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Issues of Learning the Browsing Language

Kavita Das, O. P. Vyas
2011 International Journal of Computer Applications  
General Terms Web usage mining, web personalization, browsing behavior, browsing task and mood  ...  Till recently web usage mining was done on server logs on website visits and was found insufficient. The goal can be further alleviated if the task or mood of surfer is also learnt.  ...  The work on Web usage mining can be a source of ideas and solutions towards realizing Web personalization and construct models representing the behavior and the interests of users.  ... 
doi:10.5120/1839-2482 fatcat:upp4rhmyx5filauzllc6eg6cku

Tracking User Interaction with Web and Assisting in Targeted Communication

Dheeraj Ahuja
2021 International Journal for Research in Applied Science and Engineering Technology  
Web Usage Mining uses mining technology on log data to extract user performance, which is used in different applications such as support design, e-commerce, service modification, prefetch, etc.  ...  In this paper, we propose a tool that users can use to collect data on their website, and then use this web log data to track user interactions on your website, which helps in targeted communication.  ...  [2] is the use of data mining strategies to discover the usage patterns of Web information in order to better understand and meet the needs of Web-based applications.  ... 
doi:10.22214/ijraset.2021.35037 fatcat:aj72lu5qwrhi7o6wao7hocleya

A Study of the Feasibility and Effectiveness of Dual-Modal Information Presentations

Xiaowen Fang, Shuang Xu, Jacek Brzezinski, Susy S. Chan
2006 International Journal of Human-Computer Interaction  
These interfaces were intended to study two problems: (a) Can users attend to and process additional information delivered through the auditory channel during a typical Web-browsing process, and (b) what  ...  Multimodal interfaces with both visual and auditory output are becoming important, especially for applications using small-screen displays and for user access under mobile conditions.  ...  The time that the participant spent on answering voice-based questions was not counted toward the 30-min period for Web-browsing tasks. VAA mode.  ... 
doi:10.1207/s15327590ijhc2001_2 fatcat:smcg6sw7tfbgfhpnutt73spjzi

A taskonomy of 3D web use

Jacek Jankowski
2011 Proceedings of the 16th International Conference on 3D Web Technology - Web3D '11  
This paper aims to shed some light on the fundamental tasks users engage in while browsing the 3D Web.  ...  Firstly, we will provide an overview and discussion of several field studies that provide insights on how the current version of the Web is used focusing on the tasks that users carry out.  ...  Observational studies One of the most influential observational studies, with focus to gain a clearer understanding of the tasks users engage in while browsing the Web, was carried out by Byrne et al.  ... 
doi:10.1145/2010425.2010443 dblp:conf/vrml/Jankowski11 fatcat:25pilnvmhjcmhceljxk2hq7l64

Online web navigation assistant

N.M. Ali, A.M. Gadallah, H.A. Hefny, B.A. Novikov
2021 Vestnik Udmurtskogo Universiteta Matematika Mekhanika Komp yuternye Nauki  
In this work, we propose an online web assistant called OWNA. We developed a fully integrated framework for making recommendations in real-time based on web usage mining techniques.  ...  Our work starts with preparing raw data, then extracting useful information that helps build a knowledge base as well as assigns a specific weight for certain factors.  ...  To accomplish this task, they developed a new system using the application of web usage mining techniques.  ... 
doi:10.35634/vm210109 fatcat:s3rxw3ypxbdh3evupitqvh44xe

An Analysis of Age, Technology Usage, and Cognitive Characteristics Within Information Retrieval Tasks

Michael Crabb, Vicki L. Hanson
2016 ACM Transactions on Accessible Computing  
It shows that factors such as previous Internet experience and fluid-based cognitive abilities can be used to gain better insight into users' reported browsing experience during information retrieval tasks  ...  Information retrieval tasks are used to test the performance of these factors. First, a study is introduced that examines the effect that fluid intelligence and Internet usage has on individuals.  ...  Browsing Experience. A questionnaire based on work by Ahuja and Webster [2001] was used to gather information on users' perceived disorientation and reported website ease of use.  ... 
doi:10.1145/2856046 fatcat:exu34zj3svbrlhftzqcqpdosga

Performance of Real Time Web Traffic Analysis Using Feed Forward Neural Networks and K-Means Algorithm

V.Sarath Chandra
2012 IOSR Journal of Computer Engineering  
The proposed model use multi-layered network architecture with a back propagation learning mechanism to discover and analyze useful knowledge from the available Web log data.  ...  Clustering web data is finding the groups which share common interests and behavior by analyzing the data collected in the web servers, this improves clustering on web data efficiently using proposed robust  ...  ., [4 put forth web usage mining based on fuzzy clustering.  ... 
doi:10.9790/0661-0314445 fatcat:lebm22pdwzewjjt6eaz3lqzila

Finding User Navigational Patterns from Log Files using Hadoop Techniques: A Survey

