| fullrecord |
[{"key": "dc.contributor.advisor", "value": "Clements, Kati", "language": "", "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Kalenius, Konsta", "language": "", "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2020-08-31T05:54:25Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2020-08-31T05:54:25Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2020", "language": "", "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/71545", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "T\u00e4m\u00e4 kirjallisuuskatsauksena toteutettu kandidaatintutkielma tarkastelee kolmea keskeist\u00e4 konek\u00e4\u00e4nt\u00e4misen menetelm\u00e4\u00e4 s\u00e4\u00e4nt\u00f6pohjainen, tilastollinen ja neuroverkkokonek\u00e4\u00e4nt\u00e4minen ja niiden tarjoamien englanti\u2013suomi-konek\u00e4\u00e4nn\u00f6sten kehityst\u00e4 ja ominaisuuksia. Neuroverkkokonek\u00e4\u00e4nt\u00e4minen vaikuttaa olevan kirjallisuuskatsauksen perusteella nopeasti kehittyv\u00e4 menetelm\u00e4, joka tarjoaa yh\u00e4 laadukkaampia englanti\u2013suomi-kieliparin konek\u00e4\u00e4nn\u00f6ksi\u00e4. Toisaalta Suomessa on vahvat perinteet kieliparin s\u00e4\u00e4nt\u00f6pohjaisen konek\u00e4\u00e4nn\u00f6ksen kehitt\u00e4misess\u00e4 ja menetelm\u00e4 on yh\u00e4 relevantti englanti\u2013suomi-konek\u00e4\u00e4nt\u00e4misess\u00e4. Tutkielman tarkastelemien tutkimusten valossa n\u00e4ytt\u00e4\u00e4kin silt\u00e4, ett\u00e4 neuroverkkokonek\u00e4\u00e4nt\u00e4misen ja s\u00e4\u00e4nt\u00f6pohjaisen konek\u00e4\u00e4nt\u00e4misen vahvuudet yhdist\u00e4v\u00e4 hybridikonek\u00e4\u00e4nnin olisi ihanteellinen menetelm\u00e4 ratkaisemaan suomen kieliopin ja sanaston ja englanti\u2013suomi-rinnakkaiskorpusten puutteiden aiheuttamia englanti\u2013suomi-konek\u00e4\u00e4nt\u00e4misen ongelmia.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "This Bachelor's Thesis carried out as a literature review focuses on three essential machine translation methods rule-based, statistical and neural machine translation and machine translations from English to Finnish made with these methods and the chronological development and properties of the methods and translations. The literature review shows that neural machine translation is a fast-developing, state-of-the-art method, which offers ever-improving machine translations from English to Finnish. On the other hand, the long-term development of rule-based machine translation from English to Finnish (and vice versa) in Finland means that this older method is still relevant to the language pair. In fact, in the light of the studies reviewed in this thesis it seems that the ideal solution for machine translation from English to Finnish would be a hybrid method which combined the strengths of neural and rule-based machine translation in order to deal with the problems caused by the grammar and vocabulary of Finnish and the deficiencies in English\u2013Finnish parallel corpora.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Paivi Vuorio (paelvuor@jyu.fi) on 2020-08-31T05:54:25Z\nNo. of bitstreams: 0", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2020-08-31T05:54:25Z (GMT). No. of bitstreams: 0\n Previous issue date: 2020", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "40", "language": "", "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.subject.other", "value": "s\u00e4\u00e4nt\u00f6pohjainen konek\u00e4\u00e4nt\u00e4minen", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "tilastollinen konek\u00e4\u00e4nt\u00e4minen", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "neuroverkkokonek\u00e4\u00e4nt\u00e4minen", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "englanti\u2013suomi-konek\u00e4\u00e4nn\u00f6s", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "rule-based machine translation", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "statistical machine translation", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "neural machine translation", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "machine translation from English to Finnish", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Konek\u00e4\u00e4nt\u00e4misen menetelm\u00e4t englanti\u2013suomi-konek\u00e4\u00e4nn\u00f6ksess\u00e4", "language": "", "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "bachelor thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-202008315675", "language": "", "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Bachelor's thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Kandidaatinty\u00f6", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Information Technology", "language": "en", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietoj\u00e4rjestelm\u00e4tiede", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Information Systems Science", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "yvv.contractresearch.funding", "value": "0", "language": "", "element": "contractresearch", "qualifier": "funding", "schema": "yvv"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_7a1f", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": null, "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.subject.oppiainekoodi", "value": "601", "language": "", "element": "subject", "qualifier": "oppiainekoodi", "schema": "dc"}, {"key": "dc.subject.yso", "value": "k\u00e4\u00e4nt\u00e4minen", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "tietokoneavusteinen k\u00e4\u00e4nt\u00e4minen", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.subject.yso", "value": "tietokonelingvistiikka", "language": null, "element": "subject", "qualifier": "yso", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
|