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Effective User Navigation for Improving Web Structure
2015
International Journal of Computer Applications
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For effective user navigation of website structure have various methods that proposed to relinking web pages, the complete fulfill new website structure are may be unpredictable and the measurement analysis ...
For effective user navigation, designing of well structure websites are have challenge over faculty of computer engineering. ...
User can get appropriate content without loss the preference of individual users, personalization approaches need to collective information, data associated with that clients or users. ...
doi:10.5120/ijca2015906765
fatcat:b443scxtdze6bh54ii6xdppmzu
Taxonomical Classification of Web Usage Mining Applications and its Ontological Representation
2018
Asian Journal of Computer Science and Technology
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Web usage mining is used to find out fascinating consumer navigation patterns which can be applied to a lot of real-world problems, such as enriching websites or pages, generating newly topic or product ...
Further, the ontology for various categories of the web usage mining applications has been developed and to prove the completeness of proposed taxonomy, a rigorous case study has been performed. ...
First Level Categories
Personalized Personalized means discovering information preferences and needs of individual web users in order to provide personalized websites or web pages for certain types of ...
doi:10.51983/ajcst-2018.7.3.1902
fatcat:cchl3c7ny5cujfqztevpf7ouxu
Survey on Techniques for Improving user Navigation by Reorganizing Web Structure
2015
International Journal of Engineering Research and
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or web transformation and improving user navigation in accessing content of a website. ...
This paper reviews for basics of web mining, various techniques and algorithms for improving user navigation by reorganizing website structure as per user's requirement ...
Web usage mining is extracting information according to user navigation and behavior patterns like time spent on pages, traversing path, client side cookies, metadata and number of clicks on pages. ...
doi:10.17577/ijertv4is080493
fatcat:fy56b5pktva6leoqgsqf6kafeq
An Efficient Web Recommendation System using Collaborative Filtering and Pattern Discovery Algorithms
2013
International Journal of Computer Applications
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pages to the user. ...
Web recommendation is one of the techniques of web personalization, which recommends web pages to the user based on the previous browsing history. ...
A personalized website recognizes its users and gathers the information based on their anticipation and attempt to modify or streamline the website contents. ...
doi:10.5120/11945-7755
fatcat:5xxpvykkbbed5kbztyuov4tyjm
Optimized Ranking Based Recommender System for Various Application Based Fields
2016
International Journal of Database Theory and Application
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Information is assembled on the web server as web log record in web usage mining.A different number of website visitor access the website that is why accessing of web logs and identifying relationships ...
Multiple researchers done the different type of works on the WCM and WUM to enhance the competence of the website by providing innovative methods and and this paper gives a review about the current works ...
In that database different content of items are added that the user has used in the antique time and/or user's preferences and personal information. ...
doi:10.14257/ijdta.2016.9.2.15
fatcat:emdqw6pyvzdzflwdqdtnnjvlva
Effective User Navigation in Dynamic Website
English
2014
International Journal of Computer Trends and Technology
English
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Constructing a well structured website to aide or assist user navigation are the problem now a days .A main primary cause is that web developers may understanding of how a web site should be design can ...
In this paper, we propose an optimal solution method for improving the navigation for website containing the dynamic information and also find the user target accurately. ...
Web Personalization: Web personalization is the process of adapting web pages based on the user navigational behavior information, user preferences and his profile patterns. ...
doi:10.14445/22312803/ijctt-v9p155
fatcat:w3lsgddm3bggvc76kgz5pz7siu
Web Usage Mining with Personalization on Social Web
English
2015
International Journal of Engineering Trends and Technoloy
English
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Web personalization is defined as suitable content delivery to a particular user and takes the advantage of that knowledge to manipulate how and what information you present to your users. ...
web mining is the technique to extract the useful knowledge from web. For mining the web, three categories -Web Content Mining, Web Structure Mining and Web Usage Mining is used. ...
I would like to thank my family and friends for giving me support and encouragement. This gives me the good experience for research. It teaches me how to participate in a serious project. ...
doi:10.14445/22315381/ijett-v29p260
fatcat:pr2mgo5obfcnfcv6kn6yz6hena
Extracting Users'Navigational Behavior from Web Log Data: a Survey
2013
Journal of Computer Sciences and Applications
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Web Usage Mining (WUM) is a kind of data mining method that can be used to discover user access patterns from Web log data. ...
