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Comparison Analysis of Web Usage Mining Using Pattern Recognition Techniques

Nanhay Singh, Achin Jain, Ram Shringar Raw
<span title="2013-07-31">2013</span> <i title="Academy and Industry Research Collaboration Center (AIRCC)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/g4vvv6juibahrh75gvtebymkwq" style="color: black;">International Journal of Data Mining &amp; Knowledge Management Process</a> </i> &nbsp;
Web usage mining is the application of data mining techniques to better serve the needs of web-based applications on the web site.  ...  Pattern recognition is defined as the act of taking in raw data and making an action based on the 'category' of the pattern.  ...  In [9] author introduced a novel approach growing neural gas which is a kind of neural network, in the process of web usage mining to detect user's patterns.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijdkp.2013.3410">doi:10.5121/ijdkp.2013.3410</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2tfsrnkfh5asfbo6si2ydlajpi">fatcat:2tfsrnkfh5asfbo6si2ydlajpi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180820170529/http://aircconline.com:80/ijdkp/V3N4/3413ijdkp10.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5d/11/5d11788da68680dd2d2a524ecf1c3194be1e9855.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5121/ijdkp.2013.3410"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A survey- web mining tools and technique

<span title="">2016</span> <i title="S N Education Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ateltibzivfprkxgdebcbpromm" style="color: black;">International Journal of Latest Trends in Engineering and Technology</a> </i> &nbsp;
This analysis is used for the integration and comparison of web page schemas. C. Web Usage Mining: Web usage mining is based on the usage of the web user.  ...  Data Collection: Data collection is the process of collection relevant information and usage pattern trends, which is useful to improve performance and management of the web servers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21172/1.74.028">doi:10.21172/1.74.028</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6gkkbxca7zas5kiiczbi4byzwi">fatcat:6gkkbxca7zas5kiiczbi4byzwi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180601201309/http://www.ijltet.org/journal/148051936028.1242.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/32/c3/32c342bf5635870060212d057333bea237bc4ec8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21172/1.74.028"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

The Role of Web Usage Mining in Web Based Learning Environments

Umarani J, Thangaraju G, Kavitha S
<span title="2017-10-31">2017</span> <i title="ENGG Journals Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rm2oud7tpnfwtpubgeudnvvonm" style="color: black;">International Journal of Engineering and Technology</a> </i> &nbsp;
The Web offers several opportunities in the field of education. With the immense expansion of information available on the web, web mining has become appropriate for the web based learning systems.  ...  This paper discusses the benefits and usefulness of web usage mining methods in online learning environment.  ...  His current area of research interests Data warehousing, Distributed Data Base and software metrics  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21817/ijet/2017/v9i5/170905326">doi:10.21817/ijet/2017/v9i5/170905326</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/to5mfb53sbfvxp7xau23kgh4qu">fatcat:to5mfb53sbfvxp7xau23kgh4qu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720100651/http://www.enggjournals.com/ijet/docs/IJET17-09-05-326.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/22/6a/226ac65451c2b29f4f4a48ce09c2897584dd1baa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21817/ijet/2017/v9i5/170905326"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Neuro-Fuzzy Based Hybrid Model for Web Usage Mining

G. Shivaprasad, N.V. Subba Reddy, U. Dinesh Acharya, Prakash K. Aithal
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cx3f4s3qmfe6bg4qvuy2cxezyu" style="color: black;">Procedia Computer Science</a> </i> &nbsp;
Web Usage mining consists of three main steps: Pre-processing, Knowledge Discovery and Pattern Analysis.  ...  Also, Web Usage Mining uncovers the hidden patterns underlying the Web Log Data.  ...  Pai Polytechnic, Manipal for facilitating collection of Web Log Data and making available the collected data for the research purposes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2015.06.038">doi:10.1016/j.procs.2015.06.038</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/isgjyhnmxrh7xmwxnarqs2wtom">fatcat:isgjyhnmxrh7xmwxnarqs2wtom</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190412031429/https://core.ac.uk/download/pdf/82525888.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/94/ea/94ea26969eee30d44a271d08890666e7519576ab.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2015.06.038"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Data Mining: Web Data Mining Techniques, Tools and Algorithms: An Overview

Muhammd Jawad Hamid Mughal
<span title="">2018</span> <i title="The Science and Information Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2yzw5hsmlfa6bkafwsibbudu64" style="color: black;">International Journal of Advanced Computer Science and Applications</a> </i> &nbsp;
Different mining techniques are used to fetch relevant information from web (hyperlinks, contents, web usage logs). Web data mining is a sub discipline of data mining which mainly deals with web.  ...  As increasing growth of data over the internet, it is getting difficult and time consuming for discovering informative knowledge and patterns.  ...  Web usage mining is a technique that automatically archives access patterns of user and this information is mostly provided by web servers which are later collected in access logs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2018.090630">doi:10.14569/ijacsa.2018.090630</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/szpscjf6rrhbhgx43ktrdx4fsi">fatcat:szpscjf6rrhbhgx43ktrdx4fsi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190501135130/https://thesai.org/Downloads/Volume9No6/Paper_30-Data_Mining_Web_Data_Mining_Techniques.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f6/05/f6058601bf4cc73be92d01d0e442cd611d41d403.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2018.090630"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A Survey: Techniques of an Efficient Search Annotation based on Web Content Mining

