{"product_id":"text-mining-with-machine-learning-principles-and-techniques-paperback","title":"Text Mining with Machine Learning: Principles and Techniques - Paperback","description":"\u003cp\u003eby \u003cb\u003eJan Zizka\u003c\/b\u003e (Author), \u003cb\u003eFrantisek Dařena\u003c\/b\u003e (Author), \u003cb\u003eArnost Svoboda\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book provides a perspective on the application of machine learning-based methods in knowledge discovery from natural languages texts. By analysing various data sets, conclusions which are not normally evident, emerge and can be used for various purposes and applications. The book provides explanations of principles of time-proven machine learning algorithms applied in text mining together with step-by-step demonstrations of how to reveal the semantic contents in real-world datasets using the popular R-language with its implemented machine learning algorithms. The book is not only aimed at IT specialists, but is meant for a wider audience that needs to process big sets of text documents and has basic knowledge of the subject, e.g. e-mail service providers, online shoppers, librarians, etc.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe book starts with an introduction to text-based natural language data processing and its goals and problems. It focuses on machine learning, presenting various algorithms with their use and possibilities, and reviews the positives and negatives. Beginning with the initial data pre-processing, a reader can follow the steps provided in the R-language including the subsuming of various available plug-ins into the resulting software tool. A big advantage is that R also contains many libraries implementing machine learning algorithms, so a reader can concentrate on the principal target without the need to implement the details of the algorithms her- or himself. To make sense of the results, the book also provides explanations of the algorithms, which supports the final evaluation and interpretation of the results. The examples are demonstrated using realworld data from commonly accessible Internet sources.\u003c\/p\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eJan Zizka is a consultant in machine learning and data mining. He has worked as a system programmer, developer of advanced software systems, and researcher. For the last 25 years, he has devoted himself to AI and machine learning, especially text mining. He has been a faculty at a number of universities and research institutes. He has authored approximately 100 international publications.\u003c\/p\u003e\u003cp\u003eFrantisek Dařena is an associate professor and the head of the Text Mining and NLP group at the Department of Informatics, Mendel University, Brno. He has published numerous articles in international scientific journals, conference proceedings, and monographs, and is a member of editorial boards of several international journals. His research includes text\/data mining, intelligent data processing, and machine learning.\u003c\/p\u003e\u003cp\u003eArnost Svoboda is an expert programer. His speciality includes programming languages and systems such as R, Assembler, Matlab, PL\/1, Cobol, Fortran, Pascal, and others. He started as a system programmer. The last 20 years, Arnost has worked also as a teacher and researcher at Masaryk University in Brno. His current interest are machine learning and data mining.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 368\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.8 x 9.2 x 6.1 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e June 30, 2021\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42744151867455,"sku":"9781032086217","price":110.14,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/d975e8fd28ed80b4854b277b1d088e97.webp?v=1765167222","url":"https:\/\/dhl-adrianne.myshopify.com\/products\/text-mining-with-machine-learning-principles-and-techniques-paperback","provider":"BBB","version":"1.0","type":"link"}