Download Now [PDF] CS8080 INFORMATION RETRIEVAL TECHNIQUES Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank
CS8080 INFORMATION RETRIEVAL TECHNIQUES Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank Download Link is Provided Below. You can Download Easily From Studymaterialspdf.com
CS8080 INFORMATION RETRIEVAL TECHNIQUES Lecture Notes Download
Search Tags :
INFORMATION RETRIEVAL TECHNIQUES Lecture Notes Download
INFORMATION RETRIEVAL TECHNIQUES Important 16 marks question with answers
CS8080 INFORMATION RETRIEVAL TECHNIQUES Important 2 Marks Question with answers
CS8080 INFORMATION RETRIEVAL TECHNIQUES Question bank with answers
CS8080 INFORMATION RETRIEVAL TECHNIQUES Books Download
| CS8080 INFORMATION RETRIEVAL TECHNIQUES Lecture Notes Download | CS8080 INFORMATION RETRIEVAL TECHNIQUES Lecture Notes Download |
| Department | Computer Science Engineering |
| Year | 4th Year |
| Semester | 8th Semester |
| University | Anna University |
| Regulation | R2017 |
| Subject Code | CS8080 |
| Subject Name | INFORMATION RETRIEVAL TECHNIQUES |
| Download File | CS8080 INFORMATION RETRIEVAL TECHNIQUES Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank |
CS8080 INFORMATION RETRIEVAL TECHNIQUES Syllabus
UNIT I INTRODUCTION
Information Retrieval – Early Developments – The IR Problem – The User‗s Task – Information versus Data Retrieval – The IR System – The Software Architecture of the IR System – The Retrieval and Ranking Processes – The Web – The e-Publishing Era – How the web changed Search – Practical Issues on the Web – How People Search – Search Interfaces Today – Visualization in Search Interfaces.
UNIT II MODELING AND RETRIEVAL EVALUATION
Basic IR Models – Boolean Model – TF-IDF (Term Frequency/Inverse Document Frequency) Weighting – Vector Model – Probabilistic Model – Latent Semantic Indexing Model – Neural Network Model – Retrieval Evaluation – Retrieval Metrics – Precision and Recall – Reference Collection – User-based Evaluation – Relevance Feedback and Query Expansion – Explicit Relevance Feedback.
UNIT III TEXT CLASSIFICATION AND CLUSTERING
A Characterization of Text Classification – Unsupervised Algorithms: Clustering – Naïve Text Classification – Supervised Algorithms – Decision Tree – k-NN Classifier – SVM Classifier – Feature Selection or Dimensionality Reduction – Evaluation metrics – Accuracy and Error – Organizing the classes – Indexing and Searching – Inverted Indexes – Sequential Searching – Multi-dimensional Indexing.
UNIT IV WEB RETRIEVAL AND WEB CRAWLING
The Web – Search Engine Architectures – Cluster based Architecture – Distributed Architectures – Search Engine Ranking – Link based Ranking – Simple Ranking Functions – Learning to Rank – Evaluations — Search Engine Ranking – Search Engine User Interaction – Browsing – Applications of a Web Crawler – Taxonomy – Architecture and Implementation – Scheduling Algorithms – Evaluation.
UNIT V RECOMMENDER SYSTEM
Recommender Systems Functions – Data and Knowledge Sources – Recommendation Techniques – Basics of Content-based Recommender Systems – High Level Architecture – Advantages and Drawbacks of Content-based Filtering – Collaborative Filtering – Matrix factorization models – Neighborhood models.
Keyword Tags for search:
INFORMATION RETRIEVAL TECHNIQUES Lecture Notes Download
INFORMATION RETRIEVAL TECHNIQUES Important 16 marks question with answers
CS8080 INFORMATION RETRIEVAL TECHNIQUES Important 2 Marks Question with answers
CS8080 INFORMATION RETRIEVAL TECHNIQUES Question bank with answers
CS8080 INFORMATION RETRIEVAL TECHNIQUES Books Download
Download (CS8080 INFORMATION RETRIEVAL TECHNIQUES Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank)
CS8080 INFORMATION RETRIEVAL TECHNIQUES – Download (CS8080 INFORMATION RETRIEVAL TECHNIQUES Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank)
CS8080 INFORMATION RETRIEVAL TECHNIQUES Lecture Notes Collection
CS8080 INFORMATION RETRIEVAL TECHNIQUES Notes ( UNIT 1 – UNIT 5) – Download
CS8080 INFORMATION RETRIEVAL TECHNIQUES Question Bank With Answers
CS8080 INFORMATION RETRIEVAL TECHNIQUES Question Bank With Answers – Download
Can’t download? Let us know in the comment section.
CS8080 INFORMATION RETRIEVAL TECHNIQUES 2 Mark Question With Answers
CS8080 INFORMATION RETRIEVAL TECHNIQUES 2 Mark Question With Answers – Download
CS8080 INFORMATION RETRIEVAL TECHNIQUES 16 Mark Question With Answers
CS8080 INFORMATION RETRIEVAL TECHNIQUES 16 Mark Question With Answers – Download
