{"id":"https://openalex.org/W4402521199","doi":"https://doi.org/10.1145/3677386.3682102","title":"Evaluating Node Selection Techniques for Network Visualizations in Virtual Reality","display_name":"Evaluating Node Selection Techniques for Network Visualizations in Virtual Reality","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4402521199","doi":"https://doi.org/10.1145/3677386.3682102"},"language":"en","primary_location":{"id":"doi:10.1145/3677386.3682102","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677386.3682102","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Symposium on Spatial User Interaction","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3677386.3682102","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046294768","display_name":"Lucas Joos","orcid":"https://orcid.org/0000-0001-7049-5203"},"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":true,"raw_author_name":"Lucas Joos","raw_affiliation_strings":["University of Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7049-5203","affiliations":[{"raw_affiliation_string":"University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107185023","display_name":"Uzay Durdu","orcid":"https://orcid.org/0009-0007-6423-7823"},"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":"Uzay Durdu","raw_affiliation_strings":["University of Konstanz, Germany"],"raw_orcid":"https://orcid.org/0009-0007-6423-7823","affiliations":[{"raw_affiliation_string":"University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003816294","display_name":"Jonathan Wieland","orcid":"https://orcid.org/0000-0003-2555-6868"},"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":"Jonathan Wieland","raw_affiliation_strings":["HCI Group, University of Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2555-6868","affiliations":[{"raw_affiliation_string":"HCI Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017670865","display_name":"Harald Reiterer","orcid":"https://orcid.org/0000-0001-8528-8928"},"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":"Harald Reiterer","raw_affiliation_strings":["HCI Group, University of Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8528-8928","affiliations":[{"raw_affiliation_string":"HCI Group, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073919282","display_name":"Daniel A. Keim","orcid":"https://orcid.org/0000-0001-7966-9740"},"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":"Daniel A. Keim","raw_affiliation_strings":["University of Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7966-9740","affiliations":[{"raw_affiliation_string":"University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001876683","display_name":"Johannes Fuchs","orcid":"https://orcid.org/0000-0001-5474-4214"},"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":"Johannes Fuchs","raw_affiliation_strings":["University of Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5474-4214","affiliations":[{"raw_affiliation_string":"University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016520165","display_name":"Maximilian T. Fischer","orcid":"https://orcid.org/0000-0001-8076-1376"},"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":"Maximilian T. Fischer","raw_affiliation_strings":["University of Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8076-1376","affiliations":[{"raw_affiliation_string":"University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5046294768"],"corresponding_institution_ids":["https://openalex.org/I189712700"],"apc_list":null,"apc_paid":null,"fwci":0.4762,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63874512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9997000098228455,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9934999942779541,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9829999804496765,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.7636985778808594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7433981895446777},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6266200542449951},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5822486281394958},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5035409331321716},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.43608468770980835},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.41757622361183167},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3482777178287506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21024486422538757},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11726295948028564}],"concepts":[{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.7636985778808594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7433981895446777},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6266200542449951},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5822486281394958},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5035409331321716},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43608468770980835},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.41757622361183167},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3482777178287506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21024486422538757},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11726295948028564},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3677386.3682102","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677386.3682102","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Symposium