{"id":"https://openalex.org/W4304481137","doi":"https://doi.org/10.1109/tvcg.2022.3209393","title":"Lotse: A Practical Framework for Guidance in Visual Analytics","display_name":"Lotse: A Practical Framework for Guidance in Visual Analytics","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4304481137","doi":"https://doi.org/10.1109/tvcg.2022.3209393","pmid":"https://pubmed.ncbi.nlm.nih.gov/36215348"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2022.3209393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2022.3209393","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/A5002860804","display_name":"Fabian Sperrle","orcid":"https://orcid.org/0000-0002-2416-8639"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Fabian Sperrle","raw_affiliation_strings":["University of Konstanz, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029173221","display_name":"Davide Ceneda","orcid":"https://orcid.org/0000-0003-1198-567X"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Davide Ceneda","raw_affiliation_strings":["TU Wien, Austria"],"raw_orcid":"https://orcid.org/0000-0003-1198-567X","affiliations":[{"raw_affiliation_string":"TU Wien, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020415668","display_name":"Mennatallah El\u2010Assady","orcid":"https://orcid.org/0000-0001-8526-2613"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mennatallah El-Assady","raw_affiliation_strings":["ETH AI Center, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-8526-2613","affiliations":[{"raw_affiliation_string":"ETH AI Center, Switzerland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002860804"],"corresponding_institution_ids":["https://openalex.org/I189712700"],"apc_list":null,"apc_paid":null,"fwci":2.1429,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.88857832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"29","issue":"1","first_page":"1","last_page":"11"},"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":0.9886000156402588,"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":0.9624999761581421,"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":0.8392317295074463},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.5927685499191284},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5810746550559998},{"id":"https://openalex.org/keywords/guidance-system","display_name":"Guidance system","score":0.5222312211990356},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.46734315156936646},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.46092885732650757},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4547710418701172},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4525175094604492},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4381585121154785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2594764232635498}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8392317295074463},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5927685499191284},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5810746550559998},{"id":"https://openalex.org/C201004817","wikidata":"https://www.wikidata.org/wiki/Q1707071","display_name":"Guidance system","level":2,"score":0.5222312211990356},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.46734315156936646},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.46092885732650757},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4547710418701172},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4525175094604492},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4381585121154785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2594764232635498},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2022.3209393","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2022.3209393","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:36215348","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36215348","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":[{"id":"https://metadata.un.org/sdg/17","score":0.4300000071525574,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1480715147","https://openalex.org/W1491233988","https://openalex.org/W1553589896","https://openalex.org/W1586956674","https://openalex.org/W1673310716","https://openalex.org/W1970569592","https://openalex.org/W1991207010","https://openalex.org/W2059216172","https://openalex.org/W2068779004","https://openalex.org/W2073800769","https://openalex.org/W2090687959","https://openalex.org/W2105552354","https://openalex.org/W2135415614","https://openalex.org/W2486648592","https://openalex.org/W2488113179","https://openalex.org/W2516678343","https://openalex.org/W2788844524","https://openalex.org/W2803317679","https://openalex.org/W2888068719","https://openalex.org/W2889298793","https://openalex.org/W2894167989","https://openalex.org/W2914985787","https://openalex.org/W2948894190","https://openalex.org/W2966373506","https://openalex.org/W3005587429","https://openalex.org/W3024342691","https://openalex.org/W3030014054","https://openalex.org/W3094221028","https://openalex.org/W3128929534","https://openalex.org/W3158866664","https://openalex.org/W3177462152","https://openalex.org/W3178874403","https://openalex.org/W3181598536","https://openalex.org/W3217611625","https://openalex.org/W4220714728","https://openalex.org/W4220952091","https://openalex.org/W4288762474","https://openalex.org/W4288762839","https://openalex.org/W4291138375","https://openalex.org/W6634774001","https://openalex.org/W6635117273","https://openalex.org/W6637131181","https://openalex.org/W6754031960","https://openalex.org/W6758881808"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2362367986","https://openalex.org/W348707231","https://openalex.org/W2064719069","https://openalex.org/W3041760129","https://openalex.org/W4210310791","https://openalex.org/W2062940763","https://openalex.org/W2937343495","https://openalex.org/W4360833258"],"abstract_inverted_index":{"Co-adaptive":[0],"guidance":[1,35,39,51,71,86,98,105,112,128,142,166],"aims":[2],"to":[3,100,137,152],"enable":[4],"efficient":[5],"human-machine":[6],"collaboration":[7],"in":[8,63,73],"visual":[9],"analytics,":[10],"as":[11],"proposed":[12],"by":[13,29],"multiple":[14],"theoretical":[15],"frameworks.":[16],"This":[17],"paper":[18],"bridges":[19],"the":[20,61,84,94,108],"gap":[21],"between":[22],"such":[23,89],"conceptual":[24],"frameworks":[25],"and":[26,36,56,76,106,131,139,156],"practical":[27],"implementation":[28],"introducing":[30],"an":[31,37,90],"accessible":[32],"model":[33,48,62],"of":[34,49,96,110,126,160],"accompanying":[38],"library,":[40],"mapping":[41],"theory":[42],"into":[43],"practice.":[44],"We":[45,59,115],"contribute":[46],"a":[47,64,158],"system-provided":[50],"based":[52],"on":[53],"design":[54,129],"templates":[55],"derived":[57],"strategies.":[58],"instantiate":[60],"library":[65,87],"called":[66],"Lotse":[67,82],"that":[68,133],"allows":[69],"specifying":[70],"strategies":[72,99],"definition":[74],"files":[75],"generates":[77],"running":[78],"code":[79],"from":[80],"them.":[81],"is":[83],"first":[85],"using":[88],"approach.":[91],"It":[92],"supports":[93],"creation":[95,109],"reusable":[97],"retrofit":[101],"existing":[102],"applications":[103],"with":[104,123,143,168],"fosters":[107],"general":[111],"strategy":[113],"patterns.":[114],"demonstrate":[116],"its":[117,154,169],"effectiveness":[118],"through":[119],"first-use":[120],"case":[121],"studies":[122],"VA":[124],"researchers":[125],"varying":[127],"expertise":[130],"find":[132],"they":[134],"are":[135],"able":[136],"effectively":[138],"quickly":[140],"implement":[141],"Lotse.":[144],"Further,":[145],"we":[146],"analyze":[147],"our":[148],"framework's":[149],"cognitive":[150],"dimensions":[151],"evaluate":[153],"expressiveness":[155],"outline":[157],"summary":[159],"open":[161],"research":[162],"questions":[163],"for":[164],"aligning":[165],"practice":[167],"intricate":[170],"theory.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
