Syllabus

JNTUH B.Tech 2016-2017 (R16) Detailed Syllabus Information Systems

Information Systems Detailed Syllabus for B.Tech third year second sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.

The detailed syllabus for Information Systems B.Tech 2016-2017 (R16) third year second sem is as follows.

B.Tech. III Year II Sem.                   L/T/P/C
Course Code:EM63PE                       3/0/0/3

UNIT – I: Introduction: Definition, Objectives, Functional Overview, Relationship to DBMS, Digital Libraries and Data Warehouses, Information Retrieval System Capabilities – Search, Browse, Miscellaneous.

UNIT – II:  Cataloging and Indexing: Objectives, Indexing Process, Automatic Indexing, Information Extraction, Data Structures: Introduction, Stemming Algorithms, Inverted File Structures, NGram Data Structure, PAT Data Structure, Signature File Structure, Hypertext Data Structure – Automatic Indexing: Classes of Automatic Indexing, Statistical Indexing, Natural Language, Concept Indexing, Hypertext Linkages.

UNIT – III: Document and Term Clustering: Introduction, Thesaurus Generation, Item Clustering, Hierarchy of Clusters – User Search Techniques: Search Statements and Binding, Similarity Measures and Ranking, Relevance Feedback, Selective

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TEXT BOOKS:

  • Information Storage and Retrieval Systems: Theory and Implementation by Kowalski, Gerald, Mark T Maybury, Springer.
  • Modern Information Retrieval by Ricardo Baeza-Yates, Pearson Education, 2007.
  • Information Retrieval: Algorithms and Heuristics by David A Grossman and Ophir Frieder, 2nd Edition, Springer, 2004.

REFERENCES:

  • Information Retrieval Data Structures and Algorithms by William B Frakes, Ricardo Baeza-Yates, Pearson Education, 1992.
  • Information Storage & Retrieval by Robert Korfhage – John Wiley & Sons.
  • Introduction to Information Retrieval by Christopher D. Manning and Prabhakar Raghavan, Cambridge University Press, 2008.

For all other B.Tech 3rd Year 2nd Sem syllabus go to JNTUH B.Tech Electronics and Computer Engineering 3rd Year 2nd Sem Course Structure for (R16) Batch.

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