Real-world text mining using machine learning
On April 21st, 2012, Jan ižka (Mendel University, Brno, Czech Republic) will give a talk at the Automated Natural Language Processing Workshop.
He will read a report on the use of machine learning to extract information from texts. Application of various algorithms and interpretation of results will be considered.
Separately, the results of applying these methods to real data will be shown on the example of the analysis of user reviews on hotels.
The report will be read in English.
Annotation from the speaker:
Today, huge volumes of text data are available, especially on the Internet. Very often, the data is not structured. It can be used to ensure that it can be used. It can be "manually" within an acceptable time. The algorithms called machine learning. Mining learning based on the existing examples.
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It deals with text mining. This is a series of programs, including a selection of suitable algorithms and interpreting the results.
In the second part of the world of data will be presented. The appraisals of customers' reviews are provided by the hotel. The reviews are written by customers in many languages. The words were phrases in several languages, including English, Spanish, French, German, Japanese, Russian, Czech, and others.
Perhaps we will be able to raise the online broadcast. Before the seminar, this will be announced on the seminar twitter: https://twitter.com/#!/nlpseminar
He will read a report on the use of machine learning to extract information from texts. Application of various algorithms and interpretation of results will be considered.
Separately, the results of applying these methods to real data will be shown on the example of the analysis of user reviews on hotels.
The report will be read in English.
Annotation from the speaker:
Today, huge volumes of text data are available, especially on the Internet. Very often, the data is not structured. It can be used to ensure that it can be used. It can be "manually" within an acceptable time. The algorithms called machine learning. Mining learning based on the existing examples.
')
It deals with text mining. This is a series of programs, including a selection of suitable algorithms and interpreting the results.
In the second part of the world of data will be presented. The appraisals of customers' reviews are provided by the hotel. The reviews are written by customers in many languages. The words were phrases in several languages, including English, Spanish, French, German, Japanese, Russian, Czech, and others.
Perhaps we will be able to raise the online broadcast. Before the seminar, this will be announced on the seminar twitter: https://twitter.com/#!/nlpseminar
Source: https://habr.com/ru/post/142235/
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