602417},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6652839779853821},{"id":"https://openalex.org/C112953755","wikidata":"https://www.wikidata.org/wiki/Q739462","display_name":"Graph drawing","level":3,"score":0.6629910469055176},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.645474374294281},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6036685705184937},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5816730260848999},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.566465437412262},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.5008134841918945},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4539898633956909},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.43171989917755127},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.424887090921402},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.4233558177947998},{"id":"https://openalex.org/C50747538","wikidata":"https://www.wikidata.org/wiki/Q7001032","display_name":"Network forensics","level":3,"score":0.4118434190750122},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32537734508514404},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23128443956375122},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.2087208330631256},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.17173552513122559},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.15230277180671692},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.0},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcg.2023.3267210","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/mcg.2023.3267210","pdf_url":"https://ieeexplore.ieee.org/ielx7/38/10128888/10128915.pdf","source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/mcg.2023.3267210","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/mcg.2023.3267210","pdf_url":"https://ieeexplore.ieee.org/ielx7/38/10128888/10128915.pdf","source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4376870727.pdf","grobid_xml":"https://content.openalex.org/works/W4376870727.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2148525144","https://openalex.org/W3012440071","https://openalex.org/W2181693928","https://openalex.org/W3209087738","https://openalex.org/W2053900997","https://openalex.org/W2947287504","https://openalex.org/W2377311228","https://openalex.org/W2779621916","https://openalex.org/W3080390162","https://openalex.org/W4240492454"],"abstract_inverted_index":{"Network":[0,19],"analytics":[1,20,154],"provides":[2],"a":[3,111],"scientific":[4],"solution":[5],"to":[6,59],"interact":[7],"with":[8,66],"networks":[9,51],"through":[10],"effective":[11],"management":[12],"of":[13,133,163],"network":[14,103,153,167],"data":[15],"and":[16,44,52,70,84,102,129,148],"corresponding":[17,78],"visualization.":[18],"has":[21],"been":[22],"considered":[23],"essential":[24],"in":[25,32,38],"many":[26],"research":[27,96],"areas":[28],"as":[29,31,110,114,116],"well":[30,115],"commercial":[33],"applications,":[34],"including":[35],"use":[36],"cases":[37],"bioinformatics,":[39],"biomedicine,":[40],"security,":[41],"social":[42],"science,":[43],"knowledge":[45,85],"graph":[46,64,99],"exploration.":[47],"We":[48],"see":[49],"that":[50,105],"the":[53,72,124,134,146,152,160],"associated":[54],"analysis":[55],"process":[56,132],"are":[57,75],"expected":[58],"be":[60,108],"initially":[61],"supported":[62],"by":[63],"databases":[65],"advanced":[67],"query":[68],"engines,":[69],"later":[71],"filtered":[73],"contents":[74],"rendered":[76],"using":[77],"visualization":[79,104],"approaches":[80],"for":[81,119,141,165],"better":[82],"communication":[83],"exchange.":[86],"For":[87],"this":[88,142],"special":[89],"issue":[90],"(SI),":[91],"we":[92,137],"recruited":[93],"papers":[94,140,158],"describing":[95],"based":[97],"on":[98,145],"database":[100],"utilization":[101],"potentially":[106],"could":[107],"integrated":[109],"full":[112],"pipeline,":[113],"their":[117],"synergy":[118],"various":[120],"applied":[121],"problems.":[122],"Through":[123],"formal":[125],"IEEE":[126],"Computer":[127],"Graphics":[128],"Applications":[130],"review":[131],"four":[135],"submissions,":[136],"accepted":[138],"three":[139],"SI,":[143],"focusing":[144],"novelty":[147],"potential":[149],"integration":[150],"within":[151],"pipeline.":[155],"These":[156],"selected":[157],"demonstrate":[159],"wide":[161],"potentiality":[162],"techniques":[164],"complex":[166],"analytics.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}