Masterstudium Business Informatics - Fakultät für Informatik, TU Wien

• Knowledge modeling
Competences:
• Group work
• Knowledge sharing
• Innovation of knowledge processes
Syllabus: Objectives and problems of knowledge management in enterprizes and other
organizations; process model for knowledge management; competence management; methods
and systems for knowledge management; knowledge acquisition and engineering;
knowledge representation; social software systems; machine learning
Teaching and Learning Methods and Adequate Assessment of Performance: The module
is organized along lectures, assignments, and hands-on exercises (alone or in groups).
When appropriate, tools are provided.
Courses of Module:
3.0/2.0 VO Knowledge Management
3.0/2.0 UE Knowledge Managment
SBI/KM2 - Information Extraction and Integration
ECTS-Credits: 6.0
Summary: This module deals with data extraction from the Web and integration of
Web data into applications and processes. It comprises an overview about information
extraction in general and covers in particular methods of Web querying and wrapper
generation, as well as presenting wrapper languages, deep Web navigation traversal methods,
and inductive, automated, and supervised approaches. Data extraction based on
visual rendition, questions about robustness and adaptation, and further algorithmical
and technical aspects are covered. Furthermore, a special focus of this module is how
Web extraction and integration topics are addressed by state-of-the-art libraries, tools,
and frameworks and used in real-life scenarios. Special emphasis is given to Web data
cleansing, integration of Web data into competitive intelligence scenarios, mashups, web
application testing, web process integration, and using extraction and document understanding
technologies for enabling web accessibility. The course comprises both a lecture
and an exercise part. The lecture part is primarily intended to teach about methodologies
as well as to illustrate concepts from practice including system live demonstrations.
The goal of the exercises is to strengthen the knowledge of the participants, especially
including practical usage of tools in the area of web data extraction.
Learning Outcomes:
Knowledge:
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