{"id":"https://openalex.org/W3120149888","doi":"https://doi.org/10.1109/tvcg.2020.3045560","title":"Task-Based Visual Interactive Modeling: Decision Trees and Rule-Based Classifiers","display_name":"Task-Based Visual Interactive Modeling: Decision Trees and Rule-Based Classifiers","publication_year":2021,"publication_date":"2021-01-14","ids":{"openalex":"https://openalex.org/W3120149888","doi":"https://doi.org/10.1109/tvcg.2020.3045560","mag":"3120149888","pmid":"https://pubmed.ncbi.nlm.nih.gov/33439846"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2020.3045560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2020.3045560","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":true,"oa_status":"green","oa_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-1smjgfpk1i8ax9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089258041","display_name":"Dirk Streeb","orcid":null},"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":false,"raw_author_name":"Dirk Streeb","raw_affiliation_strings":["Universität Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7840-0966","affiliations":[{"raw_affiliation_string":"Universität Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075901884","display_name":"Yannick Metz","orcid":"https://orcid.org/0000-0001-5955-4487"},"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":false,"raw_author_name":"Yannick Metz","raw_affiliation_strings":["Universität Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5955-4487","affiliations":[{"raw_affiliation_string":"Universität Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074126331","display_name":"Udo Schlegel","orcid":"https://orcid.org/0000-0002-8266-0162"},"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":false,"raw_author_name":"Udo Schlegel","raw_affiliation_strings":["Universität Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8266-0162","affiliations":[{"raw_affiliation_string":"Universität Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074546566","display_name":"B. Schneider","orcid":"https://orcid.org/0000-0001-5679-3781"},"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":false,"raw_author_name":"Bruno Schneider","raw_affiliation_strings":["Universität Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5679-3781","affiliations":[{"raw_affiliation_string":"Universität Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020415668","display_name":"Mennatallah El\u2010Assady","orcid":"https://orcid.org/0000-0001-8526-2613"},"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":false,"raw_author_name":"Mennatallah El-Assady","raw_affiliation_strings":["Universität Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8526-2613","affiliations":[{"raw_affiliation_string":"Universität Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064863341","display_name":"Hansj\u00f6rg Neth","orcid":"https://orcid.org/0000-0001-5427-3141"},"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":false,"raw_author_name":"Hansjorg Neth","raw_affiliation_strings":["Universität Konstanz, Konstanz, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5427-3141","affiliations":[{"raw_affiliation_string":"Universität Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337178","display_name":"Min Chen","orcid":"https://orcid.org/0000-0001-5320-5729"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Min Chen","raw_affiliation_strings":["University of Oxford, Oxford, U.K"],"raw_orcid":"https://orcid.org/0000-0001-5320-5729","affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073919282","display_name":"Daniel A. Keim","orcid":"https://orcid.org/0000-0001-7966-9740"},"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":false,"raw_author_name":"Daniel A. Keim","raw_affiliation_strings":["Universität Konstanz, Konstanz, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universität Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9885,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.86987376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"28","issue":"9","first_page":"3307","last_page":"3323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994000196456909,"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":0.9994000196456909,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9840999841690063,"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/T13398","display_name":"Data Analysis with R","score":0.9739000201225281,"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":0.8690634369850159},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7773518562316895},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.638667106628418},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6028683185577393},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5928558111190796},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5589197874069214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5245295166969299},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.4850012958049774},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48355719447135925},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.47591930627822876},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.4700578451156616},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4668