|
Topic
|
No. of hours
|
Lecture
|
Tutorial/Practical
|
|
Introduction to Information Storage and Retrieval
|
3
|
3
|
-
|
|
Faceted classification of IR systems
- IR and other types of information systems
- IR system evaluation
|
3
|
3
|
-
|
|
Retrieval Models I
- Boolean retrieval
- Inverted file index
|
3
|
3
|
-
|
|
Retrieval Models II
- Vector space retrieval
- SMART system demonstration
- Talking about reading and writing assignment.
|
3
|
3
|
-
|
|
Retrieval Model III
- Latent Semantic Indexing
- Search Engine Watch.
|
3
|
3
|
-
|
|
NLP and IR system
- Lexical analysis and stop lists
- Stemming algorithm
- Term phase formation
- Thesaurus group generation
|
6
|
3
|
-
|
|
Text Analysis and Language Processing I
- Linguistic approach
- Dictionary operations
- Syntactic analysis
|
3
|
3
|
-
|
|
Text Analysis and Language Processing II
- Knowledge-based processing
- Specialized language processing
|
3
|
3
|
-
|
|
Theory of Term Importance
- Ziff's law
- Term frequency
- Invert-document frequency
|
6
|
3
|
-
|
|
Performance Evaluation in IR
- Recall-precision graphs
- Average precision at k document cutoff values
|
3
|
3
|
-
|
|
Introduction to Information Storage and Retrieval
|
3
|
3
|
-
|
|
Faceted classification of IR systems
- IR and other types of information systems
- IR system evaluation
|
3
|
3
|
-
|
|
Retrieval Models I
- Boolean retrieval
- Inverted file index
|
3
|
3
|
-
|
|
Retrieval Models II
- Vector space retrieval
- SMART system demonstration
- Talking about reading and writing assignment.
|
3
|
3
|
-
|
