623.100 (18S) Current Topics in Natural Language Processing
Überblick
- Lehrende/r
- LV-Titel englisch Current Topics in Natural Language Processing
- LV-Art Vorlesung-Kurs (prüfungsimmanente LV )
- Semesterstunde/n 2.0
- ECTS-Anrechnungspunkte 4.0
- Anmeldungen 10 (30 max.)
- Organisationseinheit
- Unterrichtssprache Englisch
- LV-Beginn 13.06.2018
- eLearning zum Moodle-Kurs
Zeit und Ort
LV-Beschreibung
Intendierte Lernergebnisse
We will learn how the extracted structured data can be measured in terms of quantity and quality, and we will exemplify the main ideas by introducing advanced text mining applications, e.g., information extraction and recommender systems.
Text mining involves the linguistic and statistical analysis of text documents in order to structure the input text, the automatic detection and learning of patterns from the extracted structure, and an evaluation and interpretation of the information identified through pattern application.
Inhalt/e
In this course we will present and discuss current trends in Machine Learning based Natural Language Processing covering a wide area of topics from part-of-speech tagging, syntactic and semantic parsing to information extraction and question answering. In order to get some hands-on experience in Machine Learning, we will develop step-by-step taggers for part-of-speech, Named Entity recognition and relation extraction.
Prüfungsinformationen
Beurteilungsschema
Note BenotungsschemaPosition im Curriculum
- Masterstudium Angewandte Informatik
(SKZ: 911, Version: 13W.1)
-
Fach: Business Information Systems
(Wahlfach)
-
Current Topics in Natural Language Processing (
2.0h VK / 4.0 ECTS)
- 623.100 Current Topics in Natural Language Processing (2.0h VC / 4.0 ECTS)
-
Current Topics in Natural Language Processing (
2.0h VK / 4.0 ECTS)
-
Fach: Business Information Systems
(Wahlfach)
- Masterstudium Angewandte Informatik
(SKZ: 911, Version: 13W.1)
-
Fach: Knowledge and Data Engineering
(Wahlfach)
-
Information Search & Recommendation Systems (
2.0h VK / 4.0 ECTS)
- 623.100 Current Topics in Natural Language Processing (2.0h VC / 4.0 ECTS)
-
Information Search & Recommendation Systems (
2.0h VK / 4.0 ECTS)
-
Fach: Knowledge and Data Engineering
(Wahlfach)
- Masterstudium Informatik
(SKZ: 921, Version: 09W.1)
-
Fach: Intelligent Information Systems in Production, Operation and Management (POM)
(Pflichtfach)
-
Intelligent Techniques in E-Commerce (
2.0h VK / 4.0 ECTS)
- 623.100 Current Topics in Natural Language Processing (2.0h VC / 4.0 ECTS)
-
Intelligent Techniques in E-Commerce (
2.0h VK / 4.0 ECTS)
-
Fach: Intelligent Information Systems in Production, Operation and Management (POM)
(Pflichtfach)
- Masterstudium Informationsmanagement
(SKZ: 922, Version: 13W.2)
-
Fach: Informationssysteme
(Pflichtfach)
-
2.3 Information Search & Recommendation Systems (
2.0h VC/KS / 4.0 ECTS)
- 623.100 Current Topics in Natural Language Processing (2.0h VC / 4.0 ECTS)
-
2.3 Information Search & Recommendation Systems (
2.0h VC/KS / 4.0 ECTS)
-
Fach: Informationssysteme
(Pflichtfach)
- Masterstudium Informationsmanagement
(SKZ: 922, Version: 13W.2)
-
Fach: Freie Wahlfächer
(Freifach)
-
Freie Wahlfächer (
0.0h XX / 6.0 ECTS)
- 623.100 Current Topics in Natural Language Processing (2.0h VC / 4.0 ECTS)
-
Freie Wahlfächer (
0.0h XX / 6.0 ECTS)
-
Fach: Freie Wahlfächer
(Freifach)