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A survey of web log data and their application in use-based design

M.C. Burton, J.B. Walther
Proceedings of the 34th Annual Hawaii International Conference on System Sciences  
Web-based logs contain potentially useful data with which designers can assess the usability and effectiveness of their choices.  ...  The naturally-occurring traces recorded in these logs offer a rich data source, amenable to normative use assessments and to experimental research comparing alternative Web designs.  ...  This paper explores the use of Website user interaction data, or "use-based" data, in the context of Website evaluation and design.  ... 
doi:10.1109/hicss.2001.926541 dblp:conf/hicss/Walther01 fatcat:ur33pdsybrgr3bn5ptygqnm5m4

A Survey on Web usage Mining: Process, Techniques and Applications

Tanveer Kaur Dewgun, Pushpraj Singh Chauhan
2015 International Journal of Engineering Research and  
In this paper, we have discussed about the type of web mining which uses the web server logs as data sources known as web usage mining.  ...  Due to the tremendous growth in the World Wide Web, there has been large amount of web data generated.  ...  WEB USAGE MINING PROCESS A. Data Gathering: Most of the web usage mining systems use the log data as their primary source of data.  ... 
doi:10.17577/ijertv4is040888 fatcat:pxnty75fdfaifpwf7apcptgteu

Qualitative and Quantitative Results of Enterprise Security Visualization Requirements Analysis through Surveying

Ferda Sönmez, Banu Günel
2019 Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications  
In this work, a security visualization requirement analysis survey with 30 information security experts is done. The paper presents the qualitative and quantitative results of this survey.  ...  In order to find gaps or missing points in any domain, examination of the literature work is necessary and provides a good amount of information.  ...  Qualitative Results In the survey, the users were asked questions about their information levels on security-related log files. A few users were not very familiar with their log file types.  ... 
doi:10.5220/0007255401750182 dblp:conf/grapp/SonmezG19 fatcat:d4fps3eghnfxrke7k3d2qc4e24

Mining interesting knowledge from weblogs: a survey

Federico Michele Facca, Pier Luca Lanzi
2005 Data & Knowledge Engineering  
In this paper we present a survey of the recent developments in this area that is receiving increasing attention from the Data Mining community.  ...  Web Usage Mining is that area of Web Mining which deals with the extraction of interesting knowledge from logging information produced by Web servers.  ...  Acknowledgements This work has been supported by the consortium on discovering knowledge with Inductive Queries (cInQ) [10] , a project funded by the Future and Emerging Technologies arm of the IST Pro  ... 
doi:10.1016/j.datak.2004.08.001 fatcat:4xpuxsslq5agleih3ybrnu6ta4

ResourceLog: An Embeddable Tool for Dynamically Monitoring the Usage of Web-Based Bioscience Resources

N. Liu, L. Marenco, P. L. Miller
2006 JAMIA Journal of the American Medical Informatics Association  
ResourceLog provides a robust and useful tool to aid system evaluation of a resource-driven Web application, with a focus on determining the effectiveness of data sharing in the field and with the general  ...  The application includes four components: logging, data mining, administrative interface, and back-end database. The logging component is embedded in the host website.  ...  This research was supported by NIH grants K22LM008422, T15LM07056, P20LM07253 and P01DC04732.  ... 
doi:10.1197/jamia.m2013 pmid:16622167 pmcid:PMC1513677 fatcat:67k7yceayzdl7hsujchcw6bejm

Uzilla: A new tool for Web usability testing

Andy Edmonds
2003 Behavoir research methods, instruments & computers  
Instrumentation of the browser facilitates the evaluation of Web sites and applications inside and outside of the laboratory.  ...  Web usability testing and research presents challenges for accurate data collection.  ...  An application server and database drive a Web application for test design, data aggregation, and reporting.  ... 
doi:10.3758/bf03202542 pmid:12834074 fatcat:hyidgupbpnbeddspurv6hrpvsa

Enhancing Web Usability using User Behavior and Cognitive Study

Neha Mahyavanshi, Megharani Patil, Veena Kulkarni
2017 International Journal of Computer Applications  
For improving presentational delight a survey is taken to identify the user's perspective for making web design efficient.  ...  In this era of technology, internet has gained huge popularity and web presence is an important aspect for success of any ebusiness.  ...  The web server log data of this website was collected after it was made operational and used by different users.  ... 
doi:10.5120/ijca2017913594 fatcat:7uhfckjwm5e77eaisn33pspw4m

Recent Developments in Web Usage Mining Research [chapter]

Federico Michele Facca, Pier Luca Lanzi
2003 Lecture Notes in Computer Science  
Web servers are surely the richest and the most common source of data. They can collect large amounts of information in their log files and in the log files of the databases they use.  ...  Web Usage Mining applications are based on data collected from three main sources [58]: (i) web servers, (ii) proxy servers, and (iii) web clients. The Server Side.  ...  Acknowledgements This work has been supported by the consortium on discovering knowledge with Inductive Queries (cInQ ) [1] , a project funded by the Future and Emerging Technologies arm of the IST Programme  ... 
doi:10.1007/978-3-540-45228-7_15 fatcat:zahqpldqqjhfredqmjdubh6oxu

