{"id":"https://openalex.org/W2621228277","doi":"https://doi.org/10.1007/978-3-319-59569-6_55","title":"\u201cWhat Does My Classifier Learn?\u201d A Visual Approach to Understanding Natural Language Text Classifiers","display_name":"\u201cWhat Does My Classifier Learn?\u201d A Visual Approach to Understanding Natural Language Text Classifiers","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2621228277","doi":"https://doi.org/10.1007/978-3-319-59569-6_55","mag":"2621228277"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-59569-6_55","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59569-6_55","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5044909090","display_name":"Jonas Winkler","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155076","display_name":"Daimler Center for Automotive Information Technology Innovations","ror":"https://ror.org/048d5b075","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210155076","https://openalex.org/I4577782"]},{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jonas Paul Winkler","raw_affiliation_strings":["Daimler Center for Automotive IT Innovations, Technische Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Daimler Center for Automotive IT Innovations, Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4210155076","https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022998651","display_name":"Andreas Vogelsang","orcid":"https://orcid.org/0000-0003-1041-0815"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]},{"id":"https://openalex.org/I4210155076","display_name":"Daimler Center for Automotive Information Technology Innovations","ror":"https://ror.org/048d5b075","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210155076","https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Vogelsang","raw_affiliation_strings":["Daimler Center for Automotive IT Innovations, Technische Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Daimler Center for Automotive IT Innovations, Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4210155076","https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044909090"],"corresponding_institution_ids":["https://openalex.org/I4210155076","https://openalex.org/I4577782"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.3909,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.94514985,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"468","last_page":"479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9993000030517578,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9902999997138977,"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/T10028","display_name":"Topic Modeling","score":0.9887999892234802,"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":0.8743022680282593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6680172681808472},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6455051898956299},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6270347833633423},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5892829298973083},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5462533831596375},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.46158626675605774},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3204503059387207},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06409880518913269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8743022680282593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6680172681808472},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6455051898956299},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6270347833633423},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5892829298973083},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5462533831596375},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.46158626675605774},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3204503059387207},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06409880518913269}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-59569-6_55","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59569-6_55","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1825675169","https://openalex.org/W1832693441","https://openalex.org/W1849277567","https://openalex.org/W2144212877","https://openalex.org/W2150165932","https://openalex.org/W2155092378","https://openalex.org/W2158899491","https://openalex.org/W2282821441","https://openalex.org/W2575641950","https://openalex.org/W2964159778"],"related_works":["https://openalex.org/W2888673113","https://openalex.org/W2056065966","https://openalex.org/W2062641654","https://openalex.org/W2352602608","https://openalex.org/W4293226380","https://openalex.org/W2212288070","https://openalex.org/W3023262859","https://openalex.org/W3213987435","https://openalex.org/W1517786189","https://openalex.org/W2367675495"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
