Hochschule Darmstadt - Fb Informatik

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Modulbeschreibung
Course:Semantic Knowledge Management in Organisations
Attached to module:
Semantisches Wissensmanagement im Unternehmen deutsch 30.2646
Module number:30.2644
Language:english
Study programme:Bachelor 2021 - Wahlpflichtkatalog I
Bachelor dual KITS 2021 - Wahlpflichtkatalog I
Bachelor dual KoSI 2021 - Wahlpflichtkatalog I
Bachelor KMI 2021 - Wahlpflichtkatalog I
Bachelor 2014 - Katalog I: Anwendungs- und systemorientierte Module
Bachelor dual KoSI 2014 - Katalog I: Anwendungs- und systemorientierte Module
Bachelor KMI 2014 - Katalog I: Anwendungs- und systemorientierte Module
Type of course:V+P = Lecture+Practical
Weekly hours:2+2
Credit Points:5
Exam:Assessment of individual project work (incl. presentation): 70%
Written assessment about the lecture material: 30%
Registering for examexplicitly and independent of booking
Frequency of offering:each semester (not yet offered)
Learning objectives:After completing the module, students are capable of:
  • modelling relevant entities of a knowledge management problem by means of semantic knowledge graph technology
  • formalizing a knowledge management problem by means of a semantic knowledge representation framework
  • developing lightweight ontologies that represent the main entities of a problem domain and the relationships between them
  • expressing attributes of and relationships between domain entities in the form of domain ontologies and semantic knowledge graphs
  • implementing semantic knowledge graphs using the Semantic MediaWiki software
  • Querying semantic knowledge graphs
Content:The course consists of 6 main parts:
  • Introduction to organizational knowledge management
  • Foundations of semantic knowledge representation frameworks
  • Introduction to Semantic MediaWiki
  • Semantic MediaWiki extensions for the collaborative development of knowledge graphs and ontologies
  • Individual project work
  • Project presentation and written examination at the semester's end
The course teaches:
  • Fundamentals of organizational knowledge management
  • Foundations of semantic knowledge representation frameworks and knowledge organization systems
  • Introduction to the Semantic MediaWiki software
  • Building lightweight semantic domain models using Semantic MediaWiki
  • Methods, tools and technologies for knowledge graph construction
  • Formalization of domain entities and their relationships in the form of lightweight ontologies
  • Querying semantic knowledge graph data
Literature:
  • Hitzler, P., Krötzsch, M.,, Rudolph, S. (2010). Foundations of Semantic Web Technologies. Chapman and Hall/CRC Press. ISBN: 9781420090505
  • Krötzsch, M., Vrandecic;, D. & Völkel, M. (2006). Semantic MediaWiki. In I. Cruz, S. Decker, D. Allemang, C. Preist, D. Schwabe, P. Mika, M. Uschold & L. Aroyo (ed.), The Semantic Web - ISWC 2006 , Vol. 4273 (pp. 935--942) . Springer Berlin Heidelberg. ISBN: 978-3-540-49029-6.
  • Zander, Stefan; Swertz, Christian; Verdú, Elena; Jesús Verdú Pérez, María; Henning, Peter. (2016). A Semantic MediaWiki-based Approach for the Collaborative Development of Pedagogically Meaningful Learning Content Annotations.
  • Markus Krötzsch, Frantisek Simancik, Ian Horrocks (2013). A Description Logic Primer. https://ar​xiv.org/ab​s/1201.408​9​
  • M. Krötzsch, F. Simancik and I. Horrocks, "Description Logics," in IEEE Intelligent Systems, vol. 29, no. 1, pp. 12-19, Jan.-Feb. 2014. doi: 10.1109/MIS.2013.123
  • https://ww​w.semantic​-mediawiki​.org/wiki/​Help​:User_manual
Additional literature recommendations will be announced in the lecture.
Lecture style / Teaching aids:Seminaristic teaching style with practical exercises
Additional resources will be announced in the lecture
Responsibility:Stefan Zander
Released:WS 2021/2022

[Fachbereich Informatik] [Hochschule Darmstadt]
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