{"id":"https://openalex.org/W7161805567","doi":"https://doi.org/10.1007/978-3-032-21477-5_29","title":"Out of\u00a0Order: On the\u00a0Importance of\u00a0Word Positions in\u00a0Explaining Text Classification","display_name":"Out of\u00a0Order: On the\u00a0Importance of\u00a0Word Positions in\u00a0Explaining Text Classification","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7161805567","doi":"https://doi.org/10.1007/978-3-032-21477-5_29"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-21477-5_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-21477-5_29","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/A5107079838","display_name":"Janina L\u00fctke Stockdiek","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Janina L\u00fctke Stockdiek","raw_affiliation_strings":["University of M\u00fcnster, Computational Social Science and Systems Analysis, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5251-1169","affiliations":[{"raw_affiliation_string":"University of M\u00fcnster, Computational Social Science and Systems Analysis, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093257286","display_name":"Britta Grimme","orcid":"https://orcid.org/0009-0008-2282-5130"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Britta Grimme","raw_affiliation_strings":["University of Paderborn, Machine Learning and Optimisation, Paderborn, Germany"],"raw_orcid":"https://orcid.org/0009-0008-2282-5130","affiliations":[{"raw_affiliation_string":"University of Paderborn, Machine Learning and Optimisation, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114388109","display_name":"Marie Griesbach","orcid":null},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marie Griesbach","raw_affiliation_strings":["University of M\u00fcnster, Computational Social Science and Systems Analysis, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0009-0008-9319-3521","affiliations":[{"raw_affiliation_string":"University of M\u00fcnster, Computational Social Science and Systems Analysis, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003026076","display_name":"Christian Grimme","orcid":"https://orcid.org/0000-0002-8608-8773"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Grimme","raw_affiliation_strings":["University of M\u00fcnster, Computational Social Science and Systems Analysis, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8608-8773","affiliations":[{"raw_affiliation_string":"University of M\u00fcnster, Computational Social Science and Systems Analysis, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5107079838"],"corresponding_institution_ids":["https://openalex.org/I22465464"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.94421843,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"432","last_page":"447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.1793999969959259,"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":0.1793999969959259,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.1437000036239624,"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":0.07479999959468842,"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/word","display_name":"Word (group theory)","score":0.7008000016212463},{"id":"https://openalex.org/keywords/word-processing","display_name":"Word processing","score":0.32280001044273376},{"id":"https://openalex.org/keywords/word-lists-by-frequency","display_name":"Word lists by frequency","score":0.31700000166893005},{"id":"https://openalex.org/keywords/computational-linguistics","display_name":"Computational linguistics","score":0.2872999906539917},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.26750001311302185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8342000246047974},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7008000016212463},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.673799991607666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6122000217437744},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.33320000767707825},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33090001344680786},{"id":"https://openalex.org/C2983335612","wikidata":"https://www.wikidata.org/wiki/Q54277","display_name":"Word processing","level":2,"score":0.32280001044273376},{"id":"https://openalex.org/C175293574","wikidata":"https://www.wikidata.org/wiki/Q697133","display_name":"Word lists by frequency","level":3,"score":0.31700000166893005},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.2872999906539917},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2637999951839447},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2578999996185303}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-21477-5_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-21477-5_29","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":[{"id":"https://metadata.un.org/sdg/4","score":0.6259229183197021,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1498178627","https://openalex.org/W2282821441","https://openalex.org/W2796536780","https://openalex.org/W2889326414","https://openalex.org/W2945151003","https://openalex.org/W3046357466","https://openalex.org/W3178016723","https://openalex.org/W4285805192","https://openalex.org/W4312270425","https://openalex.org/W4312702461","https://openalex.org/W4313066228","https://openalex.org/W4366251183","https://openalex.org/W4378805614","https://openalex.org/W4385156842","https://openalex.org/W4386361581","https://openalex.org/W4386929932","https://openalex.org/W4388651650","https://openalex.org/W4390353296","https://openalex.org/W4390491615","https://openalex.org/W4391758837","https://openalex.org/W4392750906","https://openalex.org/W4393146641","https://openalex.org/W4401042508","https://openalex.org/W4401983417","https://openalex.org/W4403939886","https://openalex.org/W4404781288","https://openalex.org/W4408259027","https://openalex.org/W4409170738","https://openalex.org/W7133186865"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2026-05-21T00:00:00"}
