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The Role of Web Usage Mining in Web Based Learning Environments

Umarani J, Thangaraju G, Kavitha S
2017 International Journal of Engineering and Technology  
Web mining is the series of task used for mining or extracting useful information from the web pages or web sites.  ...  This paper discusses the benefits and usefulness of web usage mining methods in online learning environment.  ...  Her current area of research interests Data Mining and warehousing, Distributed Data Base and software metrics.  ... 
doi:10.21817/ijet/2017/v9i5/170905326 fatcat:to5mfb53sbfvxp7xau23kgh4qu

WEB USAGE MINING FOR IMPROVE WEB BASED LEARNING ENVIRONMENTS

N.Mangalam
2019 Zenodo  
Web mining is the series of task used for mining or extracting useful information from the web pages or web sites.  ...  This paper discusses the benefits and usefulness of web usage mining methods in online learning environment.  ...  The role of web usage mining in web applications evaluation are analyzed with the some steps of operations, they are data preprocessing, pattern discovery and pattern analysis.  ... 
doi:10.5281/zenodo.2653594 fatcat:vnycoq5vjzhzvdm3jbjz74fgpy

An Approach for Customer Behavior Analysis Using Web Mining

Preeti Sharma, SANJAY KUMAR
2017 International journal of computer and communication technology  
Web mining is the application of data mining techniques to discover patterns from the Web through content mining, structure mining, and usage mining.  ...  Customer satisfaction is the key secret of success for all industries regardless of whether it is web enabled or not. This paper focuses the role of web mining in achieving a viable edge in business.  ...  usage patterns discovered from server logs.  ... 
doi:10.47893/ijcct.2017.1390 fatcat:tgdpyc7blre4falqqsrj3t4yqa

Knowledge Extraction for Semantic Web using Web Mining with Ontology

Dipali Panchal, Sharvari S. Govilkar
2014 International Journal of Computer Applications  
Web structure mining has used in developing ontologies and help to retrieving process. Keywords Web mining, web content mining, web usage mining, web structure mining, ontology.  ...  This paper presents two web mining techniques namely, web content mining and web usage mining in the process of extracting conceptual relationships, and applying web structure mining process which focus  ...  WEB USAGE MINING Web usage mining is the application of data mining techniques to discover interesting usage patterns from web data, in order to understand and better serve the needs of webbased applications  ... 
doi:10.5120/18922-0266 fatcat:4gtoweyrsrc6lghw4fa7d5andy

Comparison Analysis of Web Usage Mining Using Pattern Recognition Techniques

Nanhay Singh, Achin Jain, Ram Shringar Raw
2013 International Journal of Data Mining & Knowledge Management Process  
Web usage mining is the application of data mining techniques to better serve the needs of web-based applications on the web site.  ...  We have taken the web log data from the "NASA" web server which is analyzed with "Web Log Explorer". Web Log Explorer is a web usage mining tool which plays the vital role to carry out this work.  ...  WEB USAGE MINING WITH PATTERN RECOGNITION Web usage mining is the process to automatic discovery of user access patterns from web servers.  ... 
doi:10.5121/ijdkp.2013.3410 fatcat:2tfsrnkfh5asfbo6si2ydlajpi

Web Usage Minning using Patterns with Different Algorithm

2017 VFAST Transactions on Software Engineering  
Web usage mining is a part of data mining. Data usage mining is divided into three parts 1) Data content mining 2) Data structured mining 3) Data usage mining.  ...  Web usage mining having three sub parts which is reprocessing, data discovery and data analysis. Further, in this paper, details about web log files are discussed.  ...  Web usage mining is further divided into three parts. i) Web server data ii) Application server data iii) Application level data.  ... 
doi:10.21015/vtse.v12i1.497 fatcat:knm7ahzbzjhf3mtlcc2eelz4ta

Literature Survey on Web Mining

Geeta R Bharamagoudar
2012 IOSR Journal of Computer Engineering  
Web Mining is the process of retrieving non-trivial and potentially useful information or patterns from web.  ...  Web mining is universal set of Web Structure Mining, Web Usage Mining and Web content Mining. This paper describes and compares these three categories.  ...  WEB MINING CATEGORIES Web mining technology provides techniques to extract knowledge from web data. Web Mining is universal set of Web Structure mining, Web Usage mining and Web Content Mining.  ... 
doi:10.9790/0661-0543136 fatcat:wq3qmgojcbfzblqestmdvmfbam

An Efficient path Completion and Construction with Candidate key Constrained Clustering Algorithm in web Mining

J. Umarani
2020 Bioscience Biotechnology Research Communications  
Web usage Mining is a kind of the web analysis, pre-processing stage in WUM consists the following Data Cleaning, user identification, session identification and path completion (path added).  ...  Web log is the most valuable input of the web analysis with WUM. Web log information is collected from the server, client and proxy server; in these missed some of the information's.  ...  In addition to that they also depicts the some of web usage mining application and also represents performance of web usage mining, what are the requirements to the web usage mining , represents the functionality  ... 
doi:10.21786/bbrc/13.13/38 fatcat:mnqacnqffvhqvimqwkmmgbpjva