Sobana. E, Muthusankar.D Muthusankar.D
<span title="2014-10-18">2014</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
To overcome the above problem, there is a need of methods to help us extract information effectively from the content of web pages.  ...  Due to the overloaded of information in web, the information extraction is not effectively based on user needs.  ...  In web usage mining, the kind of usage data can be classified as follows, (i) Web Server Data: Based on the web server the user logs are collected.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/18181-9072">doi:10.5120/18181-9072</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6vppuxoy3zb35do7mawyeabvni">fatcat:6vppuxoy3zb35do7mawyeabvni</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602060054/https://research.ijcaonline.org/volume104/number3/pxc3899072.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ca/36/ca364c44dead43516a40ca530a94c0129bf08ec2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/18181-9072"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Survey on Web Mining Techniques and Applications

Tawfiq A. Al-asadi, Ahmed J. Obaid, Rahmat Hidayat, Azizul Azhar Ramli
<span title="2017-08-31">2017</span> <i title="Insight Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/micztizddff3zji5xocudzzx64" style="color: black;">International Journal on Advanced Science, Engineering and Information Technology</a> </i> &nbsp;
With the fast growth of the data and information in Web environment made a necessity to use sophisticated techniques that have never used in other domains to extract knowledge and significant Web patterns  ...  Information on Internet and especially on Web sites increasing rapidly day by day, Web sites play an important role in this manner where a lot of Web users are always upload, download and brows a lot of  ...  Mining: The technique that used to discover image patterns or useful information from large collection of images called image mining.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18517/ijaseit.7.4.2803">doi:10.18517/ijaseit.7.4.2803</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hkaq47tktfehvc6pa44oluj4ey">fatcat:hkaq47tktfehvc6pa44oluj4ey</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721025515/http://www.insightsociety.org/ojaseit/index.php/ijaseit/article/download/2803/1133" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/26/84/2684014e5e15c879df6881e6f15d59d44f0cbc17.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18517/ijaseit.7.4.2803"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

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

Priyanka Rahi (Department of Computer Science H.P. University, Shimla, H.P., India)
<span title="2012-08-29">2012</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
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  ...  The World Wide Web is a popular and interactive medium to distribute information in this scenario. The web is huge, diverse, ever changing, widely disseminated global information service center.  ...  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  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1208.5875v1">arXiv:1208.5875v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6kmjryhdyfg5pinod4nvfgn3cy">fatcat:6kmjryhdyfg5pinod4nvfgn3cy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200824030543/https://arxiv.org/ftp/arxiv/papers/1208/1208.5875.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/93/65/936597784e754ed1e889337d5d4b41a9f44d315f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1208.5875v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A Review on Web Recommendation System

Animesh Shrivastava, Anand Singh Rajawat
<span title="2013-12-18">2013</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
This system uses knn and genetic algorithm during web usage mining process to analyze static web access log.  ...  In Web world, there is immense of information available on the internet but user is not capable to find relevant information in short period of time.  ...  This information provides path to accessed web pages .The web server automatically collects this information into access logs. The web usage mining analyzes behavioral pattern and profile of users.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/14668-2842">doi:10.5120/14668-2842</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zweocabzkzdotmjnz7273kh72q">fatcat:zweocabzkzdotmjnz7273kh72q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180603005350/https://research.ijcaonline.org/volume83/number17/pxc3892842.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/20/b9/20b9e5a2671beb05599ff3f714f499138999d04a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/14668-2842"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Web Usage Mining with Personalization on Social Web
English

Rutvija Pandya
<span title="2015-11-25">2015</span> <i title="Seventh Sense Research Group Journals"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wczsapkvorbcbfmnmu4k6wonju" style="color: black;">International Journal of Engineering Trends and Technoloy</a> </i> &nbsp;
Web Personalization is the area of the Web usage mining.  ...  Web usage mining is used to discover interesting patterns from the web server log files.  ...  It teaches me how to participate in a serious project.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14445/22315381/ijett-v29p260">doi:10.14445/22315381/ijett-v29p260</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pr2mgo5obfcnfcv6kn6yz6hena">fatcat:pr2mgo5obfcnfcv6kn6yz6hena</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200320150643/http://www.ijettjournal.org/2015/volume-29/number-6/IJETT-V29P260.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1d/d1/1dd19670b9378dc8bc1d2a82bf37761fa0bfc693.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14445/22315381/ijett-v29p260"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Study on Prediction of User Behavior Based on Web Server Log Files in Web Usage Mining

