{"id":"https://openalex.org/W3175146692","doi":"https://doi.org/10.1109/tvcg.2021.3090746","title":"Collaborative Sense-Making in Genomic Research: The Role of Visualisation","display_name":"Collaborative Sense-Making in Genomic Research: The Role of Visualisation","publication_year":2021,"publication_date":"2021-06-22","ids":{"openalex":"https://openalex.org/W3175146692","doi":"https://doi.org/10.1109/tvcg.2021.3090746","mag":"3175146692","pmid":"https://pubmed.ncbi.nlm.nih.gov/34156943"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2021.3090746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3090746","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047754647","display_name":"Markus Rittenbruch","orcid":"https://orcid.org/0000-0001-9279-1599"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Markus Rittenbruch","raw_affiliation_strings":["Queensland University of Technology, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070503301","display_name":"Kellie Vella","orcid":"https://orcid.org/0000-0002-1125-5530"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kellie Vella","raw_affiliation_strings":["Queensland University of Technology, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027680609","display_name":"Margot Brereton","orcid":"https://orcid.org/0000-0002-0982-3404"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Margot Brereton","raw_affiliation_strings":["Queensland University of Technology, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110256734","display_name":"James M. Hogan","orcid":null},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"James M. Hogan","raw_affiliation_strings":["Queensland University of Technology, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024222363","display_name":"Daniel Johnson","orcid":"https://orcid.org/0000-0003-1088-3460"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daniel Johnson","raw_affiliation_strings":["Queensland University of Technology, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102872139","display_name":"Julian Heinrich","orcid":"https://orcid.org/0000-0002-5353-3914"},"institutions":[{"id":"https://openalex.org/I67348948","display_name":"Bayer (Germany)","ror":"https://ror.org/04hmn8g73","country_code":"DE","type":"company","lineage":["https://openalex.org/I67348948"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julian Heinrich","raw_affiliation_strings":["Bayer Crop Science, Leverkusen, Germany"],"affiliations":[{"raw_affiliation_string":"Bayer Crop Science, Leverkusen, Germany","institution_ids":["https://openalex.org/I67348948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061545147","display_name":"S\u00e9an O\u2019Donoghue","orcid":"https://orcid.org/0000-0001-9520-6623"},"institutions":[{"id":"https://openalex.org/I136750679","display_name":"Garvan Institute of Medical Research","ror":"https://ror.org/01b3dvp57","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I136750679","https://openalex.org/I4210087284"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sean O'Donoghue","raw_affiliation_strings":["Garvan Institute of Medical Research, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Garvan Institute of Medical Research, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I136750679"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5047754647"],"corresponding_institution_ids":["https://openalex.org/I160993911"],"apc_list":null,"apc_paid":null,"fwci":0.4855,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.64630599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"28","issue":"12","first_page":"4477","last_page":"4489"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9966999888420105,"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":0.9966999888420105,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9933000206947327,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8031980991363525},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.789592981338501},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6953820586204529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6716579794883728},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6518868207931519},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5353949666023254},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5201112031936646},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5077829957008362},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4276672601699829},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4253828525543213},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41608723998069763},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40895959734916687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11033478379249573}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8031980991363525},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.789592981338501},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6953820586204529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6716579794883728},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6518868207931519},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5353949666023254},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