Information Retrieval Systems detailed syllabus for Master of Computer Applications (MCA), R20 regulation has been taken from the JNTUH official website and presented for the students affiliated to JNTUH course structure. For Course Code, Subject Names, Theory Lectures, Tutorial, Practical/Drawing, Credits, and other information do visit full semester subjects post given below. The syllabus PDF files can also be downloaded from the universities official website.
For all the other MCA 2nd Year 1st Sem syllabus for R20 regulation JNTUH, visit Master of Computer Applications 2nd Year 1st Sem R20 Scheme.
For all the (Professional Elective-1) subjects refer to Professional Elective-1 Scheme. The detail syllabus for information retrieval systems is as follows.
Prerequisites:
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Course Objectives:
- To learn the different models for information storage and retrieval.
- To learn about the various retrieval utilities.
- To understand indexing and querying in information retrieval systems.
- To expose the students to the notions of structured and semi structured data.
- To learn about web search.
Course Outcomes:
- Ability to formulate an efficient problem space for a problem expressed in natural language.
- Select a search algorithm for a problem and estimate its time and space complexities.
- Possess the skill for representing knowledge using the appropriate technique for a given problem.
- Possess the ability to apply AI techniques to solve problems of game playing, and machine learning.
Unit -I
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Unit -II
Retrieval Utilities: Relevance feedback, clustering, N-grams, Regression analysis, Thesauri.
Unit -III
Retrieval Utilities: Semantic networks, parsing Cross -Language: Information Retrieval: Introduction, Crossing the Language barrier.
Unit -IV
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Unit -V
Integrating Structured Data and Text: A historical progression, Information retrieval as relational application, Semi Structured search using a relational schema. Distributed Information Retrieval: A theoretical Model of Distributed retrieval, web search
Text Books:
- David A. Grossman, Ophir Frieder, Information Retrieval – Algorithms and Heuristics, Springer, 2nd Edition (Distributed by Universal Press), 2004
Reference Books:
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier..
For detail syllabus of all other subjects of 2nd Year 1st Sem Master of Computer Applications, visit MCA 2nd Year 1st Sem syllabus subjects.
For all MCA results, visit JNTUH MCA all years, and semester results from direct links.