(0) Cover
(1) Semantic Similarity
(2) Semantic Similarity
(3) Motivation
(4) Use Existing Lexical Resources
(5) Synset Example
(6) Example of WordNet Relations\small
(7) Pros and Cons
(8) Learning Similarity from Corpora
(9) Learning Similarity from Corpora
(10) Example
(11) Vector Space Model
(12) Document-by-word Matrix
(13) Parameters of Vector-Space Model
(14) Similarity Measures
(15) Clustering
(16) Taxonomy of Clustering Algorithms
(17) Examples
(18) Examples
(19) K-Means Algorithm
(20) K-Means Algorithm: Example
(21) Properties
(22) Hierarchical clustering
(23) Similarity Functions
(24) Similarity Functions
(25) Evaluating Clustering Methods
(26) Evaluating Clustering Methods
(27) Task-Based Evaluation
(28) Summary\small


Postscript