{"id":"https://openalex.org/W4214933429","doi":"https://doi.org/10.1177/14738716221079593","title":"Design guidelines for narrative maps in sensemaking tasks","display_name":"Design guidelines for narrative maps in sensemaking tasks","publication_year":2022,"publication_date":"2022-03-02","ids":{"openalex":"https://openalex.org/W4214933429","doi":"https://doi.org/10.1177/14738716221079593"},"language":"en","primary_location":{"id":"doi:10.1177/14738716221079593","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14738716221079593","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vtechworks.lib.vt.edu/bitstreams/986faab5-07ad-45c1-be58-16850b6c5578/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073250946","display_name":"Brian Keith","orcid":"https://orcid.org/0000-0001-5734-8962"},"institutions":[{"id":"https://openalex.org/I2802166871","display_name":"Universidad Cat\u00f3lica del Norte","ror":"https://ror.org/02akpm128","country_code":"CL","type":"education","lineage":["https://openalex.org/I2802166871"]},{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["CL","US"],"is_corresponding":true,"raw_author_name":"Brian Felipe Keith Norambuena","raw_affiliation_strings":["Universidad Cat\u00f3lica del Norte, Chile","Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Universidad Cat\u00f3lica del Norte, Chile","institution_ids":["https://openalex.org/I2802166871"]},{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062498796","display_name":"Tanushree Mitra","orcid":"https://orcid.org/0000-0002-9507-6192"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tanushree Mitra","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037675411","display_name":"Chris North","orcid":"https://orcid.org/0000-0002-8786-7103"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris North","raw_affiliation_strings":["Virginia Tech, Blacksburg, VA, USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073250946"],"corresponding_institution_ids":["https://openalex.org/I2802166871","https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":0.9187,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.74367875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"21","issue":"3","first_page":"220","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9940000176429749,"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":0.9811000227928162,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sensemaking","display_name":"Sensemaking","score":0.9601148962974548},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.8431025743484497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7144640684127808},{"id":"https://openalex.org/keywords/narrative-network","display_name":"Narrative network","score":0.6908165812492371},{"id":"https://openalex.org/keywords/narrative-inquiry","display_name":"Narrative inquiry","score":0.5942475199699402},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5445095300674438},{"id":"https://openalex.org/keywords/narrative-criticism","display_name":"Narrative criticism","score":0.5372806191444397},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4811721742153168},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4760003983974457},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45075082778930664},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4410073459148407},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.42730197310447693},{"id":"https://openalex.org/keywords/narrative-structure","display_name":"Narrative structure","score":0.4222080111503601},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3399990200996399},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.29637718200683594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2196953296661377},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1455279290676117}],"concepts":[{"id":"https://openalex.org/C2780554381","wikidata":"https://www.wikidata.org/wiki/Q2063340","display_name":"Sensemaking","level":2,"score":0.9601148962974548},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.8431025743484497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7144640684127808},{"id":"https://openalex.org/C63985673","wikidata":"https://www.wikidata.org/wiki/Q6966216","display_name":"Narrative network","level":5,"score":0.6908165812492371},{"id":"https://openalex.org/C117893075","wikidata":"https://www.wikidata.org/wiki/Q6966213","display_name":"Narrative inquiry","level":3,"score":0.5942475199699402},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5445095300674438},{"id":"https://openalex.org/C12772571","wikidata":"https://www.wikidata.org/wiki/Q1965350","display_name":"Narrative criticism","level":4,"score":0.5372806191444397},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4811721742153168},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4760003983974457},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45075082778930664},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4410073459148407},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.42730197310447693},{"id":"https://openalex.org/C78015137","wikidata":"https://www.wikidata.org/wiki/Q847829","display_name":"Narrative structure","level":3,"score":0.4222080111503601},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3399990200996399},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.29637718200683594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2196953296661377},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1455279290676117},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/14738716221079593","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14738716221079593","pdf_url":null,"source":{"id":"https://openalex.org/S55152591","display_name":"Information Visualization","issn_l":"1473-8716","issn":["1473-8716","1473-8724"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Visualization","raw_type":"journal-article"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/113879","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/113879","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/986faab5-07ad-45c1-be58-16850b6c5578/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/113879","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/113879","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/986faab5-07ad-45c1-be58-16850b6c5578/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320310094","display_name":"University of Washington","ror":"https://ror.org/00cvxb145"},{"id":"https://openalex.org/F4320331146","display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214933429.pdf","grobid_xml":"https://content.openalex.org/works/W4214933429.