Ruchi Patil
2020 International Journal for Research in Applied Science and Engineering Technology  
In the World Wide Web the usage mining is used to find the user navigation patterns through extraction of knowledge from web usage logs.  ...  This paper presents the information of the methodology used, in which the focus is on learning the information-seeking process and on finding log errors and exceptions.  ...  Real world demonstration is the major task for the future. III. WEB LOG FILE It is a sort of registry of pages based on web logs that can be accessed by various users at different moment of time.  ... 
doi:10.22214/ijraset.2020.31716 fatcat:7n6xq2q7e5fezmirx3pl7kj7ky

Analysisof Students' Web Browsing Behaviours Using Data Miningat a Campus Network

Murizah Kassim, Muhammad Ahlami Ashraf Roslan
2021 Turkish Journal of Computer and Mathematics Education  
Data mining, indexing and classification method are used in this research as data is the essential key of creating a predictive model and four types of ethical groups have been filtered based on the browsing  ...  Analytics provides insight to people based on the analytics of past usage by using techniques such as statistics, data mining, machine learning and artificial intelligence.  ...  Web browsing behaviour is studied has been done using web usage mining with its applications in adaptive and personalized systems.  ... 
doi:10.17762/turcomat.v12i6.5779 fatcat:ki75sivqmvbb3dnipa2ndmt6wy

An empirical study of Web browsing behaviour: Towards an effective Website design

Gek Woo Tan, Kwok Kee Wei
2006 Electronic Commerce Research and Applications  
Prior studies have suggested that a good website design which facilitates a person's web browsing behaviour would generally lead to better user performance.  ...  Main theoretical contributions of this research are the illustration of the flow of cognitive processes during the website browsing and the establishment of various website design dimensions in relation  ...  Inferential information was comments by subjects based on the current Website environment, like on Dell's Website, "this is a simple and nice homepage design", "this Dimension desktop model is cheaper  ... 
doi:10.1016/j.elerap.2006.04.007 fatcat:3apm4qyi5bcwrljoalizwcm3o4

Automating the evaluation of usability remotely for web applications via a model-based approach

Nouzha Harrati, Imed Bouchrika, Abdelkamel Tari, Ammar Ladjailia
2015 2015 First International Conference on New Technologies of Information and Communication (NTIC)  
This is carried out in compliance with the defined task model and usability metrics describing efficiency of use.  ...  In this research study, we have explored the use of task models to define how the user should interact with a given system.  ...  This is based on automated agents browsing the website to retrieve data making use of the GOM model.  ... 
doi:10.1109/ntic.2015.7368757 fatcat:65qld3vfl5bgtnoltcxfzeziba

Designing an Adaptive Bandwidth Management for Higher Education Institutions

Rolysent Paredes, Alexander Hernandez
2018 International Journal of Computing Sciences Research  
Method: The weblog from a university's pfSense proxy server was utilized and undergo Web Usage Mining (WUM) to determine the number of educational and non-educational websites accessed by the users.  ...  The users who browsed more on educational websites or contents were assigned with higher bandwidth compared to those who are not. Further, the evaluated prototype met the software standards of ISO.  ...  Another area of web mining is web usage mining. Sunena and Kaur (2016) implement preprocessing on the web log files utilizing web usage mining (WUM).  ... 
doi:10.25147/ijcsr.2017.001.1.22 fatcat:mqc2vqi2yzfztl2tqlwgizujsq

Cognitive agents for understanding the complexities involved in web-based knowledge-gathering tasks

Balaji Rajendran, K Iyakutti
2009 2009 IEEE International Conference on Systems, Man and Cybernetics  
A Web-based knowledge-gathering task is a common, but complex activity carried out by several users on the Web.  ...  We present an Agent-based Cognitive model for understanding both the inherent and perceived complexities.  ...  INTRODUCTION Web-based Knowledge gathering (WKG) tasks are one of the frequent and common tasks carried out by users through the web.  ... 
doi:10.1109/icsmc.2009.5346237 dblp:conf/smc/RajendranI09 fatcat:32bhozdignhmlo44k56ivtqdv4

Innovations in Web Personalization [chapter]

Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello, Lakhmi C. Jain
2009 Studies in Computational Intelligence  
The diffusion of the Web and the huge amount of information available online have given rise to the urgent need for systems able to intelligently assist users, when they browse the network.  ...  Web personalization offers this invaluable opportunity, representing one of the most important technologies required by an ever increasing number of real-world applications.  ...  personalization process based on Web usage mining.  ... 
doi:10.1007/978-3-642-02794-9_1 fatcat:h7iwkag6zzfn7mbz55gvfigs5m

Improving Internet interaction: From theory to practice

Russell Beale
2006 Journal of the American Society for Information Science and Technology  
The system uses agent-based modelling and look-ahead to provide informative yet non-intrusive guidance to the user, and is described in detail.  ...  User behaviour has developed three main modalities for using this medium effectively -searching, browsing and monitoring, which are supported to different degrees by conventional tools.  ...  This approach to calculating relevance allows us more leeway in calculating the current browsing context, as we need not model each separate browsing task but can collate many tasks into a single representation  ... 
doi:10.1002/asi.20302 fatcat:k3pd2ufozvdjpaodc33qikplgq
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