{"id":"https://openalex.org/W2027855569","doi":"https://doi.org/10.1109/tvcg.2014.2346431","title":"Overview: The Design, Adoption, and Analysis of a Visual Document Mining Tool for Investigative Journalists","display_name":"Overview: The Design, Adoption, and Analysis of a Visual Document Mining Tool for Investigative Journalists","publication_year":2014,"publication_date":"2014-08-11","ids":{"openalex":"https://openalex.org/W2027855569","doi":"https://doi.org/10.1109/tvcg.2014.2346431","mag":"2027855569","pmid":"https://pubmed.ncbi.nlm.nih.gov/26356941"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2014.2346431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2014.2346431","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/A5104038125","display_name":"Matthew Brehmer","orcid":"https://orcid.org/0000-0001-5524-2291"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Matthew Brehmer","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045361309","display_name":"Stephen Ingram","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stephen Ingram","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075221940","display_name":"Jonathan Stray","orcid":"https://orcid.org/0000-0003-4467-1239"},"institutions":[{"id":"https://openalex.org/I2801607516","display_name":"Associated Press","ror":"https://ror.org/0231jxj79","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2801607516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Stray","raw_affiliation_strings":["Columbia Journalism School and the Associated Press"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia Journalism School and the Associated Press","institution_ids":["https://openalex.org/I2801607516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079916657","display_name":"Tamara Munzner","orcid":"https://orcid.org/0000-0002-3294-3869"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tamara Munzner","raw_affiliation_strings":["University of British Columbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.2782,"has_fulltext":false,"cited_by_count":93,"citation_normalized_percentile":{"value":0.97856691,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"20","issue":"12","first_page":"2271","last_page":"2280"},"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":0.9987000226974487,"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":0.9926999807357788,"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/computer-science","display_name":"Computer science","score":0.8757846355438232},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.7542170286178589},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.750713586807251},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.603082001209259},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5042635202407837},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.487403929233551},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.47544026374816895},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4608357548713684},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4451175332069397},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.44363290071487427},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4285101294517517},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.42705273628234863},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.4262579083442688},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35741421580314636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2986243963241577},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18284934759140015},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.12900808453559875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8757846355438232},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.7542170286178589},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.750713586807251},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.603082001209259},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5042635202407837},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.487403929233551},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.47544026374816895},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4608357548713684},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4451175332069397},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.44363290071487427},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4285101294517517},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.42705273628234863},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.4262579083442688},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35741421580314636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2986243963241577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18284934759140015},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.12900808453559875},{"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020452","descriptor_name":"Journalism","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020452","descriptor_name":"Journalism","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020452","descriptor_name":"Journalism","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2014.2346431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2014.2346431","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:26356941","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26356941","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}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W76930416","https://openalex.org/W1887964395","https://openalex.org/W1965382725","https://openalex.org/W1970569592","https://openalex.org/W1978394996","https://openalex.org/W1984416789","https://openalex.org/W1990995255","https://openalex.org/W1991092611","https://openalex.org/W1993503217","https://openalex.org/W1996034305","https://openalex.org/W1998785512","https://openalex.org/W2006907251","https://openalex.org/W2015755066","https://openalex.org/W2019676294","https://openalex.org/W2041656211","https://openalex.org/W2046369094","https://openalex.org/W2051574917","https://openalex.org/W2058203255","https://openalex.org/W2071376492","https://openalex.org/W2073800769","https://openalex.org/W2084939613","https://openalex.org/W2099223662","https://openalex.org/W2106738877","https://openalex.org/W2107139603","https://openalex.org/W2115977463","https://openalex.org/W2126056608","https://openalex.org/W2127976964","https://openalex.org/W2140501570","https://openalex.org/W2143677795","https://openalex.org/W2146752106","https://openalex.org/W2149978102","https://openalex.org/W2157887077","https://openalex.org/W2161114148","https://openalex.org/W2162680381","https://openalex.org/W2166081773","https://openalex.org/W2166699593","https://openalex.org/W2513286239","https://openalex.org/W2565695915","https://openalex.org/W3140934085","https://openalex.org/W4285719527","https://openalex.org/W6603168919","https://openalex.org/W6648209451","https://openalex.org/W6675146868","https://openalex.org/W6683839119","https://openalex.org/W6725961101","https://openalex.org/W6731613980"],"related_works":["https://openalex.org/W3149127250","https://openalex.org/W2158984754","https://openalex.org/W2080934634","https://openalex.org/W4246764483","https://openalex.org/W2081749267","https://openalex.org/W2143428259","https://openalex.org/W4378086562","https://openalex.org/W4389880955","https://openalex.org/W2112083262","https://openalex.org/W2013467770"],"abstract_inverted_index":{"For":[0],"an":[1,66,73,80],"investigative":[2],"journalist,":[3],"a":[4,11,18,22,25,109,142,176],"large":[5,87],"collection":[6,144],"of":[7,13,86,104,140,166,170,181],"documents":[8],"obtained":[9],"from":[10],"Freedom":[12],"Information":[14],"Act":[15],"request":[16],"or":[17],"leak":[19],"is":[20,49,57,72,145],"both":[21,146],"blessing":[23],"and":[24,39,95,115,149,168,185,190,204],"curse:":[26],"such":[27],"material":[28],"may":[29,60],"contain":[30],"multiple":[31,164],"newsworthy":[32],"stories,":[33],"but":[34,51],"it":[35,59],"can":[36],"be":[37,62],"difficult":[38],"time":[40],"consuming":[41],"to":[42,64,100,130,152,175,199],"find":[43,135],"relevant":[44],"documents.":[45],"Standard":[46],"text":[47],"search":[48,55],"useful,":[50],"even":[52],"if":[53],"the":[54,83,101,113,137,187],"target":[56],"known":[58],"not":[61],"possible":[63],"formulate":[65],"effective":[67],"query.":[68],"In":[69],"addition,":[70],"summarization":[71],"important":[74],"non-search":[75],"task.":[76],"We":[77,134,183],"present":[78],"Overview,":[79],"application":[81],"for":[82,208],"systematic":[84],"analysis":[85],"document":[88,92,143],"collections":[89],"based":[90],"on":[91,118],"clustering,":[93],"visualization,":[94],"tagging.":[96],"This":[97],"work":[98],"contributes":[99],"small":[102],"set":[103],"design":[105,196,210],"studies":[106,121],"which":[107],"evaluate":[108],"visualization":[110,209],"system":[111],"\"in":[112],"wild\",":[114],"we":[116],"report":[117],"six":[119],"case":[120],"where":[122],"Overview":[123],"was":[124],"voluntarily":[125],"used":[126,157,193],"by":[127],"self-initiated":[128],"journalists":[129,155],"produce":[131],"published":[132],"stories.":[133],"that":[136],"frequently-used":[138],"language":[139],"\"exploring\"":[141],"too":[147,150],"vague":[148],"narrow":[151],"capture":[153],"how":[154],"actually":[156],"our":[158,200],"application.":[159],"Our":[160],"iterative":[161],"process,":[162],"including":[163],"rounds":[165],"deployment":[167],"observations":[169],"real":[171],"world":[172],"usage,":[173],"led":[174],"much":[177],"more":[178],"specific":[179],"characterization":[180],"tasks.":[182],"analyze":[184],"justify":[186],"visual":[188],"encoding":[189],"interaction":[191],"techniques":[192],"in":[194],"Overview's":[195],"with":[197],"respect":[198],"final":[201],"task":[202],"abstractions,":[203],"propose":[205],"generalizable":[206],"lessons":[207],"methodology.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
