{"id":"https://openalex.org/W18265741","doi":"https://doi.org/10.21437/interspeech.2007-438","title":"Bootstrapping morphological analysis of g\u0129k\u0169y\u0169 using unsupervised maximum entropy learning","display_name":"Bootstrapping morphological analysis of g\u0129k\u0169y\u0169 using unsupervised maximum entropy learning","publication_year":2007,"publication_date":"2007-08-27","ids":{"openalex":"https://openalex.org/W18265741","doi":"https://doi.org/10.21437/interspeech.2007-438","mag":"18265741"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2007-438","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2007-438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2007","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/A5112282583","display_name":"Guy De Pauw","orcid":null},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Guy De Pauw","raw_affiliation_strings":["UNIVERSITY OF ANTWERP*"],"affiliations":[{"raw_affiliation_string":"UNIVERSITY OF ANTWERP*","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108555204","display_name":"Peter Waiganjo Wagacha","orcid":"https://orcid.org/0000-0002-9597-1170"},"institutions":[{"id":"https://openalex.org/I12859529","display_name":"University of Nairobi","ror":"https://ror.org/02y9nww90","country_code":"KE","type":"education","lineage":["https://openalex.org/I12859529"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Peter Waiganjo Wagacha","raw_affiliation_strings":["University of Nairobi,"],"affiliations":[{"raw_affiliation_string":"University of Nairobi,","institution_ids":["https://openalex.org/I12859529"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5112282583"],"corresponding_institution_ids":["https://openalex.org/I149213910"],"apc_list":null,"apc_paid":null,"fwci":1.9319,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.87222425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1517","last_page":"1520"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.953499972820282,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.953499972820282,"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/T11309","display_name":"Music and Audio Processing","score":0.9491000175476074,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12090","display_name":"Language and cultural evolution","score":0.909500002861023,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6543576121330261},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6039685606956482},{"id":"https://openalex.org/keywords/bootstrapping","display_name":"Bootstrapping (finance)","score":0.5973672866821289},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.5899316072463989},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5869989395141602},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5472844839096069},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.519564151763916},{"id":"https://openalex.org/keywords/bantu-languages","display_name":"Bantu languages","score":0.5192123055458069},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34382912516593933},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3299293518066406},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0697469413280487}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6543576121330261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6039685606956482},{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.5973672866821289},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.5899316072463989},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5869989395141602},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5472844839096069},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.519564151763916},{"id":"https://openalex.org/C99878080","wikidata":"https://www.wikidata.org/wiki/Q33146","display_name":"Bantu languages","level":2,"score":0.5192123055458069},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34382912516593933},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3299293518066406},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0697469413280487},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21437/interspeech.2007-438","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2007-438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2007","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.415.4783","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.415.4783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cnts.ua.ac.be/papers/2007/0663anav.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.800000011920929,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2101711363","https://openalex.org/W2149995043","https://openalex.org/W2158873310","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1523430623","https://openalex.org/W4234536530","https://openalex.org/W2021139052","https://openalex.org/W2266706110","https://openalex.org/W3085101883","https://openalex.org/W4291011401","https://openalex.org/W2021282498","https://openalex.org/W1159933001","https://openalex.org/W3041490575","https://openalex.org/W2970690932"],"abstract_inverted_index":{"This":[0,28],"paper":[1],"describes":[2],"a":[3],"proof-of-the-principle":[4],"experiment":[5],"in":[6],"which":[7],"maximum":[8,58],"entropy":[9,59],"learning":[10,60],"is":[11],"used":[12],"for":[13,21],"the":[14,22,32,56,67],"automatic":[15],"induction":[16,38],"of":[17,26,34,66],"shallow":[18],"morphological":[19,37,47],"features":[20],"resourcescarce":[23],"Bantu":[24,76],"language":[25],"G\u0129k\u0169y\u0169.":[27],"novel":[29],"approach":[30,61],"circumvents":[31],"limitations":[33],"typical":[35],"unsupervised":[36,57,73],"methods":[39],"that":[40,55],"employ":[41],"minimum-edit":[42],"distance":[43],"metrics":[44],"to":[45,64],"establish":[46],"similarity":[48],"between":[49],"words.":[50],"The":[51],"experimental":[52],"results":[53],"show":[54],"compares":[62],"favorably":[63],"those":[65],"established":[68],"AutoMorphology":[69],"method.":[70],"Index":[71],"Terms:":[72],"learning,":[74],"morphology,":[75],"languages":[77]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