5201112031936646},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5077829957008362},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4276672601699829},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4253828525543213},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41608723998069763},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40895959734916687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11033478379249573},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D002874","descriptor_name":"Chromosome Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002874","descriptor_name":"Chromosome Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002874","descriptor_name":"Chromosome Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2021.3090746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2021.3090746","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:34156943","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34156943","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null},{"id":"pmh:oai:eprints.qut.edu.au:212585","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"Contribution to Journal"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G8117246886","display_name":null,"funder_award_id":"LP140100574","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1039732669","https://openalex.org/W1569560557","https://openalex.org/W1575712852","https://openalex.org/W1601795611","https://openalex.org/W1971371707","https://openalex.org/W1979290264","https://openalex.org/W2043359500","https://openalex.org/W2043498719","https://openalex.org/W2066699772","https://openalex.org/W2069307636","https://openalex.org/W2079966055","https://openalex.org/W2083353966","https://openalex.org/W2090037139","https://openalex.org/W2094468738","https://openalex.org/W2117131162","https://openalex.org/W2128016314","https://openalex.org/W2131865015","https://openalex.org/W2134678736","https://openalex.org/W2135577168","https://openalex.org/W2138461665","https://openalex.org/W2144430639","https://openalex.org/W2145126338","https://openalex.org/W2158714788","https://openalex.org/W2158804744","https://openalex.org/W2160697532","https://openalex.org/W2162237094","https://openalex.org/W2166699593","https://openalex.org/W2185618940","https://openalex.org/W2324665822","https://openalex.org/W2415505014","https://openalex.org/W2618199161","https://openalex.org/W2742783745","https://openalex.org/W2900048067"],"related_works":["https://openalex.org/W4367333290","https://openalex.org/W2019038080","https://openalex.org/W2362367986","https://openalex.org/W2186032312","https://openalex.org/W2020974618","https://openalex.org/W2013467770","https://openalex.org/W4246764483","https://openalex.org/W2138584026","https://openalex.org/W2112083262","https://openalex.org/W2156440763"],"abstract_inverted_index":{"Genomic":[0],"research":[1,44,78],"emerges":[2],"from":[3],"collaborative":[4,43,191],"work":[5,111],"within":[6,45],"and":[7,69,94,109,126,130,140,169,172,186],"across":[8],"different":[9],"scientific":[10,119],"disciplines.":[11],"A":[12],"diverse":[13],"range":[14],"of":[15,42,82,128,138,163],"visualisation":[16,55],"techniques":[17,34],"has":[18],"been":[19],"employed":[20],"to":[21,31,49,117,183],"aid":[22],"this":[23],"research,":[24],"yet":[25],"relatively":[26],"little":[27],"is":[28],"known":[29],"as":[30,132],"how":[32,98],"these":[33,179],"facilitate":[35],"collaboration.":[36],"We":[37,74,177],"conducted":[38,62],"a":[39,46,80,159],"case":[40],"study":[41],"biomedical":[47],"institute":[48],"learn":[50],"more":[51],"about":[52],"the":[53,118,136,143],"role":[54],"plays":[56],"in":[57,86],"genomic":[58,77],"mapping.":[59],"Interviews":[60],"were":[61,100,114,148],"with":[63,152,181],"molecular":[64],"biologists":[65],"(N":[66,71],"=":[67,72],"5)":[68],"bioinformaticians":[70],"6).":[73],"found":[75],"that":[76,90],"comprises":[79],"variety":[81],"distinct":[83],"disciplines":[84],"engaged":[85],"complex":[87],"analytic":[88],"tasks":[89],"each":[91],"resist":[92],"simplification,":[93],"their":[95],"complexity":[96],"influences":[97],"visualisations":[99],"used.":[101],"Visualisation":[102],"use":[103,162],"was":[104,174],"impacted":[105],"by":[106],"group-specific":[107,184],"interactions":[108,185],"temporal":[110],"patterns.":[112],"Visualisations":[113],"also":[115,175],"crucial":[116],"workflow,":[120],"used":[121],"for":[122,135,166,189],"both":[123],"question":[124],"formation":[125],"confirmation":[127],"hypotheses,":[129],"acted":[131],"an":[133],"anchor":[134],"communication":[137],"ideas":[139],"discussion.":[141],"In":[142],"latter":[144],"case,":[145],"two":[146],"approaches":[147],"taken:":[149],"providing":[150],"collaborators":[151],"either":[153],"interactive":[154],"or":[155],"static":[156],"imagery":[157],"representing":[158],"viewpoint.":[160],"The":[161],"generic":[164],"software":[165],"simplified":[167],"visualisations,":[168],"quick":[170],"production":[171],"curation":[173],"noted.":[176],"discuss":[178],"findings":[180],"reference":[182],"present":[187],"recommendations":[188],"improving":[190],"practices":[192],"through":[193],"visual":[194],"analytics.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}