Anurag Kumar, Vaishali Ahirwar, Ravi Kumar Singh
<span title="2017-02-18">2017</span> <i title="Valley International"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7itxqhdltnewtn4ueymnlhnkea" style="color: black;">International Journal Of Engineering And Computer Science</a> </i> &nbsp;
Web usage mining is the category of web mining that helps in automatically discovering user access pattern.  ...  A Web log along with the individuality of the user captures their browsing behavior on a website and discussing regarding the behavior from analysis of different algorithms and different methods  ...  In addition to that, for discovering the hidden patterns from web access log files a new model based on visual clustering is also suggested. The analysis of different methods of web usage mining.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18535/ijecs/v6i2.12">doi:10.18535/ijecs/v6i2.12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vhnbnlrbmbbatjr2xchjmdaflm">fatcat:vhnbnlrbmbbatjr2xchjmdaflm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602155829/http://ijecs.in/issue/v6-i2/12%20ijecs.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/63/8f/638f69d16c7a5803939009442b4ac821aa4f3b23.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18535/ijecs/v6i2.12"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A review paper on identifying students interest in e-learning using web usage mining

<span title="">2016</span> <i title="S N Education Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ateltibzivfprkxgdebcbpromm" style="color: black;">International Journal of Latest Trends in Engineering and Technology</a> </i> &nbsp;
Pattern Analysis The final stage of the whole Web usage mining is pattern analysis.  ...   Web Usage Mining Web Usage Mining is the process of extracting knowledge or useful information from web usage data, in order to understand and better serve the needs of web based allocations [20]  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21172/1.81.067">doi:10.21172/1.81.067</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kmjm4bxddbhd7jwejn7qxi2lyq">fatcat:kmjm4bxddbhd7jwejn7qxi2lyq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602172144/http://www.ijltet.org/journal/148609486167.1445.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/18/4e/184ec38b2ce3e352fa0266487df44e1adf91972d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21172/1.81.067"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Algorithm for Tracing Visitors' On-Line Behaviors for Effective Web Usage Mining

S. UmaMaheswari, S. K. Srivatsa
<span title="2014-02-14">2014</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
This paper brings into discussion about the basic concepts of web mining, web usage mining, general data preprocessing, how to preprocess the web data, what are the various existing preprocessing techniques  ...  There are so many pattern mining methods which enable this user behavior identification. The preprocessing techniques will maximize the accurate and quality of pattern mining methodologies.  ...  WEB USAGE MINING Web usage mining is a category of web mining technique to discover interesting usage patterns from the secondary data derived from the interactions of the users while surfing the web.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/15189-3553">doi:10.5120/15189-3553</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/77jhd4rf4janxdsmnuam3xgqc4">fatcat:77jhd4rf4janxdsmnuam3xgqc4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180603145357/https://research.ijcaonline.org/volume87/number3/pxc3893553.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/65/63/65633903483f072a0c147e76162d27dc6f50c02b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/15189-3553"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Review on Web Content Mining Techniques

Shipra Saini, Hari Mohan Pandey
<span title="2015-05-20">2015</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
The focus of this paper is to present a detailed and comprehensive review of various methods applied for web mining/web content mining.  ...  The paper is divided into three parts to discuss, web content mining, web structure mining and web usage mining.  ...  Multimedia Miner Multimedia miner consists of four major steps. Image excavator for extraction of images and videos, a preprocessor for extraction of image features and are stored in a database.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/20848-3536">doi:10.5120/20848-3536</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5g3oggnkhrfxhnx6bqh5b4ey5u">fatcat:5g3oggnkhrfxhnx6bqh5b4ey5u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922212448/http://research.ijcaonline.org/volume118/number18/pxc3903536.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/08/82/0882f3098c66d6283d12e3d5b50807fff0282152.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/20848-3536"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A SYSTEMATIC REVIEW ON DATA PREPROCESSING AND PATTERN DISCOVERY OF WEB USAGE MINING

Neeru .
<span title="2018-04-20">2018</span> <i title="IJARCS International Journal of Advanced Research in Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dbwzqwxyw5hn3aantchmoxx65q" style="color: black;">International Journal of Advanced Research in Computer Science</a> </i> &nbsp;
To solve this problem, one positive approach is web usage mining (WUM).Web mining that extracts patterns from user weblogs is known as web usage mining, that is an implementation part of data mining.  ...  Rapid growth of World Wide Web has affected a lot of both visitors and web site owners. Retrieving different information in different format has become a very difficult task.  ...  Use three factors: country based, site entry based and access time 4 An approach for frequent access pattern identification in web usage mining M. M. Sharma and A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.26483/ijarcs.v9i2.5763">doi:10.26483/ijarcs.v9i2.5763</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mnwdbmrbind35ogqk2w3xs4egi">fatcat:mnwdbmrbind35ogqk2w3xs4egi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721064116/http://www.ijarcs.info/index.php/Ijarcs/article/download/5763/4727" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/15/2d/152d4b96755b2a8220eba00d83aa06b2c5884db8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.26483/ijarcs.v9i2.5763"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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