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W144701237","https://openalex.org/W626478128","https://openalex.org/W1488864752","https://openalex.org/W1518761017","https://openalex.org/W1594453896","https://openalex.org/W1602715654","https://openalex.org/W1968532429","https://openalex.org/W1972752099","https://openalex.org/W1974548930","https://openalex.org/W1977884995","https://openalex.org/W1980209219","https://openalex.org/W1990809386","https://openalex.org/W1992928607","https://openalex.org/W1996894838","https://openalex.org/W1997901969","https://openalex.org/W2044135788","https://openalex.org/W2047205327","https://openalex.org/W2053562635","https://openalex.org/W2068141178","https://openalex.org/W2069207503","https://openalex.org/W2071775391","https://openalex.org/W2088618430","https://openalex.org/W2089363775","https://openalex.org/W2109104042","https://openalex.org/W2110971381","https://openalex.org/W2119895915","https://openalex.org/W2126526697","https://openalex.org/W2147674242","https://openalex.org/W2157900633","https://openalex.org/W2159262688","https://openalex.org/W2160194773","https://openalex.org/W2161078926","https://openalex.org/W2167722664","https://openalex.org/W2169343523","https://openalex.org/W2171317718","https://openalex.org/W2397409903","https://openalex.org/W2579759411","https://openalex.org/W2593109423","https://openalex.org/W2731051489","https://openalex.org/W2759643833","https://openalex.org/W2771472444","https://openalex.org/W2792416149","https://openalex.org/W2903858840","https://openalex.org/W2913248700","https://openalex.org/W2914878264","https://openalex.org/W2963289013","https://openalex.org/W3046267763","https://openalex.org/W3092143437","https://openalex.org/W3092569006","https://openalex.org/W3103818765","https://openalex.org/W3120436057","https://openalex.org/W3142421094","https://openalex.org/W3217346043","https://openalex.org/W4214810323","https://openalex.org/W4238387639","https://openalex.org/W4249381237","https://openalex.org/W4251072778","https://openalex.org/W4254410088","https://openalex.org/W4299354622"],"related_works":["https://openalex.org/W2347918758","https://openalex.org/W3161231896","https://openalex.org/W4253071616","https://openalex.org/W2383067471","https://openalex.org/W2104216862","https://openalex.org/W2355810782","https://openalex.org/W2727892461","https://openalex.org/W2354671821","https://openalex.org/W2974731738","https://openalex.org/W4211180937"],"abstract_inverted_index":{"Narrative":[0,10,26],"sensemaking":[1,24,115,242],"is":[2],"a":[3,13,36,86,134],"fundamental":[4],"process":[5],"to":[6,30,51,62,101,111],"understand":[7,31,52],"sequential":[8],"information.":[9],"maps":[11,27,59,73,156,189,215],"are":[12,122],"visual":[14,108],"representation":[15],"framework":[16],"that":[17,74,187,194,236],"can":[18,75,98,195],"aid":[19,76],"analysts":[20,29,54,77,129,237],"in":[21,60,78,239],"their":[22],"narrative":[23,58,72,79,103,114,131,139,147,155,188,214,241],"process.":[25,116,243],"allow":[28],"the":[32,45,113,178,200,207,211,234,240],"big":[33],"picture":[34],"of":[35,89,119,127,137,203,210,220],"narrative,":[37],"uncover":[38],"new":[39],"relationships":[40],"between":[41,47,223],"events,":[42],"and":[43,56,107,142,157,172,175,228],"model":[44],"connection":[46],"storylines.":[48],"We":[49,81,168],"seek":[50],"how":[53,128],"create":[55],"use":[57,217,238],"order":[61],"obtain":[63],"design":[64,102,144,173],"guidelines":[65,145,174],"for":[66,71,146,153],"an":[67,125],"interactive":[68],"visualization":[69],"tool":[70],"sensemaking.":[80],"perform":[82],"two":[83],"experiments":[84],"with":[85],"data":[87],"set":[88],"news":[90],"articles.":[91],"The":[92,117],"insights":[93,164,171],"extracted":[94],"from":[95],"our":[96],"studies":[97],"be":[99,196],"used":[100],"maps,":[104],"extraction":[105,158],"algorithms,":[106,159],"analytics":[109],"tools":[110],"support":[112],"contributions":[118],"this":[120,232],"paper":[121],"three-fold:":[123],"(1)":[124],"analysis":[126],"construct":[130],"maps;":[132],"(2)":[133],"user":[135],"evaluation":[136],"specific":[138],"map":[140],"features;":[141],"(3)":[143],"maps.":[148],"Our":[149],"findings":[150],"suggest":[151],"ways":[152],"designing":[154],"as":[160,162,226,231],"well":[161],"providing":[163],"toward":[165],"useful":[166],"interactions.":[167],"discuss":[169],"these":[170],"reflect":[176],"on":[177],"potential":[179],"challenges":[180],"involved.":[181],"As":[182],"key":[183],"highlights,":[184],"we":[185],"find":[186],"should":[190,216],"avoid":[191],"redundant":[192],"connections":[193,222],"inferred":[197],"by":[198],"using":[199],"transitive":[201],"property":[202],"event":[204],"connections,":[205,230],"reducing":[206],"overall":[208],"complexity":[209],"map.":[212],"Moreover,":[213],"multiple":[218],"types":[219],"cognitive":[221],"events":[224],"such":[225],"topical":[227],"causal":[229],"emulates":[233],"strategies":[235]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
