{"id":"https://openalex.org/W4403809164","doi":"https://doi.org/10.48550/arxiv.2409.18280","title":"easylayout: an R package for interactive force-directed layouts within RStudio","display_name":"easylayout: an R package for interactive force-directed layouts within RStudio","publication_year":2024,"publication_date":"2024-09-26","ids":{"openalex":"https://openalex.org/W4403809164","doi":"https://doi.org/10.48550/arxiv.2409.18280"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2409.18280","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2409.18280","pdf_url":"https://arxiv.org/pdf/2409.18280","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2409.18280","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013155562","display_name":"Danilo Oliveira Imparato","orcid":"https://orcid.org/0000-0001-6979-4951"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Imparato, Danilo Oliveira","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010548593","display_name":"Jo\u00e3o Vitor Ferreira Cavalcante","orcid":"https://orcid.org/0000-0001-7513-7376"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cavalcante, Jo\u00e3o Vitor F.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5012140349","display_name":"Rodrigo Juliani Siqueira Dalmolin","orcid":"https://orcid.org/0000-0002-1688-6155"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dalmolin, Rodrigo J. S.","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013155562"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.3206000030040741,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.3206000030040741,"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/package-design","display_name":"Package design","score":0.5699335336685181},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.49468061327934265},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44539549946784973},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4087125062942505},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.26049578189849854},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2029721438884735},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1451057493686676}],"concepts":[{"id":"https://openalex.org/C3020349426","wikidata":"https://www.wikidata.org/wiki/Q207822","display_name":"Package design","level":2,"score":0.5699335336685181},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.49468061327934265},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44539549946784973},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4087125062942505},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.26049578189849854},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2029721438884735},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1451057493686676}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2409.18280","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2409.18280","pdf_url":"https://arxiv.org/pdf/2409.18280","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2409.18280","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2409.18280","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2409.18280","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2409.18280","pdf_url":"https://arxiv.org/pdf/2409.18280","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403809164.pdf","grobid_xml":"https://content.openalex.org/works/W4403809164.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3088277481","https://openalex.org/W3127581100","https://openalex.org/W3096965390","https://openalex.org/W3111038038","https://openalex.org/W2917606851","https://openalex.org/W4399496626","https://openalex.org/W3125923141","https://openalex.org/W964378544","https://openalex.org/W3212307035","https://openalex.org/W4400221038"],"abstract_inverted_index":{"Motivation":[0],"Network":[1],"visualization":[2,21,73,91],"is":[3,87,182,252,264],"critical":[4],"for":[5,159,236],"effective":[6],"communication":[7],"in":[8,22,34,146,266],"various":[9],"fields":[10],"of":[11],"knowledge.":[12],"Currently,":[13],"a":[14,117,126],"gap":[15],"separates":[16],"network":[17,20,28,70,134,238],"manipulation":[18,71],"from":[19],"programming":[23],"environments.":[24],"Users":[25],"often":[26],"export":[27],"data":[29,58],"to":[30,96,168,185,189,220,230,243],"be":[31,144,190],"laid":[32],"out":[33,132],"external":[35],"interactive":[36,51,76],"software,":[37],"like":[38,195,223],"Cytoscape":[39],"and":[40,72,100,113,138,153,249,268],"Gephi.":[41],"We":[42,62,226],"argue":[43],"the":[44,80,105,122,133,175,179,186,200,209,232],"current":[45,205],"R":[46,66,106,187,210],"package":[47,67,202,263],"ecosystem":[48],"lacks":[49],"an":[50,65,110,256],"layout":[52],"engine":[53],"well":[54],"integrated":[55,120],"with":[56,121,170],"common":[57],"analysis":[59],"workflows.":[60],"Results":[61],"present":[63],"easylayout,":[64],"that":[68,162],"bridges":[69],"by":[74,135],"leveraging":[75],"force":[77],"simulations":[78],"within":[79],"IDE":[81],"itself":[82],"(e.g.,":[83],"RStudio,":[84],"VSCode).":[85],"It":[86],"not":[88],"yet":[89],"another":[90],"library,":[92],"but":[93,212],"instead":[94],"aims":[95,158],"interconnect":[97],"existing":[98],"libraries":[99,194],"streamline":[101],"their":[102],"usage":[103],"into":[104,116],"ecosystem.":[107],"easylayout":[108,251],"takes":[109],"igraph":[111,197],"object":[112],"serializes":[114],"it":[115,181,217],"web":[118,214],"application":[119],"IDE's":[123],"interface":[124],"through":[125,192],"Shiny":[127],"server.":[128],"The":[129,156,204,262],"app":[130],"lays":[131],"simulating":[136],"attraction":[137],"repulsion":[139],"forces.":[140],"Simulation":[141],"parameters":[142],"can":[143],"adjusted":[145],"real-time.":[147],"An":[148],"editing":[149],"mode":[150],"allows":[151],"moving":[152],"rotating":[154],"nodes.":[155],"implementation":[157,206,250],"performance,":[160],"so":[161],"even":[163,199],"lower-end":[164],"devices":[165],"are":[166],"able":[167],"work":[169],"relatively":[171],"large":[172],"networks.":[173],"Once":[174],"user":[176],"finishes":[177],"tweaking":[178],"layout,":[180],"sent":[183],"back":[184],"session":[188],"plotted":[191],"popular":[193],"ggraph,":[196],"or":[198],"base":[201],"itself.":[203],"focuses":[207],"on":[208,259],"ecosystem,":[211],"using":[213],"technologies":[215],"makes":[216],"easily":[218],"portable":[219],"similar":[221],"environments,":[222],"Python/Jupyter":[224],"Notebooks.":[225],"expect":[227],"this":[228],"tool":[229],"reduce":[231],"time":[233],"spent":[234],"searching":[235],"suitable":[237],"layouts,":[239],"ultimately":[240],"allowing":[241],"researchers":[242],"generate":[244],"more":[245],"compelling":[246],"figures.":[247],"Availability":[248],"freely":[253],"available":[254],"under":[255],"MIT":[257],"license":[258],"GitHub":[260],"(https://github.com/dalmolingroup/easylayout).":[261],"implemented":[265],"R/Shiny":[267],"JavaScript/Svelte.":[269]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2024-10-28T00:00:00"}