A Proposed Paradigm for Enhancing Customer Retention using Web Usage Mining

Merna Ashraf, Shimaa Ouf, Yehia Helmy
2020 International Journal of Computer Applications  
The purpose of this research is to improve customer retention by merging five data mining techniques in the pattern discovery phase of web usage mining in order to enhance the recommender system that will  ...  Because many businesses face problems in how to benefit from this huge amount of data that come from the internet, this leads to the emergence of web mining, web mining uses data mining techniques to improve  ...  Web usage mining is the process of finding out and extracting what users are looking for on the internet, by using data mining techniques to discover usage patterns from web data and to better serve the  ... 
doi:10.5120/ijca2020919772 fatcat:pxf5k6qovrfy5hwwnbebjg2dhu

Qualitative Evolution of Performance and Validity Indices for Web Usage Mining

Narendra Kumar Kachhwaha, Bhupendra K Malviya
2017 International Journal of Advanced Research in Computer Science and Software Engineering  
This paper is presents work done in the web usage mining. Finally a glance of various applications of web usage mining is presented.  ...  Web usage mining has three phases as pre-processing, pattern detection and pattern learning.  ...  APPLICATIONS OF WEB USAGE MINING Web usage mining has various applications areas for example site reorganization, web link prediction, web personalization and pre-fetching.  ... 
doi:10.23956/ijarcsse/sv7i5/0198 fatcat:d654x5uchbenbft2bp5szckbva

Discovery of Frequent Usage Pattern for Web Data to Optimized Web based Applications

Jaswinder Kaur, Kanwal Garg
2016 International Journal of Computer Applications  
Web usage mining plays an important role in discovering frequent pattern from Web data, that helps to better serve the need of Web based applications.  ...  Further, researcher also proposed Modified Apriori algorithm which helps in extracting frequent usage pattern using average support.  ...  INTRODUCTION Web log mining also known as Web Usage mining is application of mining techniques aimed to obtain interesting and frequent user access patterns from web log files, browser logs or proxy server  ... 
doi:10.5120/ijca2016910865 fatcat:s3esizizxjeldmt6u2usqzd3sm

Behaviour Recovery and Complicated Pattern Definition in Web Usage Mining [chapter]

Long Wang, Christoph Meinel
2004 Lecture Notes in Computer Science  
So user behaviours recovery and pattern definition play more important roles in web mining than other applications.  ...  Data mining includes four steps: data preparation, pattern mining, and pattern analysis and pattern application.  ...  Introduction Web usage mining is an application of data mining methods in web field.  ... 
doi:10.1007/978-3-540-27834-4_65 fatcat:ivkzuhtaajc2fcautsi4eom6h4

A Survey on Ontology based Web Usage Mining

Vandana M. Patil, J. B. Patil
2016 International Journal of Database Theory and Application  
Recent studies show that, semantically enriched Web Usage Mining enhances the quality of discovered patterns.  ...  The semantically enriched Web is called as Semantic Web, and this new form of Web Usage mining is called as Semantic Web Usage Mining.  ...  Web Usage Mining Web Usage Mining is a process of extracting interesting patterns from Web log file. Hence, it is also called as Web log mining.  ... 
doi:10.14257/ijdta.2016.9.12.18 fatcat:ucvb4c464fcd5jkz2bijigdhvi

Business Intelligence: A Rapidly Growing Option through Web Mining [article]

Priyanka Rahi (Department of Computer Science H.P. University, Shimla, H.P., India)
2012 arXiv   pre-print
To this end, the chapter provides an introduction to the field of Web mining and examines existing as well as potential Web mining applications applicable for different business function, like marketing  ...  Web usage mining techniques are attempted to reason about different materialized issues of Business Intelligence which include marketing expertise as domain knowledge and are specifically designed for  ...  Web usage mining [Srivastava et al., 2000] is the application of data mining techniques to discover usage pattern from Web data, in order to understand and better serve the needs of Web-based applications  ... 
arXiv:1208.5875v1 fatcat:6kmjryhdyfg5pinod4nvfgn3cy

A Review Of Trends In Research On Web Mining

Manoj Pandia, Subhendu Kumar Pani, Sanjay Kumar Padhi, Lingaraj Panigrahy, R. Ramakrishna
2011 International Journal of Instrumentation Control and Automation  
web mining besides proving an overall view of Web mining.  ...  Web mining research relates to several research communities such as Database, information Retrieval and Artificial intelligence, visualization.This paper reviews the research and application issues in  ...  the clustering in the process of pattern discovery is a bridge to web content and structure mining from usage mining.  ... 
doi:10.47893/ijica.2011.1007 fatcat:arv3ub66ljdoxix7be4vve37pi
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