A Web-Based Survey System for Distributed Learning Impact Evaluation

Morgan C Wang, Charles D Dziuban, Patsy D Moskal
2000 The Internet and higher education  
SAS â products used in this project includes base SAS, SAS/GRAPH, SAS/IntrNet, SAS/STAT, and webEIS software.  ...  The authors describe a web-based survey system that was developed for evaluating distributed learning at the University of Central Florida.  ...  It was used for the web-based survey. This decision was made to ensure consistency of evaluation. This also allows a comparison between web-based surveys and paper-based surveys.  ... 
doi:10.1016/s1096-7516(00)00021-x fatcat:qvd6afgbsfcjrd6yk27vgslety

The state of the art in automating usability evaluation of user interfaces

Melody Y. Ivory, Marti A. Hearst
2001 ACM Computing Surveys  
The survey analyzes existing techniques, identifies which aspects of usability evaluation automation are likely to be of use in future research, and suggests new ways to expand existing approaches to better  ...  However, usability evaluation can be expensive in terms of time and human resources, and automation is therefore a promising way to augment existing approaches.  ...  We thank James Hom and Zhijun Zhang for allowing us to use their extensive archives of usability methods for this survey.  ... 
doi:10.1145/503112.503114 fatcat:atbfydvvajazpi46p2vxgfnsne

A Survey on Web Navigation Usability by Web Structure Modification with the Help of Actual and Anticipated Usage Comparison

2015 International Journal of Science and Research (IJSR)  
This survey paper "Enhancing web navigation usability using web usage mining techniques" discusses in detail about developing solution model to identify Web navigation related usability problems and analyze  ...  Most of the time, website navigation is put together by Web designers who know a lot about making decorated websites, but very little about marketing a website or creating a website built from the users  ...  Bhargavi published an article on "Analysis of web server log by web usage mining for extracting users' patterns" , In this paper they described The Web Server Log files and use of Web mining techniques  ... 
doi:10.21275/v4i11.nov151234 fatcat:ayoyhtnlezdw3m3xqqvaf6awqi

Intelligent Web Information Retrieval based on User Navigational Patterns

Anupama Prasanth, M. Hemalatha
2015 International Journal of Computer Applications  
This article is a review conducted in the field of web usage mining and its latest works for supporting the research on efficient information retrieval based on user access pattern.  ...  In this context Web usage mining can provide valuable contributions in terms of ideas and methods, as it fissures useful knowledge from the pattern of user interactions with the Web.  ...  Cluster the internet users based on their similarity in usage pattern and maintain a cache of web document for each of these group helps to identify the relevance in their perspective.  ... 
doi:10.5120/19186-0673 fatcat:rfwuobcjnnhe7odyfyfb5dbqum

A Hand to Hand Taxonomical Survey on Web Mining

Neha Sharma, Sanjay Kumar Dubey
2012 International Journal of Computer Applications  
The application of web mining is in the field of ecommerce and e-learning, web search, database, AI, information retrieval, system improvement etc.  ...  The data mining techniques exploitation in the field of web is referred as web mining.  ...  XGMML is a graph description language and LOGML is a web-log report description language. They generated a web graph in XGMML format for a web site using the web robot of the WWWPal system.  ... 
doi:10.5120/9670-4091 fatcat:jidm6hmmvfal5fauhblmb7plkq

Three Tier Network Architecture to mitigate DDoS Attacks on Hybrid Cloud Environments [article]

Akashdeep Bhardwaj, G.V.B. Subrahmanyam, Vinay Avasthi, Hanumat Sastry
2016 arXiv   pre-print
A detailed performance comparison is made between the proposed approach and the other three-tier strategies based on mobility of cluster heads and cluster gateways and other network parameters.  ...  Connecting the wired and wireless networks particularly the Mobile ad hoc Network is interesting in real world situations due to its usefulness and practicality.  ...  The survey meant for those respondents who were responsible and in charge of IT and DDoS Security within their roles. The survey was conducted by emailing a questionnaire to over 300 respondents.  ... 
arXiv:1512.02005v2 fatcat:yuckmgiykff77magwiugeotmmy

Researching Real-World Web Use with Roxy: Collecting Observational Web Data with Informed Consent

Ericka Menchen-Trevino, Chris Karr
2012 Journal of Information Technology & Politics  
Roxy gathers Web log data as well as the text and HTML code of each page visited by participants.  ...  Outside of a lab environment, it has been difficult for researchers to collect both behavioral and self-reported Web use data from the same participants.  ...  The interview questions based on the Roxy data were critical in helping participants remember and discuss the context of their behavior.  ... 
doi:10.1080/19331681.2012.664966 fatcat:lpivacrzxrestfwleeeneqxbce
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