503403663635},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.45209628343582153},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2882283627986908},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08716267347335815}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8690634369850159},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7773518562316895},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.638667106628418},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6028683185577393},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5928558111190796},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5589197874069214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5245295166969299},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.4850012958049774},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48355719447135925},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.47591930627822876},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.4700578451156616},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4668503403663635},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.45209628343582153},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2882283627986908},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08716267347335815}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003196","descriptor_name":"Computer Graphics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tvcg.2020.3045560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2020.3045560","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:33439846","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33439846","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},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/53075","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-1smjgfpk1i8ax9","pdf_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-1smjgfpk1i8ax9","source":{"id":"https://openalex.org/S4306401487","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:3b3348fe-ab2b-49ea-8311-abe6cbe67049","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:3b3348fe-ab2b-49ea-8311-abe6cbe67049","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements","raw_type":"Journal article"}],"best_oa_location":{"id":"pmh:oai:kops.uni-konstanz.de:123456789/53075","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-1smjgfpk1i8ax9","pdf_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-1smjgfpk1i8ax9","source":{"id":"https://openalex.org/S4306401487","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.699999988079071,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1616605873","display_name":null,"funder_award_id":"TRR 161","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3588828905","display_name":"WissensErzeugung in Visual Analytics","funder_award_id":"350399414","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6401459825","display_name":"TRR 161: Quantitative Methoden f\u00fcr Visual Computing","funder_award_id":"251654672","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3120149888.pdf"},"referenced_works_count":146,"referenced_works":["https://openalex.org/W4709571","https://openalex.org/W26245520","https://openalex.org/W26643119","https://openalex.org/W70693548","https://openalex.org/W73593153","https://openalex.org/W79144062","https://openalex.org/W948122996","https://openalex.org/W1482004794","https://openalex.org/W1494581921","https://openalex.org/W1499028341","https://openalex.org/W1545142063","https://openalex.org/W1579067606","https://openalex.org/W1582387822","https://openalex.org/W1584935767","https://openalex.org/W1586785753","https://openalex.org/W1593532658","https://openalex.org/W1597093734","https://openalex.org/W1601795611","https://openalex.org/W1605964021","https://openalex.org/W1727854234","https://openalex.org/W1900199894","https://openalex.org/W1914475855","https://openalex.org/W1980607498","https://openalex.org/W1983934895","https://openalex.org/W1987552279","https://openalex.org/W1990401068","https://openalex.org/W1992896169","https://openalex.org/W1996908850","https://openalex.org/W1997015401","https://openalex.org/W2006345381","https://openalex.org/W2012457675","https://openalex.org/W2013009184","https://openalex.org/W2016023958","https://openalex.org/W2019046514","https://openalex.org/W2019976298","https://openalex.org/W2028138594","https://openalex.org/W2028390721","https://openalex.org/W2031648200","https://openalex.org/W2044945592","https://openalex.org/W2045649112","https://openalex.org/W2060928463","https://openalex.org/W2064657914","https://openalex.org/W2064854394","https://openalex.org/W2068124461","https://openalex.org/W2068141066","https://openalex.org/W2080706130","https://openalex.org/W2083209915","https://openalex.org/W2083322541","https://openalex.org/W2083857255","https://openalex.org/W2083896568","https://openalex.org/W2088378580","https://openalex.org/W2098241120","https://openalex.org/W2099236231","https://openalex.org/W2101234009","https://openalex.org/W2103691842","https://openalex.org/W2104897118","https://openalex.org/W2106588364","https://openalex.org/W2120901813","https://openalex.org/W2121155062","https://openalex.org/W2121815329","https://openalex.org/W2132033999","https://