Back to ModuleGroupDataManagement.

See also DMModuleDescription and the four topics:

• DMTopicDB - Databases beyond RDBMS (DB) (ca. 40%, (30% 4 weeks).
• DMTopicDW - Data Warehousing and Decision Support (DW) (20%, 3 weeks)
• DMTopicDM - Data Mining and Analysis (DM) (ca. 20%, (30%, 4 weeks)
• DMTopicIR - Information Retrieval (IR) (20%, 3 weeks)

---

Module program HS 2012/13 ^

Week	Date	Block	Topic	Lecture contents	Comments'
1	-	SK	DB	Databases beyond RDBMS: Object Databases (db4o)	-
2	-	SK	DB	Array (cube), Tree (XML) and Graph (Recursion) Types	-
3	-	SK	DB	Key-Value And Document Stores	-
4	-	SK	DB	Cloud Databases	-
5	-	KW	DWH	From Decision Support to Data Warehouses	-
6	-	KW	DWH	Online Analytical Processing (OLAP)	-
7	-	KW	DWH	Data Warehouse Implementation	-
8	-	KW	DM	Data Mining: Association Analysis	-
9	-	KW	DM	Data Mining: Classification	-
10	-	KW	DM	Data Mining: Clustering	-
11	-	KW	DM	Data Mining: Pre-Processing and Validation	-
12	-	SK	IR	IR: Fuzzy String Matching and Free Text Search	-
13	-	SK	IR	IR: Architecture/Models, Search Engines and Crawlers	-
14	-	SK	IR	IR: Web-Information Retrieval, Text Mining	-

Module program FS 2011 ^

Changed

• from DB (40% 5 weeks), DW (20% 3 weeks), DM (20% 3 weeks), IR (20% 3 weeks)
• ..to DB (30% 4 weeks), DW (20% 3 weeks), DM (30% 4 weeks), IR (20% 3 weeks)

Week	Date	Block	Topic	Lecture contents	Comments'
1	-	SK	DB	Object-Oriented Databases. Overview and Introduction (db4o)	-
2	-	SK	DB	Object-Oriented Databases. Query Languages	-
3	-	SK	DB	Hierarchies (XML), Graphs (Recursion) and Key-Value (NoSQL)	-
4	-	SK	DB	Unit Testing (+Data Integration, Quality (duplicates), Masking/Scrambling)?	-
5	-	KW	DWH	From Decision Support to Data Warehouses	-
6	-	KW	DWH	Online Analytical Processing (OLAP)	-
7	-	KW	DWH	Data Warehouse Implementation	-
8	-	KW	DM	Data Mining: Association Analysis	-
9	-	KW	DM	Data Mining: Classification	-
10	-	KW	DM	Data Mining: Clustering	-
11	-	KW	DM	Data Mining: Pre-Processing and Validation	-
12	-	SK	IR	Architecture of IR Systems, IR models, Text indexing	-
13	-	SK	IR	IR models ff., Query operations/languages, Performance evaluation	-
14	-	SK	IR	Web-Information Retrieval, Text Mining	-

Explanations ^

• Abbreviations: DB= databases, DW= dataware houses, DM= Datamining, IR= information retrieval.
• Shortcode for Lecturers: See DMGroupMembers
• Template for lectures: DMLectureTemplate