Artificial Intelligence By Example

k-nearest neighbor algorithm

No matter how you address a linguistic problem, it will always boil down to the word "context". When somebody does not understand somebody else, they say, you took my words out of their context or that is not what I meant; let me explain...

In Chapter 16, Improve the Emotional Intelligence Deficiencies of Chatbots, the embedding Word2Vector method will be explored. In any case, "proximity" and "nearness" remain the key concepts.

As explained before, in many cases, you cannot translate a word or expression without a lexical field. The difficulty remains proportional to the polysemy property as the program will show.

Using the k-nearest neighbor (KNN) algorithm as a classification method can prove extremely useful. ...