{"id":"https://openalex.org/W2793816856","doi":"https://doi.org/10.1177/1473871618757228","title":"Interactive topic hierarchy revision for exploring a collection of online conversations","display_name":"Interactive topic hierarchy revision for exploring a collection of online conversations","publication_year":2018,"publication_date":"2018-02-23","ids":{"openalex":"https://openalex.org/W2793816856","doi":"https://doi.org/10.1177/1473871618757228","mag":"2793816856"},"language":"en","primary_location":{"id":"doi:10.1177/1473871618757228","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1473871618757228","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067722075","display_name":"Enamul Hoque","orcid":"https://orcid.org/0000-0002-9789-6645"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Enamul Hoque","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049259877","display_name":"Giuseppe Carenini","orcid":"https://orcid.org/0000-0003-4310-0119"},"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":"Giuseppe Carenini","raw_affiliation_strings":["The University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067722075"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":1.2723,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.84784626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"18","issue":"3","first_page":"318","last_page":"338"},"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":0.998199999332428,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.977400004863739,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8678696155548096},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.7949076890945435},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6685519218444824},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.5225557684898376},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5194786787033081},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4973805248737335},{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"Human-in-the-loop","score":0.4961481988430023},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4572330415248871},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.45060136914253235},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35657793283462524},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.3062271177768707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25022652745246887}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8678696155548096},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.7949076890945435},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6685519218444824},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.5225557684898376},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5194786787033081},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4973805248737335},{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.4961481988430023},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4572330415248871},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.45060136914253235},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35657793283462524},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3062271177768707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25022652745246887},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1473871618757228","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1473871618757228","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1600006923","https://openalex.org/W1970569592","https://openalex.org/W1977424337","https://openalex.org/W1990995255","https://openalex.org/W1991676464","https://openalex.org/W1995073788","https://openalex.org/W2016196732","https://openalex.org/W2020812761","https://openalex.org/W2059745395","https://openalex.org/W2074930186","https://openalex.org/W2084776154","https://openalex.org/W2087382273","https://openalex.org/W2095293504","https://openalex.org/W2105552354","https://openalex.org/W2106738877","https://openalex.org/W2109857088","https://openalex.org/W2121947440","https://openalex.org/W2125215841","https://openalex.org/W2142493242","https://openalex.org/W2148893894","https://openalex.org/W2152576761","https://openalex.org/W2158943277","https://openalex.org/W2159729957","https://openalex.org/W2169142063","https://openalex.org/W2212107515","https://openalex.org/W2288434244","https://openalex.org/W2570553531","https://openalex.org/W2595494611","https://openalex.org/W2606092111","https://openalex.org/W2914584698","https://openalex.org/W2930957955","https://openalex.org/W4229800322","https://openalex.org/W4230337524","https://openalex.org/W4241982274","https://openalex.org/W4244854391","https://openalex.org/W4302435280"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W2584231425","https://openalex.org/W2042919702","https://openalex.org/W2365264209","https://openalex.org/W4210310791","https://openalex.org/W2062940763","https://openalex.org/W2937343495","https://openalex.org/W4360833258","https://openalex.org/W2161078926"],"abstract_inverted_index":{"In":[0],"the":[1,18,39,63,76,88,105,109,140,145,158,181],"last":[2],"decade,":[3],"there":[4],"has":[5],"been":[6],"an":[7],"exponential":[8],"growth":[9],"of":[10,20,44,172,180,184,189],"asynchronous":[11],"online":[12],"conversations":[13,67,135],"(e.g.":[14],"blogs),":[15],"thanks":[16],"to":[17,56,60,107,163],"rise":[19],"social":[21],"media.":[22],"Analyzing":[23],"and":[24,68,131,138,192],"gaining":[25],"insights":[26,133],"from":[27,66,134,157],"such":[28],"discussions":[29],"can":[30,80],"be":[31,81],"quite":[32],"challenging":[33],"for":[34,200],"a":[35,72,99,121,152,173,205],"user,":[36],"especially":[37],"when":[38,161],"user":[40,106,159],"deals":[41],"with":[42,148],"hundreds":[43],"comments":[45],"that":[46,103,126,166],"are":[47],"scattered":[48],"around":[49],"multiple":[50],"different":[51],"conversations.":[52],"A":[53],"promising":[54],"solution":[55],"this":[57,95,118],"problem":[58],"is":[59],"automatically":[61],"mine":[62],"major":[64],"topics":[65],"organize":[69],"them":[70],"into":[71],"hierarchical":[73,174],"structure.":[74],"However,":[75],"resultant":[77],"topic":[78,110,141,175],"hierarchy":[79,111],"noisy":[82],"and/or":[83],"it":[84],"may":[85],"not":[86,168],"match":[87],"user\u2019s":[89],"current":[90],"information":[91],"needs.":[92],"To":[93],"address":[94],"problem,":[96],"we":[97,196],"introduce":[98],"novel":[100],"human-in-the-loop":[101,202],"approach":[102,119],"allows":[104],"revise":[108],"based":[112],"on":[113],"her":[114],"feedback.":[115],"We":[116,143],"incorporate":[117],"within":[120,204],"visual":[122,206],"text":[123,207],"analytics":[124,208],"system":[125,147,186],"helps":[127],"users":[128,150],"in":[129,151,187],"analyzing":[130],"getting":[132],"by":[136],"exploring":[137],"revising":[139],"hierarchy.":[142],"evaluated":[144],"resulting":[146],"real":[149],"lab-based":[153],"study.":[154],"The":[155],"results":[156],"study,":[160],"compared":[162],"its":[164],"counterpart":[165],"does":[167],"support":[169],"interactive":[170],"revisions":[171],"model,":[176],"provide":[177],"empirical":[178],"evidence":[179],"potential":[182],"utility":[183],"our":[185],"terms":[188],"both":[190],"performance":[191],"subjective":[193],"measures.":[194],"Finally,":[195],"summarize":[197],"generalizable":[198],"lessons":[199],"introducing":[201],"computation":[203],"system.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-04T06:00:05.808912","created_date":"2025-10-10T00:00:00"}
