Web Searching and Mining
β Scribed by Debajyoti Mukhopadhyay
- Publisher
- Springer Singapore
- Year
- 2019
- Tongue
- English
- Leaves
- 176
- Series
- Cognitive Intelligence and Robotics
- Edition
- 1st ed.
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
This book presents the basics of search engines and their components. It introduces, for the first time, the concept of Cellular Automata in Web technology and discusses the prerequisites of Cellular Automata. In todayβs world, searching data from the World Wide Web is a common phenomenon for virtually everyone. It is also a fact that searching the tremendous amount of data from the Internet is a mammoth task β and handling the data after retrieval is even more challenging. In this context, it is important to understand the need for space efficiency in data storage. Though Cellular Automata has been utilized earlier in many fields, in this book the authors experiment with employing its strong mathematical model to address some critical issues in the field of Web Mining.
β¦ Table of Contents
Front Matter ....Pages i-xvi
Introduction (Debajyoti Mukhopadhyay, Sukanta Sinha, Sukanta Sinha)....Pages 1-27
Preliminaries on Cellular Automata (Debajyoti Mukhopadhyay, Anirban Kundu)....Pages 29-35
Design of SMACA (Debajyoti Mukhopadhyay, Anirban Kundu)....Pages 37-50
SMACA Usage in Indexing Storage of a Search Engine (Debajyoti Mukhopadhyay, Anirban Kundu)....Pages 51-63
Cellular Automata in Web-Page Ranking (Debajyoti Mukhopadhyay, Anirban Kundu)....Pages 65-74
Web-Page Indexing Based on the Prioritize Ontology Terms (Debajyoti Mukhopadhyay, Sukanta Sinha)....Pages 75-84
Domain-Specific Crawler Design (Debajyoti Mukhopadhyay, Sukanta Sinha)....Pages 85-112
Structural Change of Domain-Specific Web-Page Repository for Efficient Searching (Debajyoti Mukhopadhyay, Sukanta Sinha)....Pages 113-144
Domain-Specific Web-Page Prediction (Debajyoti Mukhopadhyay, Sukanta Sinha)....Pages 145-154
Domain-Specific Lucky Searching (Debajyoti Mukhopadhyay, Sukanta Sinha)....Pages 155-166
β¦ Subjects
Computer Science; Database Management; Data Mining and Knowledge Discovery; Information Storage and Retrieval
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