Information Retrieval BAI515B
Course Code: BAI515B
Credits: 03
CIE Marks: 50
SEE Marks: 50
Total Marks: 100
Exam Hours: 03
Total Hours of Pedagogy: 40H
Teaching Hours/Weeks: [L:T:P:S] 3:0:0:0
Introduction: Information retrieval, IR problem, IR System, The web.
User interfaces for search: Introduction, How people search, Search interfaces today,
Visualization on search interfaces, Design and evaluation of search interfaces.
Modeling: IR models, Classic information retrieval, Alternative set theoretic models, Alternative algebraic models, Alternative probabilistic models, Other models.
Retrieval Evaluation: Retrieval metrics, Reference Collections, User-based evaluation.
Relevance feedback and Query expansion: A framework for feedback methods,
Explicit relevance feedback, Explicit feedback through clicks, Implicit feedback through
local analysis, Implicit feedback through global analysis.
Documents Languages and Properties: Metadata, Document formats, Text properties,
Document preprocessing, Organizing documents, Text compression.
Indexing and Searching: Inverted indexes, Signature files, Suffix trees and suffix arrays, Sequential searching, Multi-dimensional indexing.
Web retrieval: The web, Search engine architectures, Search engine ranking, Managing
web data, Search engine user interaction.
Structured Text Retrieval: Structuring Power, Early text retrieval models, XML retrieval,
XML retrieval evaluation.
Sir please upload information retrieval notes
Sir please upload BAI515B Information Retrieval notes we are not able to read from textbook