Advanced Data Modeling
[go to overview]Summer Term 2009
Lecture & Tutorials
Lecturer: Prof. Dr. Steffen Staab
Teaching assistants: Noam Bercovici Renata Dividino
The lecture and tutorials will be given in English.
Times and locations, starting April 22:
| Tue | 8-10 | weekly | B 016 |
| Wed | 14-16 | weekly | E 427 |
cf. details below
** Next Tutorial in Room A015 the Wenesday 22nd of July at 1200 **
Assignment 9 is online !!!
KLIPS
Reference to Lecture in KLIPS.
Reference to Tutorials in Klips.
Topics
Logics for Data Modeling
- Paradigm 1: Modell theoretic semantics
- Paradigm 2: Minimal model semantics
- Fittings model - a unifying paradigm
Distributed Data Modeling
- Distributed Join Processing
- Map/Reduce
- Pig
Provenance Querying
Classes
Wed April 22, 14-16, Lecture 1, Slides1.pdf
Tue April 28, 8-10, Lecture 2,
Wed April 29, 14-16, Lecture 3, Slides2.pdf
Tue May 5, 8-10, Excercise 1 - Neon Toolkit Presentation Part I, Neon Toolkit Presentation Part II, F-Logic Tutorial, F-Logic Examples
Wed May 6, 14-16, Lecture 4, Slides3.pdf, Slides4.pdf (updated May 13)
Tue May 12, 8-10, Lecture 5, Slides5.pdf (updated May 26)
Wed May 13, 14-16, Excercise 2 - Discussion of Assignment 1
Tue May 19, 8-10, Excercise 3 - Discussion of Assignment 2
Wed May 20, 14-16, Excercise 4 - Practical Assignments, project
Tue May 26, 8-10, Lecture 6,
Wed May 27, 14-16, Lecture 7, Slides6.pdf
Tue June 2, 8-10, free
Wed June 3, 16-18, Lecture 8 by Prof. Weikum
Tue June 9, 8-10, Excercise 5 - Discussion of Assignment 3
Wed June 10, 14-16, Excercise 6 - Discussion of Assignment 4
Tue June 16, 8-10, Lecture 9, Slides7.pdf
Wed June 17, 14-16, Excercise 7 - Discussion of Assignment 5
Tue June 23, 8-10, Lecture 10, Slides8.pdf
Wed June 24, 14-16, Lecture 11, Slides9.pdf
Tue June 30, 8-10 Excercise 8 - Discussion of Assignment 6
Wed July 1, 14-16 Excercise 9 - Practical Assignment - Cloud Computing Presentation, Hadoop Tutorial, Map-Reduce Tutorial
Tue July 7, 8-10 Excercise 10 - Discussion of Assignment 7
Wed July 8, 14-16 Lecture 12, Slides10.pdf
Tue July 14, 8-10 Excercise 11 - Discussion of Assignment 8
Wed July 15, 14-16 Lecture 13
Tue July 21, 8-10 Excercise 12 - Discussion of Assignment 9 => Moved to Wed July 22 at 1200 in room A015
Wed July 22, 14-16, Questions
Tue July 28, 9-10, Exam
Credits
Credits are earned by passing the exam.
You may earn additional points counting towards the exam by completing the excercise assignments consisting of theoretical and practical excercises.
The assignments sum up to 90 points (10 points pro assignment)
75 > AP >=90 points 0.6 improvement
AP >= 60 points 0.3 improvement
AP - Assignment points
You should actively participate in the excercise group. Each student has to present at least 2 exercises in the backboard during the semester.
The practical assigments are performed using the NeOn toolkit and Hadoop on an excerpt of a Flickr dataset.
Readings
Melvin Fitting: Fixpoint semantics for logic programming a survey. Theor. Comput. Sci. 278(1-2): 25-51 (2002).
Leonid Libkin: The Finite Model Theory Toolbox of a Database Theoretician. Invited Tutorial at PODS-2009. ACM Press.
Lloyd: Foundations of Logic Programming.
François Bry, Norbert Eisinger, Thomas Eiter, Tim Furche, Georg Gottlob, Clemens Ley, Benedikt Linse, Reinhard Pichler, Fang Wei: Foundations of Rule-Based Query Answering. Reasoning Web 2007: 1-153. Springer Verlag, 2007.
Assignments
Assignment 1 , due to 2009-05-12
Assignment 2 , due to 2009-05-18
Assignment 3 , due to 2009-06-08
Assignment 4 , due to 2009-06-09
Assignment 5 , due to 2009-06-16
Assignment 6 , due to 2009-06-29
Assignment 7 , due to 2009-07-06
Assignment 8 , due to 2009-07-14
Assignment 9, due to 2009-07-22