openalex.org/W2136762929","https://openalex.org/W2137406659","https://openalex.org/W2137968596","https://openalex.org/W2139544833","https://openalex.org/W2140846233","https://openalex.org/W2145283193","https://openalex.org/W2147997165","https://openalex.org/W2148239836","https://openalex.org/W2157242525","https://openalex.org/W2158553842","https://openalex.org/W2159367517","https://openalex.org/W2170913656","https://openalex.org/W2172149135","https://openalex.org/W2294534939","https://openalex.org/W2310516540","https://openalex.org/W2414914290","https://openalex.org/W2424494266","https://openalex.org/W2510750606","https://openalex.org/W2527276559","https://openalex.org/W2532108707","https://openalex.org/W2556501567","https://openalex.org/W2587299461","https://openalex.org/W2602814102","https://openalex.org/W2611474773","https://openalex.org/W2615184345","https://openalex.org/W2744304370","https://openalex.org/W2751722336","https://openalex.org/W2752320267","https://openalex.org/W2753676244","https://openalex.org/W2762409054","https://openalex.org/W2768039459","https://openalex.org/W2768348081","https://openalex.org/W2777717905","https://openalex.org/W2783160975","https://openalex.org/W2788844524","https://openalex.org/W2883424428","https://openalex.org/W2890013550","https://openalex.org/W2891130433","https://openalex.org/W2891503716","https://openalex.org/W2893159103","https://openalex.org/W2896774728","https://openalex.org/W2899751989","https://openalex.org/W2902396486","https://openalex.org/W2903393357","https://openalex.org/W2911964244","https://openalex.org/W2919115771","https://openalex.org/W2945976633","https://openalex.org/W2948829945","https://openalex.org/W2962865691","https://openalex.org/W2963214037","https://openalex.org/W2970869247","https://openalex.org/W2988437828","https://openalex.org/W2998574808","https://openalex.org/W3001282207","https://openalex.org/W3029488110","https://openalex.org/W3041191759","https://openalex.org/W3127771909","https://openalex.org/W4229760088","https://openalex.org/W4236137412","https://openalex.org/W4243718952","https://openalex.org/W4253595611","https://openalex.org/W4254690344","https://openalex.org/W4255692800","https://openalex.org/W4255938757","https://openalex.org/W4256358309","https://openalex.org/W4256697302","https://openalex.org/W4288117042","https://openalex.org/W4297957988","https://openalex.org/W6601110548","https://openalex.org/W6634765497","https://openalex.org/W6634916401","https://openalex.org/W6636411074","https://openalex.org/W6675354045","https://openalex.org/W6684605865","https://openalex.org/W6715493643","https://openalex.org/W6728367899","https://openalex.org/W6734469250","https://openalex.org/W6737675556","https://openalex.org/W6744393810","https://openalex.org/W6745609711","https://openalex.org/W6745921998","https://openalex.org/W6756463131","https://openalex.org/W6761682674","https://openalex.org/W6767568573","https://openalex.org/W7051474559"],"related_works":["https://openalex.org/W3149127250","https://openalex.org/W2158984754","https://openalex.org/W2143428259","https://openalex.org/W2081749267","https://openalex.org/W2116732611","https://openalex.org/W2080934634","https://openalex.org/W2126824079","https://openalex.org/W2564956852","https://openalex.org/W2166699593","https://openalex.org/W2112083262"],"abstract_inverted_index":{"Visual":[0],"analytics":[1,87],"enables":[2],"the":[3,70,77],"coupling":[4],"of":[5,49,72,95,124],"machine":[6,117],"learning":[7,118],"models":[8],"and":[9,27,76,143],"humans":[10],"in":[11],"a":[12,56,93,134],"tightly":[13],"integrated":[14],"workflow,":[15],"addressing":[16],"various":[17],"analysis":[18],"tasks.":[19,66],"Each":[20],"task":[21],"poses":[22],"distinct":[23],"demands":[24],"to":[25,64,147,151],"analysts":[26],"decision-makers.":[28],"In":[29,130],"this":[30],"survey,":[31],"we":[32,68,132],"focus":[33,57],"on":[34,58],"one":[35],"canonical":[36],"technique":[37],"for":[38,52,89,116,136],"rule-based":[39],"classification,":[40],"namely":[41],"decision":[42,53],"tree":[43],"classifiers.":[44],"We":[45,81],"provide":[46],"an":[47],"overview":[48],"available":[50],"visualizations":[51,60,146],"trees":[54],"with":[55,62],"how":[59],"differ":[61],"respect":[63],"16":[65],"Further,":[67],"investigate":[69],"types":[71],"visual":[73,86,96,122],"designs":[74],"employed,":[75],"quality":[78,125,141],"measures":[79,126],"presented.":[80],"find":[82],"that":[83],"(i)":[84],"interactive":[85,145],"systems":[88,114],"classifier":[90,106],"development":[91],"offer":[92],"variety":[94],"designs,":[97],"(ii)":[98],"utilization":[99],"tasks":[100],"are":[101,110],"sparsely":[102],"covered,":[103],"(iii)":[104],"beyond":[105],"development,":[107],"node-link":[108],"diagrams":[109],"omnipresent,":[111],"(iv)":[112],"even":[113],"designed":[115],"experts":[119,150],"rarely":[120],"feature":[121],"representations":[123],"other":[127],"than":[128],"accuracy.":[129],"conclusion,":[131],"see":[133],"potential":[135],"integrating":[137],"algorithmic":[138],"techniques,":[139],"mathematical":[140],"measures,":[142],"tailored":[144],"enable":[148],"human":[149],"utilize":[152],"their":[153],"knowledge":[154],"more":[155],"effectively.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}