{"id":"https://openalex.org/W2086216718","doi":"https://doi.org/10.1145/2669557.2669575","title":"Evaluating user behavior and strategy during visual exploration","display_name":"Evaluating user behavior and strategy during visual exploration","publication_year":2014,"publication_date":"2014-10-28","ids":{"openalex":"https://openalex.org/W2086216718","doi":"https://doi.org/10.1145/2669557.2669575","mag":"2086216718"},"language":"en","primary_location":{"id":"doi:10.1145/2669557.2669575","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2669557.2669575","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2669575&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2669575&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060626774","display_name":"Khairi Reda","orcid":"https://orcid.org/0000-0002-8096-658X"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Khairi Reda","raw_affiliation_strings":["Argonne National Laboratory","argonne national laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"argonne national laboratory","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067361768","display_name":"Andrew Johnson","orcid":"https://orcid.org/0000-0002-0814-6093"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew E. Johnson","raw_affiliation_strings":["University of Illinois at Chicago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037183247","display_name":"Jason Leigh","orcid":"https://orcid.org/0000-0001-7693-2814"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Leigh","raw_affiliation_strings":["University of Hawai'i at M\u0101noa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hawai'i at M\u0101noa","institution_ids":["https://openalex.org/I117965899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010928934","display_name":"Michael E. Papka","orcid":"https://orcid.org/0000-0002-6418-5767"},"institutions":[{"id":"https://openalex.org/I102502594","display_name":"Northern Illinois University","ror":"https://ror.org/012wxa772","country_code":"US","type":"education","lineage":["https://openalex.org/I102502594"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael E. Papka","raw_affiliation_strings":["Northern Illinois University","Northern Illinois University,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Illinois University","institution_ids":["https://openalex.org/I102502594"]},{"raw_affiliation_string":"Northern Illinois University,","institution_ids":["https://openalex.org/I102502594"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060626774"],"corresponding_institution_ids":["https://openalex.org/I1282105669"],"apc_list":null,"apc_paid":null,"fwci":2.2243,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.90679042,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"45"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.921999990940094,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9072999954223633,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8870803713798523},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7640541791915894},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.7052849531173706},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.608545184135437},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5892677307128906},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.5772929191589355},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5162599086761475},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.5155794024467468},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.5134556889533997},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.5134073495864868},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.5073854327201843},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5026614665985107},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.4485244154930115},{"id":"https://openalex.org/keywords/exploratory-analysis","display_name":"Exploratory analysis","score":0.42707887291908264},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.26837795972824097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2636144161224365}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8870803713798523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7640541791915894},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.7052849531173706},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.608545184135437},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5892677307128906},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5772929191589355},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5162599086761475},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.5155794024467468},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.5134556889533997},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.5134073495864868},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.5073854327201843},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5026614665985107},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.4485244154930115},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.42707887291908264},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.26837795972824097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2636144161224365},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"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/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2669557.2669575","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2669557.2669575","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2669575&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2669557.2669575","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2669557.2669575","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2669575&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1751644051","display_name":null,"funder_award_id":"DE-AC02-06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G2777053550","display_name":null,"funder_award_id":"AC02-06CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4030212589","display_name":null,"funder_award_id":"contract DE-AC02-06CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G498139845","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G5191708317","display_name":null,"funder_award_id":"DE-AC02- 06CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6558272803","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6848031779","display_name":null,"funder_award_id":"06CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6918803902","display_name":null,"funder_award_id":"06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G8143874970","display_name":null,"funder_award_id":"AC02-06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G969889393","display_name":null,"funder_award_id":"DE-AC02-","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2086216718.pdf","grobid_xml":"https://content.openalex.org/works/W2086216718.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W7042436","https://openalex.org/W139043267","https://openalex.org/W1512287614","https://openalex.org/W1987135115","https://openalex.org/W1993159344","https://openalex.org/W1993747944","https://openalex.org/W2007738535","https://openalex.org/W2035783713","https://openalex.org/W2049012614","https://openalex.org/W2055505161","https://openalex.org/W2083922075","https://openalex.org/W2095037400","https://openalex.org/W2113386367","https://openalex.org/W2119477629","https://openalex.org/W2129815685","https://openalex.org/W2130627625","https://openalex.org/W2130774862","https://openalex.org/W2154280685","https://openalex.org/W2264140324","https://openalex.org/W2333057202","https://openalex.org/W4243216998"],"related_works":["https://openalex.org/W2148525144","https://openalex.org/W2362367986","https://openalex.org/W4295118869","https://openalex.org/W2765873974","https://openalex.org/W2080934634","https://openalex.org/W4246764483","https://openalex.org/W3152181619","https://openalex.org/W3215871094","https://openalex.org/W2112083262","https://openalex.org/W2013467770"],"abstract_inverted_index":{"Visualization":[0],"practitioners":[1],"have":[2],"traditionally":[3],"focused":[4],"on":[5],"evaluating":[6,67],"the":[7,10,28,34,45,55,58,107,115],"outcome":[8,29],"of":[9,30,36,48,57,110],"visual":[11,31,72,77],"analytic":[12,46],"process,":[13],"as":[14,79],"opposed":[15],"to":[16,42,103],"studying":[17],"how":[18,44,92],"that":[19],"process":[20],"unfolds.":[21],"Since":[22],"user":[23,68],"strategy":[24],"would":[25],"likely":[26],"influence":[27],"analysis":[32,73],"and":[33,87,100],"nature":[35],"insights":[37],"acquired,":[38],"it":[39],"is":[40,50],"important":[41],"understand":[43],"behavior":[47,69,109],"users":[49],"shaped":[51],"by":[52],"variations":[53,113],"in":[54,70,94,106,114],"design":[56],"visualization":[59,116],"interface.":[60,117],"This":[61],"paper":[62],"presents":[63],"a":[64,80],"technique":[65],"for":[66],"exploratory":[71,108],"scenarios.":[74],"We":[75,90],"characterize":[76],"exploration":[78],"fluid":[81],"activity":[82],"involving":[83],"transitions":[84,96],"between":[85],"mental":[86],"interaction":[88],"states.":[89],"show":[91],"micro-patterns":[93],"these":[95],"can":[97],"be":[98],"captured":[99],"analyzed":[101],"quantitatively":[102],"reveal":[104],"differences":[105],"users,":[111],"given":[112]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}
