{"id":"https://openalex.org/W2216676125","doi":"https://doi.org/10.1109/bigdata.2015.7363934","title":"Metaphor mining in historical german novels: An unsupervised learning approach","display_name":"Metaphor mining in historical german novels: An unsupervised learning approach","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2216676125","doi":"https://doi.org/10.1109/bigdata.2015.7363934","mag":"2216676125"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2015.7363934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","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/A5028731181","display_name":"Stefan Pernes","orcid":null},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Stefan Pernes","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5028731181"],"corresponding_institution_ids":["https://openalex.org/I25974101"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10744661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1650","last_page":"1652"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12881","display_name":"linguistics and terminology studies","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13959","display_name":"Swearing, Euphemism, Multilingualism","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/metaphor","display_name":"Metaphor","score":0.8236454129219055},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.8214272260665894},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.8185534477233887},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.728510856628418},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6253764033317566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5714674592018127},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.507127046585083},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4425758123397827},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.41577979922294617},{"id":"https://openalex.org/keywords/conceptual-metaphor","display_name":"Conceptual metaphor","score":0.4103233218193054},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3384372591972351},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14278638362884521},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.06590437889099121}],"concepts":[{"id":"https://openalex.org/C2778311575","wikidata":"https://www.wikidata.org/wiki/Q18534","display_name":"Metaphor","level":2,"score":0.8236454129219055},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.8214272260665894},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8185534477233887},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.728510856628418},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6253764033317566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5714674592018127},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.507127046585083},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4425758123397827},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.41577979922294617},{"id":"https://openalex.org/C2776402256","wikidata":"https://www.wikidata.org/wiki/Q2633818","display_name":"Conceptual metaphor","level":3,"score":0.4103233218193054},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3384372591972351},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14278638362884521},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06590437889099121},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2015.7363934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320319551","display_name":"Digital Research Infrastructure for the Arts and Humanities","ror":null},{"id":"https://openalex.org/F4320325356","display_name":"Julius-Maximilians-Universit\u00e4t W\u00fcrzburg","ror":"https://ror.org/00fbnyb24"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W266716723","https://openalex.org/W1545090907","https://openalex.org/W2002693793","https://openalex.org/W2052417512","https://openalex.org/W2055460448","https://openalex.org/W2125806063","https://openalex.org/W2181830759","https://openalex.org/W2264993425","https://openalex.org/W2330926799","https://openalex.org/W6678888239"],"related_works":["https://openalex.org/W2379113554","https://openalex.org/W2376999481","https://openalex.org/W2354026603","https://openalex.org/W2384136312","https://openalex.org/W318400588","https://openalex.org/W2944119048","https://openalex.org/W2362992075","https://openalex.org/W2379520257","https://openalex.org/W2375579922","https://openalex.org/W2369847883"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3,13,77,88],"work-in-progress":[4],"to":[5,26,57,62],"identify":[6],"and":[7,30],"categorize":[8],"metaphorical":[9,28],"language":[10],"use":[11],"in":[12,96],"large":[14],"corpus":[15,52],"of":[16,44,47,66,82],"historical":[17],"German":[18],"novels.":[19],"An":[20],"unsupervised":[21],"learning":[22],"method":[23],"is":[24,37],"utilized":[25],"detect":[27],"expressions":[29],"underlying":[31],"conceptual":[32,92],"metaphors.":[33],"Furthermore,":[34],"an":[35],"extension":[36],"proposed":[38],"that":[39],"allows":[40],"for":[41,79],"the":[42,55,58,64,80,91,97],"analysis":[43,81],"diachronic":[45],"developments":[46],"modeled":[48],"metaphor":[49],"types.":[50],"A":[51],"ranging":[53],"from":[54],"16th":[56],"20th":[59],"century":[60],"serves":[61],"illustrate":[63],"challenges":[65],"this":[67],"approach":[68],"as":[69,71,76,87],"well":[70],"its":[72],"potential,":[73],"not":[74],"only":[75],"tool":[78],"stylistic":[83],"variation,":[84],"but":[85],"also":[86],"glimpse":[89],"into":[90],"world":[93],"views":[94],"embedded":[95],"texts":[98],"under":[99],"examination.":[100]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}