{"id":null,"code":"521158S","name":{"valueFi":"Luonnollisen kielen käsittely ja tekstinlouhinta","valueEn":"Natural Language Processing and Text Mining","valueSv":""},"credits":5.0,"minCredits":5,"maxCredits":5,"tags":[],"createdAt":1790534854090,"contentList":[{"title":{"valueFi":"Osaamistavoitteet","valueEn":"Learning outcomes","valueSv":""},"content":{"valueFi":"Upon completing the course, the student is expected to \r\ni) comprehend, design and implement basic (online) text retrieval and query systems; \r\nii) account for linguistic aspects and perform word sense disambiguation; \r\niii) perform basic (statistical) inferences using corpus; \r\niv) manipulate (statistical) language modelling toolkits, online lexical databases and various natural language processing tools.","valueEn":"Upon completing the course, the student is expected to \r\ni) comprehend, design and implement basic (online) text retrieval and query systems; \r\nii) account for linguistic aspects and perform word sense disambiguation; \r\niii) perform basic (statistical) inferences using corpus; \r\niv) manipulate (statistical) language modelling toolkits, online lexical databases and various natural language processing tools.","valueSv":""}},{"title":{"valueFi":"Sisältö","valueEn":"Content","valueSv":""},"content":{"valueFi":"Foundation of text retrieval systems, Lexical ontologies, word sense disambiguation, Text categorization, Corpus-based inferences and Natural Language Processing tools","valueEn":"Foundation of text retrieval systems, Lexical ontologies, word sense disambiguation, Text categorization, Corpus-based inferences and Natural Language Processing tools","valueSv":""}},{"title":{"valueFi":"Suoritustavat","valueEn":"Study Methods","valueSv":""},"content":{"valueFi":"One class test (30%) in the middle of the term + Project work (70%)\r\nRead more about assessment criteria at the University of Oulu webpage.","valueEn":"One class test (30%) in the middle of the term + Project work (70%)\r\nRead more about assessment criteria at the University of Oulu webpage.","valueSv":""}},{"title":{"valueFi":"Toteutustavat","valueEn":"Teaching Methods","valueSv":""},"content":{"valueFi":"Järjestämistapa: \r\nFace- to-face teaching and laboratory sessions.\r\n\r\nLectures (24 h), tutorial/laboratory sessions (16h), seminar (6h) and practical work. The course is passed with an approved practical work and class test. The implementation is fully in English.","valueEn":"Mode of delivery: \r\nFace- to-face teaching and laboratory sessions.\r\n\r\nLectures (24 h), tutorial/laboratory sessions (16h), seminar (6h) and practical work. The course is passed with an approved practical work and class test. The implementation is fully in English.","valueSv":""}},{"title":{"valueFi":"Oppimateriaalit","valueEn":"Learning material","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Lisätiedot","valueEn":"Further information","valueSv":""},"content":{"valueFi":"Opetuskieli: \r\nEnglish\r\n\r\nAjoitus: \r\nPeriod 1. It is recommended to complete the course at the end of period 1\r\n\r\nKohderyhmä: \r\nstudents with (moderate to advanced) programming skills in Python\r\n\r\nVastuuhenkilö: \r\nMourad Oussalah","valueEn":"Language of instruction: \r\nEnglish\r\n\r\nTiming: \r\nPeriod 1. It is recommended to complete the course at the end of period 1\r\n\r\nTarget group: \r\nstudents with (moderate to advanced) programming skills in Python\r\n\r\nPerson responsible: \r\nMourad Oussalah","valueSv":""}},{"title":{"valueFi":"Kurssikirjallisuus","valueEn":"Literature","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Esitietovaatimukset","valueEn":"Qualifications","valueSv":""},"content":{"valueFi":"Esitietovaatimukset: \r\nProgramming skills (preferably) in Python\r\n\r\nYhteydet muihin opintojaksoihin: \r\nThe course is an independent entity and does not require additional studies carried out at the same time","valueEn":"Prerequisites and co-requisites: \r\nProgramming skills (preferably) in Python\r\n\r\nRecommended optional programme components: \r\nThe course is an independent entity and does not require additional studies carried out at the same time","valueSv":""}},{"title":{"valueFi":"Arviointiasteikko","valueEn":"Assessment scale","valueSv":""},"content":{"valueFi":"1-5/HYL","valueEn":"1-5/FAIL","valueSv":"1-5/FAIL"}},{"title":{"valueFi":"Arviointikriteerit","valueEn":"Assessment criteria","valueSv":""},"content":{"valueFi":"1-5","valueEn":"1-5","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 2","valueEn":"Evaluation criteria 2","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 3","valueEn":"Evaluation criteria 3","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 4","valueEn":"Evaluation criteria 4","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Pääasiallinen opetuskieli","valueEn":"Primary Teaching Language","valueSv":""},"content":{"valueFi":"englanti","valueEn":"English","valueSv":"engelska"}},{"title":{"valueFi":"Taso","valueEn":"Level","valueSv":""},"content":{"valueFi":"Syventävät opinnot","valueEn":"Advanced Studies","valueSv":"Syventävät opinnot"}},{"title":{"valueFi":"Oppiaine","valueEn":"Subject","valueSv":""},"content":{"valueFi":"Tietotekniikka","valueEn":"Computer Science and Engineering","valueSv":""}},{"title":{"valueFi":"Vastuuhenkilöt","valueEn":"Person in charge","valueSv":""},"content":{"valueFi":"Mourad Oussalah","valueEn":"Mourad Oussalah","valueSv":"Mourad Oussalah"}},{"title":{"valueFi":"Luokittelu","valueEn":"Classification","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Linkit","valueEn":"Links","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}}]}