Create your own awesome maps

Even on the go

with our free apps for iPhone, iPad and Android

Get Started

Already have an account?
Log In

IR 2008 syllabus by Mind Map: IR 2008 syllabus
0.0 stars - 0 reviews range from 0 to 5

IR 2008 syllabus

Lectures

Introduction

Overveiw

boolean retrieval, incedence matrix, inverted file index, query optimization

Dictionaries?

Vocabulary

Dictionaries

Phrase and wildcard queries

Index construction & compression

BSBI

SPIMI

Distributed indexing

Dictionary Compression

Posting compression

Vector space model and Term Frequancy

TF

tf-idf

vector space

Naive Bayes classifier (document classification?)

Naive Bayes

Evaluation

Assumptions

Linear classification + relevance feedback

Feature selection

Linear classifier

Relevance feedback

Query expansion

Document clustering

Clustering

K-means

Evaluation

k selection

Hyperlink Analysis

Anchors

PageRank

HITS

Web search

Web IR

Ads & Spam

Size of Web

Web search & recommender Systems

Size of Web

Duplicate detection

Recommender Systems

Tutorials

Statistics and Machine Learning Basiscs

Probability

Naive Bayes

Linear classifier

Overfitting and VC dimensions

Evaluation of classifiers

Holdout

Cross validation

ROC

Clustering

EM

Mean shift

Clustering stability

Projects

Boolean Model and Term Vocabulary

phase 1

phase 2

Vector Space Model and Query Expansion

phase 1

phase 2

Spam Filtering (Document Classification)

Hyperlink Analysis