{"id":"https://openalex.org/W2969832087","doi":"https://doi.org/10.1109/vast.2018.8802424","title":"The Effect of Semantic Interaction on Foraging in Text Analysis","display_name":"The Effect of Semantic Interaction on Foraging in Text Analysis","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2969832087","doi":"https://doi.org/10.1109/vast.2018.8802424","mag":"2969832087"},"language":"en","primary_location":{"id":"doi:10.1109/vast.2018.8802424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2018.8802424","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Conference on Visual Analytics Science and Technology (VAST)","raw_type":"proceedings-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/A5061311189","display_name":"John Wenskovitch","orcid":"https://orcid.org/0000-0002-0573-6442"},"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":true,"raw_author_name":"John Wenskovitch","raw_affiliation_strings":["Virginia Tech Computer Science"],"affiliations":[{"raw_affiliation_string":"Virginia Tech Computer Science","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084575646","display_name":"Lauren Bradel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lauren Bradel","raw_affiliation_strings":["Department of Defense"],"affiliations":[{"raw_affiliation_string":"Department of Defense","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056817428","display_name":"Michelle Dowling","orcid":"https://orcid.org/0000-0002-2572-1133"},"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":"Michelle Dowling","raw_affiliation_strings":["Virginia Tech Computer Science"],"affiliations":[{"raw_affiliation_string":"Virginia Tech Computer Science","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113555684","display_name":"Leanna House","orcid":null},"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":"Leanna House","raw_affiliation_strings":["Virginia Tech Statistics"],"affiliations":[{"raw_affiliation_string":"Virginia Tech Statistics","institution_ids":["https://openalex.org/I859038795"]}]},{"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 Computer Science"],"affiliations":[{"raw_affiliation_string":"Virginia Tech Computer Science","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061311189"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":1.3211,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.82583041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"5","issue":null,"first_page":"13","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12031","display_name":"Speech and dialogue systems","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7137713432312012},{"id":"https://openalex.org/keywords/foraging","display_name":"Foraging","score":0.626095175743103},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4285297393798828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3845040202140808},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3412351608276367},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08373433351516724},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07986718416213989}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7137713432312012},{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.626095175743103},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4285297393798828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3845040202140808},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3412351608276367},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08373433351516724},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07986718416213989}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vast.2018.8802424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2018.8802424","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Conference on Visual Analytics Science and Technology (VAST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W52770770","https://openalex.org/W1486317198","https://openalex.org/W1494068537","https://openalex.org/W1546650522","https://openalex.org/W1829455604","https://openalex.org/W1966951973","https://openalex.org/W1969045498","https://openalex.org/W1990293817","https://openalex.org/W1992293099","https://openalex.org/W1992928607","https://openalex.org/W1993503217","https://openalex.org/W2001319512","https://openalex.org/W2015048982","https://openalex.org/W2017778577","https://openalex.org/W2027518030","https://openalex.org/W2028342611","https://openalex.org/W2037133710","https://openalex.org/W2043343860","https://openalex.org/W2053562635","https://openalex.org/W2053864527","https://openalex.org/W2054288523","https://openalex.org/W2060658355","https://openalex.org/W2061745787","https://openalex.org/W2062052951","https://openalex.org/W2065339046","https://openalex.org/W2066610120","https://openalex.org/W2071172532","https://openalex.org/W2071775391","https://openalex.org/W2077290111","https://openalex.org/W2088915428","https://openalex.org/W2111799631","https://openalex.org/W2112280186","https://openalex.org/W2119477629","https://openalex.org/W2119895915","https://openalex.org/W2122841972","https://openalex.org/W2131548207","https://openalex.org/W2141018272","https://openalex.org/W2149095485","https://openalex.org/W2158062194","https://openalex.org/W2158231614","https://openalex.org/W2159262688","https://openalex.org/W2159504010","https://openalex.org/W2167722664","https://openalex.org/W2168745915","https://openalex.org/W2423553421","https://openalex.org/W2528321558","https://openalex.org/W2589711404","https://openalex.org/W2591673470","https://openalex.org/W2612590777","https://openalex.org/W2622684336","https://openalex.org/W4229977739","https://openalex.org/W4230323307","https://openalex.org/W4239035239","https://openalex.org/W4244614157","https://openalex.org/W6629482609","https://openalex.org/W6632774415"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4200081355","https://openalex.org/W3081944365","https://openalex.org/W2135179174","https://openalex.org/W1932300341","https://openalex.org/W2294784349","https://openalex.org/W2890381285","https://openalex.org/W1979659965","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Completing":[0],"text":[1],"analysis":[2,150],"tasks":[3],"is":[4,74],"a":[5,30,63,75,92,102,125],"continuous":[6],"sensemaking":[7,151,173],"loop":[8],"of":[9,25,46,53,83,127,136,159],"foraging":[10,103,117,155],"for":[11,32,147,157],"information":[12,34],"and":[13,38,100,163,171],"incrementally":[14],"synthesizing":[15,33],"it":[16,164],"into":[17],"hypotheses.":[18],"Past":[19],"research":[20],"has":[21],"shown":[22],"the":[23,44,51,57,69,128,134],"advantages":[24],"using":[26,182],"spatial":[27,40],"workspaces":[28],"as":[29,50,124],"means":[31],"through":[35],"externalizing":[36],"hypotheses":[37],"creating":[39],"schemas.":[41],"However,":[42],"spatializing":[43],"entirety":[45],"datasets":[47],"becomes":[48],"prohibitive":[49],"number":[52],"documents":[54,161],"available":[55],"to":[56,68,80,89,105,113,143,180],"analysts":[58],"grows,":[59],"particularly":[60],"when":[61],"only":[62,181],"small":[64],"subset":[65],"are":[66],"relevant":[67,109],"task":[70,174],"at":[71],"hand.":[72],"StarSPIRE":[73,142],"visual":[76],"analytics":[77],"tool":[78],"designed":[79],"explore":[81],"collections":[82],"documents,":[84],"leveraging":[85],"users'":[86],"semantic":[87,137],"interactions":[88,170],"steer":[90],"(1)":[91],"synthesis":[93,130,169],"model":[94,104],"that":[95],"aids":[96],"in":[97,167,178],"document":[98],"layout,":[99],"(2)":[101],"automatically":[106],"retrieve":[107],"new":[108],"information.":[110],"In":[111],"contrast":[112],"traditional":[114],"keyword":[115,183],"search":[116],"(KSF),":[118],"\u201csemantic":[119],"interaction":[120,138,154],"foraging\u201d":[121],"(SIF)":[122],"occurs":[123],"result":[126],"user's":[129],"actions.":[131],"To":[132],"quantify":[133],"value":[135],"foraging,":[139],"we":[140],"use":[141],"evaluate":[144],"its":[145],"utility":[146],"an":[148],"intelligence":[149],"task.":[152],"Semantic":[153],"accounted":[156],"26%":[158],"useful":[160],"found,":[162],"also":[165],"resulted":[166],"increased":[168],"improved":[172],"performance":[175],"by":[176],"users":[177],"comparison":[179],"search.":[184]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
