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Digital Communities (WT 2016/2017)

News

Welcome to the course Digital Communities (winter term 2016/2017!

  • The lecture starts on Thursday, Oct. 20th, 2016 at 14:15 o'clock in room BH-N 333
  • Accompanying material such as research papers, homework, links and presentation slides will be available via the following ISIS forum:

Overview

Lupe

The module starts with an introduction to the fundamentals of digital communities and an overview of related concepts. The first part of the lecture is dedicated to the topic of networks and graph theory, followed by social networks and social network analysis and related applications. After that, additional concepts that are relevant to digital communities are presented, specifically recommender systems, which are discussed both at the mathematical and application-oriented level. The module concludes with an overview and discussion of the latest trends and developments in digital communities.

The topics of this module are taught in a classical lecture, which also envisages a related discussion between students and lecturer. Selected topics are further covered in an exercise course with frequent assignments. Each assignment contains several problems, which are to be solved by the students. During practical lessons, the solutions are then presented and discussed.

Students who have successfully finished this module have an overview of current and future concepts for digital communities. They have developed an understanding of the principles of graph theory and social network analysis, and have learned about the concepts of recommender systems, including content-based and collaborative filtering methods.

Target Group

Master students of

  • Computer Science (Informatik) / Kommunikationsbasierte Systeme
  • Computer Engineering (Technische Informatik) / Informationssysteme
  • Innovation in Information and Communication Technology

Schedule

Schedule and Location
Type
Day of week
Time
Start/End date
Location
Lecture
Thursday
14:15 - 15:45
20.10.2016 - 16.02.2017
BH-N 333
Lecture / Tutorial
Friday
14:15 - 15:45
21.10.2016 - 17.02.2017
BH-N 333

Exam

  • An oral exam will be offered during the week of February 20th - 24th, 2017.
  • This module is limited to 50 participants.
  • The registration process for the exams will be announced during the first lecture.

Contact person

Lecture Materials

Accompanying material such as research papers, homework, links and presentation slides are available via the following ISIS forum:

Literature

  • Maarten van Steen: Graph Theory and Complex Networks, 2010
  • David Easley und Jon Kleinberg: Networks, Crowds, and Markets: Reasoning About a Highly Connected World, Cambridge University Press, 2010
  • Mark Newman: Networks - An Introduction, Oxford University Press, 2010
  • Stanley Wassermann and Katherine Faust: Social Network Analysis, Cambridge University Press, 2009
  • Charu C. Aggarwal: Recommender Systems, The Textbook, Springer, 2016
  • Dietmar Jannach et al.: Recommender Systems - An Introduction, Cambridge University Press, 2011

Further material such as articles and papers will be made available during the semester.

Besides the teaching books mentioned above, the interested reader might also be interested in the following books, which introduce social networks in a very vivid and engaging manner:

  • Duncan J. Watts: Six Degrees, W. W. Norton, 2003
  • Nicholas Christakis and James Fowler: Connected, Harper Press, 2011
  • Paul Adams: Grouped, New Riders, 2012

Zusatzinformationen / Extras

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Service-centric Networking
Telekom Innovation Laboratories
TEL 19
Ernst-Reuter-Platz 7
10587 Berlin, Germany
Phone: +49 30 8353 58811
Fax: +49 30 8353 58409