{"id":"https://openalex.org/W2600599059","doi":"https://doi.org/10.1109/vast.2016.7883520","title":"Visual analysis and coding of data-rich user behavior","display_name":"Visual analysis and coding of data-rich user behavior","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2600599059","doi":"https://doi.org/10.1109/vast.2016.7883520","mag":"2600599059"},"language":"en","primary_location":{"id":"doi:10.1109/vast.2016.7883520","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2016.7883520","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 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/A5025762480","display_name":"Tanja Blascheck","orcid":"https://orcid.org/0000-0003-4002-4499"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tanja Blascheck","raw_affiliation_strings":["University of Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065310800","display_name":"Fabian Beck","orcid":"https://orcid.org/0000-0003-4042-3043"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fabian Beck","raw_affiliation_strings":["University of Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033132966","display_name":"Sebastian Baltes","orcid":"https://orcid.org/0000-0002-2442-7522"},"institutions":[{"id":"https://openalex.org/I89864525","display_name":"Universit\u00e4t Trier","ror":"https://ror.org/02778hg05","country_code":"DE","type":"education","lineage":["https://openalex.org/I89864525"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Baltes","raw_affiliation_strings":["University of Trier, Germany"],"affiliations":[{"raw_affiliation_string":"University of Trier, Germany","institution_ids":["https://openalex.org/I89864525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038629539","display_name":"Thomas Ertl","orcid":"https://orcid.org/0000-0003-4019-2505"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Ertl","raw_affiliation_strings":["University of Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073619125","display_name":"Daniel Weiskopf","orcid":"https://orcid.org/0000-0003-1174-1026"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Weiskopf","raw_affiliation_strings":["University of Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025762480"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":1.503,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.88717338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"150"},"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":0.9800000190734863,"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":0.9678000211715698,"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":0.8560113310813904},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.699991762638092},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6937878727912903},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.6829732060432434},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6149535179138184},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5564440488815308},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5374418497085571},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4807398319244385},{"id":"https://openalex.org/keywords/tag-cloud","display_name":"Tag cloud","score":0.4616249203681946},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4521512985229492},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4351561963558197},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43087780475616455},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.41828426718711853},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38161829113960266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29307758808135986},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12659257650375366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8560113310813904},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.699991762638092},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6937878727912903},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.6829732060432434},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6149535179138184},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5564440488815308},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5374418497085571},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4807398319244385},{"id":"https://openalex.org/C26983874","wikidata":"https://www.wikidata.org/wiki/Q263864","display_name":"Tag cloud","level":3,"score":0.4616249203681946},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4521512985229492},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4351561963558197},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43087780475616455},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.41828426718711853},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38161829113960266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29307758808135986},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12659257650375366},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vast.2016.7883520","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2016.7883520","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Visual Analytics Science and Technology (VAST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310414","display_name":"Baden-W\u00fcrttemberg Stiftung","ror":"https://ror.org/031h5fa94"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W189496769","https://openalex.org/W249254429","https://openalex.org/W1520694115","https://openalex.org/W1607675442","https://openalex.org/W1803273808","https://openalex.org/W1922066339","https://openalex.org/W1955833269","https://openalex.org/W1971132461","https://openalex.org/W1972151695","https://openalex.org/W1973331852","https://openalex.org/W1976090620","https://openalex.org/W1987135115","https://openalex.org/W1987650700","https://openalex.org/W1989670235","https://openalex.org/W2002544066","https://openalex.org/W2012118336","https://openalex.org/W2013996050","https://openalex.org/W2023202080","https://openalex.org/W2034694694","https://openalex.org/W2042950801","https://openalex.org/W2047257058","https://openalex.org/W2058203255","https://openalex.org/W2059162342","https://openalex.org/W2071353749","https://openalex.org/W2073800769","https://openalex.org/W2075038621","https://openalex.org/W2081005821","https://openalex.org/W2082563645","https://openalex.org/W2084902029","https://openalex.org/W2086216718","https://openalex.org/W2102804490","https://openalex.org/W2106268337","https://openalex.org/W2114566476","https://openalex.org/W2115890908","https://openalex.org/W2118322263","https://openalex.org/W2118363717","https://openalex.org/W2120098605","https://openalex.org/W2124293601","https://openalex.org/W2130247386","https://openalex.org/W2130774862","https://openalex.org/W2141115795","https://openalex.org/W2145005487","https://openalex.org/W2148504035","https://openalex.org/W2149472792","https://openalex.org/W2155369095","https://openalex.org/W2171073562","https://openalex.org/W2171892642","https://openalex.org/W2180041965","https://openalex.org/W2216822037","https://openalex.org/W2299670543","https://openalex.org/W2329395632","https://openalex.org/W2489543238","https://openalex.org/W2496184874","https://openalex.org/W2612304202","https://openalex.org/W2622064759","https://openalex.org/W2914973542","https://openalex.org/W3124384824","https://openalex.org/W4205566236","https://openalex.org/W4241124503","https://openalex.org/W4242628327","https://openalex.org/W4255692800","https://openalex.org/W4281564584","https://openalex.org/W6609374501"],"related_works":["https://openalex.org/W2143428259","https://openalex.org/W2148525144","https://openalex.org/W1970471290","https://openalex.org/W2080934634","https://openalex.org/W3041760129","https://openalex.org/W2996634302","https://openalex.org/W2121529267","https://openalex.org/W4312364852","https://openalex.org/W2120329225","https://openalex.org/W2389888295"],"abstract_inverted_index":{"Investigating":[0],"user":[1,17,49,74],"behavior":[2],"involves":[3],"abstracting":[4],"low-level":[5],"events":[6],"to":[7,14,94],"higher-level":[8],"concepts.":[9],"This":[10],"requires":[11],"an":[12,37,87,100],"analyst":[13,77],"study":[15,137],"individual":[16],"activities,":[18],"assign":[19],"codes":[20],"which":[21,46],"categorize":[22],"behavior,":[23],"and":[24,57,70,91,98,109,120,129,138],"develop":[25],"a":[26,41,64,68,135],"consistent":[27],"classification":[28],"scheme.":[29],"To":[30],"better":[31],"support":[32,116],"this":[33],"reasoning":[34],"process":[35],"of":[36,73,86,107,122,131],"analyst,":[38],"we":[39],"suggest":[40],"novel":[42],"visual":[43],"analytics":[44],"approach":[45,133],"integrates":[47],"rich":[48],"data":[50],"including":[51],"transcripts,":[52],"videos,":[53],"eye":[54],"movement":[55],"data,":[56],"interaction":[58],"logs.":[59],"Word-sized":[60],"visualizations":[61],"embedded":[62],"into":[63,81],"tabular":[65],"representation":[66],"provide":[67],"space-efficient":[69],"detailed":[71],"overview":[72],"activities.":[75],"An":[76],"assigns":[78],"codes,":[79],"grouped":[80],"code":[82],"categories,":[83],"as":[84],"part":[85],"interactive":[88],"process.":[89],"Filtering":[90],"searching":[92],"helps":[93],"select":[95],"specific":[96],"activities":[97],"focus":[99],"analysis.":[101],"A":[102],"comparison":[103],"visualization":[104],"summarizes":[105],"results":[106],"coding":[108],"reveals":[110],"relationships":[111],"between":[112],"codes.":[113,123],"Editing":[114],"features":[115],"efficient":[117],"assignment,":[118],"refinement,":[119],"aggregation":[121],"We":[124],"demonstrate":[125],"the":[126],"practical":[127],"applicability":[128],"usefulness":[130],"our":[132],"in":[134],"case":[136],"describe":[139],"expert":[140],"feedback.":[141]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}