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This book is about Information Retrieval (IR), particularly Classical Information Retrieval (CIR). It looks at these topics through their mathematical roots. The mathematical bases of CIR are briefly reviewed, followed by the most important and interesting models of CIR, including Boolean, Vector Space, and Probabilistic.
Mathematics is a foundation and building block of all areas of knowledge. It particularly affects disciplines concerned with information organization, storage, retrieval, and exchange. Information is manipulated using computers, and computers have a mathematical basis. The word “computer” reveals this relationship. Students and practitioners of computer science, library and information science (LIS), and communications need a foundation in mathematics. IR, a subfield in all these disciplines, also needs mathematics as a common and formal language. Understanding CIR is not possible without basic mathematical knowledge.
The primary goal of book is to create a context for understanding the principles of CIR by discussing its mathematical bases. This book can be helpful for LIS students who are studying IR but have no knowledge of mathematics. Weakness in math impairs the ability to understand current issues in IR. While LIS students are the main target of this book, it may be of interest to computer science and communications students as well.
Alimohammadi, Dariush and Bolin, Mary , Editor, "Mathematics for Classical Information Retrieval" (2010). Zea E-Books Collection. 3.