A lot of research has been done already about this area and the obtained results are used in different applications such as recommending the Web usage patterns, personalization, system improvement and ...
Mobasher et al. [19] made an attempt to integrate both usage and content attributes of a site into a Web mining framework for Web personalization. ...
doi:10.12691/jcsa-1-3-3
fatcat:byfdeaijaffz5lhjdmnbq4irdu
HYBRID WEB MINING FRAMEWORK
2012
IOSR Journal of Computer Engineering
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A user interacts with the Web; there is a wide diversity of user"s content they prefer and the navigational patterns they prefer, which results in needing different contents and presentations of information ...
is interested in, and present the customized Web pages to the user by combining user navigational pattern data, web content data and these with website structure data [1] , [2] , [3] . ...
doi:10.9790/0661-0253437
fatcat:exfqcknxb5a6bodb4rus74rgtu
A Classification Algorithm to Improve the Design of Websites
2012
Journal of Software Engineering and Applications
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A refined method is required to carry out this task. Web usages mining (WUM) is the tool designed to do this task. ...
Classification using the proposed method can improve the accuracy of recommendation and also proposed an algorithm that uses LCS method to know the user behavior for improvement of design of a website. ...
The goal of personalization based on Web usage mining is to recommend a set of objects to the active user, possibly consisting of links, ads, text, or products, tailored to user perceived preferences. ...
doi:10.4236/jsea.2012.57057
fatcat:vrk2xfpyanastp7rb4c6fs5xva
Effective User Navigability through Website Structure Reorganizing Using Mathematical Programming Model
English
2014
International Journal of Computer Trends and Technology
English
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Designing wellstructured websites to facilitate effective user navigation patterns has long been a challenge in web usage mining with various applications like navigation prediction and improvement of ...
Index Terms-Website design, user navigation, web mining, mathematical programming. ...
To make web site intelligent we must know what is content of website, which are users and how website structured all this known as web mining. ...
doi:10.14445/22312803/ijctt-v10p122
fatcat:alnbeqqzozew3licpqlliyqknq
Application and Significance of Web Usage Mining in the 21st Century: A Literature Review
2016
Journal of clean energy technologies
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The aim of this paper is to provide a general view on web usage mining and its importance for designers and those interested in e-commerce and website personalization. ...
Index Terms-Privacy, usage mining, web mining, web personalization. ...
There are various applications for web usage mining in different areas, and such applications are: Personalization of web content The web usage mining technique can be applied to personalize websites ...
doi:10.7763/ijcte.2016.v8.1017
fatcat:n4i5qnaqznc5dptvolkzr6zsle
Web Personalization Using Web Mining: Concept and Research Issue
2012
International Journal of Information and Education Technology
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Web Personalization is one of the areas of the Web usage mining that can be defined as delivery of content tailored to a particular user or as personalization requires implicitly or explicitly collecting ...
visitor information and leveraging that knowledge in your content delivery framework to manipulate what information you present to your users and how you present it. ...
Customization[5] Takes as input a user"s preferences from registration forms in order to customize the content and structure of a web page. process tends to be static and manual or at best semiautomatic ...
doi:10.7763/ijiet.2012.v2.192
fatcat:73vhkzljbfdovl72ne2puzp7u4
WEB MINING IN E-COMMERCE
2009
Annals of the University of Oradea: Economic Science
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The web is a very good place to run successful businesses. Selling products or services online plays an important role in the success of businesses that have a physical presence, like a re ...
Web usage mining tries to predict user behavior while user interacts with the web and learns user navigation patterns. ...
Association rule mining facilitates the identification of related pages or navigation patterns which can be used in web personalization. ...
doaj:dad7b6c2134b48a58ec96150c3e09e33
fatcat:tmxuarsajnbhzkta6baohf32xq
A Web Designer Agent, Based On Usage Mining Online Behavior Of Visitors
2007
Zenodo
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In this paper, we will use web usage mining techniques, as a new field of research in data mining and knowledge discovery, in an Iranian government website. ...
Then, we will explain how it is used to directly enable top managers of the organization to influence on the arrangement of web contents and also to enhance customization of web site navigation due to ...
The general goal of Web Usage Mining is to gather interesting information about users navigation patterns (i.e., to characterize Web users) and improve website personalization and ease of navigation [ ...
doi:10.5281/zenodo.1335102
fatcat:hyzl3nczyjbinfyumsxkxakwzu
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