| Title (croatian) | Baza engleskih riječi u hrvatskome |
| Title (english) | The database of English words in Croatian |
| Author | Irena Bogunović Sveučilište u Rijeci, Pomorski fakultet |
| Collaborator | Mario Kučić (DataCollector) |
| Scientific / art field, discipline and subdiscipline | HUMANISTIC SCIENCES Philology Anglistics |
| Abstract (english) | To build a dataset to train and test the model, 60,000 words were manually labelled according to language membership by three independent evaluators. N-gram feature representation was used in combination with a linear Support Vector Machine classification algorithm (SVM) (Smola & Schölkopf, 2004) to extract English words from the ENGRI corpus (Bogunović & Kučić, 2021; Kučić, 2021). An F1 score of 0.9669 was achieved on the test set. The database contains 9,453 English words as well as their absolute and relative frequencies. |
| Language | english |
| URN:NBN | urn:nbn:hr:187:904042 |
| Publication | 2022-01-10 |
| Geolocation | Rijeka, Croatia |
| Project | Number: UIP-2019-04-1576 Title (croatian): Engleske riječi u hrvatskome jeziku: Identifikacija, afektivno-semantičko normiranje i ispitivanje kognitivne obrade bihevioralnim i neuroznanstvenim metodama Acronym: ENGRI Leader: Irena Bogunović Funding stream: UIP |
| Publisher | Pomorski fakultet Faculty of Maritime Studies, Rijeka |
| Access conditions | Open access |
| Terms of use |  |
| Created on | 2022-01-10 10:17:33 |
