Abstract

In the recent years with the advancement in technology, a lot of information is available in different formats and extracting the knowledge from that data has become a very difficult task. Due to the vast amount of information available on the web, users are finding it difficult to extract relevant information or create new knowledge using information available on the web. To solve this problem Web mining techniques are used to discover the interesting patterns from the hidden data .Web Usage Mining (WUM), which is one of the subset of Web Mining helps in extracting the hidden knowledge present in the Web log files , in recognizing various interests of web users and also in discovering customer behaviours. Web Usage mining includes different phases of data mining techniques called Data Pre-processing, Pattern Discovery & Pattern Analysis. This paper presents an updated focused survey on various sequential pattern mining algorithms like apriori-based algorithm , Breadth First Search-based strategy, Depth First Search strategy, sequential closed-pattern algorithm and Incremental pattern mining algorithm which are used in Pattern Discovery Phase of WUM. At last , a comparison is done based on the important key features present in these algorithms. This study gives us better understanding of the approaches of sequential pattern mining.

Highlights

  • Turkish Journal of Computer and Mathematics EducationA Review on Design and Development Of Sequential Patterns Algorithms In Web Usage Mining

  • Humans produce and publish more amount of data when compared to past

  • Web Usage Mining (WUM) is the process of extracting useful information from web log based on users’ needs .Web data preprocessing should be done on the huge data present in the web iinorder to get the user needed information

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Summary

Turkish Journal of Computer and Mathematics Education

A Review on Design and Development Of Sequential Patterns Algorithms In Web Usage Mining. V Aruna a, Dr Harsh Pratap Singh b and Dr D. Of Computer Science & Engineering, Sri Satya Sai University of Technology & Medical Sciences, Sehore, Bhopal Indore Road, Madhya Pradesh, India b Research Guide, Dept. Of Computer Science & Engineering, Sri Satya Sai University of Technology & Medical Sciences, Sehore, Bhopal Indore Road, Madhya Pradesh, India cResearch Co-Guide,Malla Reddy College of Engineering & Technology. Article History: Received: 11 January 2021; Accepted: 27 February 2021; Published online: 5 April 2021

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