Degha, Houssem+eddine2024-10-202024-10-202024https://dspace.univ-ghardaia.edu.dz/xmlui/handle/123456789/8778This course provides an overview of Information Mining technologies as an important field in the text mining process. It involves transforming unstructured or semi-structured collections of texts into an ordered collection of data. During the courses, the students will learn: • Architectures of Information Extraction Systems • Knowledge-based Models vs. Probabilistic Models • Recognition of Named Entities and Classification • Coreference Resolution • Recognition of Temporal Expressions and Normalization • Pattern ExtractionExtraction of textual informationModule InformationIntoroduction to Information Extraction SystemsArchitectures of Information Extraction SystemsText Mining Operations Core .Knowledge-based Models vs. Probabilistic ModelsRecognition of Named Entities and ClassificationCoreference ResolutionRecognition of Temporal Expressions and NormalizationPattern Extraction