Modern Information Retrieval (CS-7004) - B.E RGPV CBCS & CBGS Scheme Notes
Modern Information Retrieval (CS-7004)
Modern Information Retrieval (CS-7004) RGPV notes CBGS Bachelor of engineering

rgpv bhopal, diploma, rgpv syllabus, rgpv time table, how to get transcript from rgpv, rgpvonline,rgpv question paper, rgpv online question paper, rgpv admit card, rgpv papers, rgpv scheme

RGPV notes CBGS Bachelor of engineering

Syllabus

UNIT 1:
Introduction: Information versus data retrieval, the retrieval process, taxonomy of Information Retrieval Models.

UNIT 2:
Classic Information Retrieval Techniques: Boolean Model, Vector model, Probabilistic Model, comparison of classical models. Introduction to alternative algebraic models such as Latent Semantic Indexing etc.

UNIT 3:
Keyword based Queries, User Relevance Feedback: Query Expansion and Rewriting, Document preprocessing and clustering, Indexing and Searching: Inverted Index construction, Introduction to Pattern matching.

UNIT 4:
Web Search: Crawling and Indexes, Search Engine architectures, Link Analysis and ranking algorithms such as HITS and PageRank, Meta searches, Performance Evaluation of search engines using various measures, Introduction to search engine optimization.

UNIT 5:
5. Introduction to online IR Systems, Digital Library searches and web Personalization.


NOTES


Text Books

1. Ricardo Baeza-Yates and Berthier Ribeiro-Neto, “Modern Information Retrieval” Pearson Education
2. C. Manning, P. Raghvan and H. Schutze, “Introduction to Information Retrieval”, Cambridge University Press.


Books Recommended

1. Amy N. Langville and Carl D. Meyer, “Google’s PageRank and Beyond: The Science of Search Engine Rankings”, Princeton University Press
2. Pierre Baldi, Paolo Frasconi and PadhraicSmythe, “Modelling the internet and the web: Probabilistic methods and Algorithms”, John Wiley


You May Also Like

Follow Author Here:

Services

COMPLETELY FREE !!!

Yup, everything is free....

NO REGISTRATION REQUIRED

User doesn't have to register for accessing the files, all the files are free & universally accessible without any condition or restriction.

RESPONSIVE DESIGN & USER-FRIENDLY

Our webpages are responsive & user-friendly, which means it will automatically adjust according to your device screen size and you will find stuff without ant hustle.

DIRECT DOWNLOAD LINKS WITH HIGN SPEED

All the files are uploaded on our super-fast servers so that they can be easily downloaded with high speed.

NEW PROJECTS

For providing a better experience to our users we are developing our Android application, the application will have a lot of awesome features so stay tuned ;).

AWESOME SUPPORT TEAM

Our AI-powered Chatbots are always here to help you so, feel free to ask any question or report if you face any problem. Our team also monitors all chatbots traffic & they will contact you if chatbot fails to help.

Contact Us