on Spatial User Interaction","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3677386.3682102","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677386.3682102","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Symposium on Spatial User Interaction","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1561256858","https://openalex.org/W1969214042","https://openalex.org/W2039988673","https://openalex.org/W2050281417","https://openalex.org/W2073800769","https://openalex.org/W2104706725","https://openalex.org/W2107034998","https://openalex.org/W2107758168","https://openalex.org/W2118580158","https://openalex.org/W2123522038","https://openalex.org/W2124213610","https://openalex.org/W2125910575","https://openalex.org/W2142321899","https://openalex.org/W2153807416","https://openalex.org/W2158418569","https://openalex.org/W2158453355","https://openalex.org/W2287322623","https://openalex.org/W2484393319","https://openalex.org/W2611183864","https://openalex.org/W2764065835","https://openalex.org/W2792064590","https://openalex.org/W2888705264","https://openalex.org/W2889954867","https://openalex.org/W2899250176","https://openalex.org/W2997802535","https://openalex.org/W3000980990","https://openalex.org/W3001292235","https://openalex.org/W3014273235","https://openalex.org/W3091007149","https://openalex.org/W3102648379","https://openalex.org/W3122555173","https://openalex.org/W3138291960","https://openalex.org/W3156693237","https://openalex.org/W3156961125","https://openalex.org/W3200408892","https://openalex.org/W3202450964","https://openalex.org/W3208275051","https://openalex.org/W4221078466","https://openalex.org/W4225102759","https://openalex.org/W4248068601","https://openalex.org/W4252434644","https://openalex.org/W4294068671","https://openalex.org/W4294068677","https://openalex.org/W4308990731","https://openalex.org/W4312511020","https://openalex.org/W4319987621","https://openalex.org/W4366547395","https://openalex.org/W4366588452","https://openalex.org/W4384156725","https://openalex.org/W4386128517","https://openalex.org/W4387612140","https://openalex.org/W4389296545","https://openalex.org/W4389314065","https://openalex.org/W4390930873","https://openalex.org/W4399119151"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2189613078","https://openalex.org/W2586219255","https://openalex.org/W2547096368"],"abstract_inverted_index":{"The":[0],"visual":[1,21],"analysis":[2,65,209],"of":[3,30,134,164,193,206],"networks":[4],"is":[5,39],"crucial":[6],"for":[7,79,153,177],"domain":[8],"experts":[9],"to":[10,140],"understand":[11],"their":[12],"structure,":[13],"investigate":[14],"attributes,":[15],"and":[16,56,81,89,97,107,131,171,196,204],"formulate":[17],"new":[18],"hypotheses.":[19],"Effective":[20],"exploration":[22,167],"relies":[23],"heavily":[24],"on":[25,180],"interaction,":[26],"particularly":[27,137],"the":[28,127,144,150,162,191,202],"selection":[29,35,71,100,112],"individual":[31],"nodes.":[32],"While":[33],"node":[34,60,99,111],"in":[36,101,126,138,156,168,184],"2D":[37],"environments":[38,44],"relatively":[40],"straightforward,":[41],"immersive":[42,103,169,207],"3D":[43,186],"like":[45],"Virtual":[46],"Reality":[47],"(VR)":[48],"introduce":[49],"additional":[50],"challenges":[51],"such":[52],"as":[53,149],"clutter,":[54],"occlusion,":[55],"depth":[57],"perception,":[58],"complicating":[59],"selection.":[61],"State-of-the-art":[62],"VR":[63,75,198],"network":[64,91,166,208],"systems":[66],"predominantly":[67],"utilize":[68],"a":[69,115,175],"ray-based":[70],"method":[72,85,152],"controlled":[73],"via":[74],"controllers.":[76],"Although":[77],"effective":[78,165],"small":[80],"sparse":[82],"graphs,":[83],"this":[84,95],"struggles":[86],"with":[87],"larger":[88],"denser":[90],"visualizations.":[92],"To":[93],"address":[94],"limitation":[96],"enhance":[98],"cluttered":[102],"environments,":[104,170],"we":[105],"present":[106],"compare":[108],"six":[109],"distinct":[110],"techniques":[113],"through":[114],"user":[116,132],"study":[117],"involving":[118],"18":[119],"participants.":[120],"Our":[121,188],"findings":[122],"reveal":[123],"significant":[124],"differences":[125],"efficiency,":[128],"physical":[129],"effort,":[130],"preference":[133],"these":[135],"techniques,":[136],"relation":[139],"graph":[141],"complexity.":[142],"Notably,":[143],"filter":[145],"plane":[146],"metaphor":[147],"emerged":[148],"superior":[151],"selecting":[154],"nodes":[155],"dense":[157],"graphs.":[158],"These":[159],"insights":[160],"advance":[161],"field":[163],"our":[172],"validations":[173],"provide":[174],"foundation":[176],"future":[178],"research":[179],"general":[181],"object":[182],"manipulation":[183],"virtual":[185],"spaces.":[187],"work":[189],"informs":[190],"design":[192],"more":[194],"efficient":[195],"user-friendly":[197],"tools,":[199],"ultimately":[200],"enhancing":[201],"usability":[203],"effectiveness":[205],"systems.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
