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A GENERALIZED E-LEARNING USAGE BEHAVIOUR MODEL BY DATA MINING TECHNIQUE

Songsakda Chayanukro, Massudi Mahmuddin, Husniza Husni
2014 Journal of Information and Communication Technology  
Current study on e-Learning user's behaviour model obtained the specific models.  ...  This study proposes similar patterns in e-Learning user's behaviour models of different institutions by the data-mining technique based on the learning environment theory.  ...  Meanwhile, the study of the e-Learning users' behaviour evaluation enables the new model related to learning behaviour and effect, to be used to evaluate students in their e-Learning system (Lingyan,  ... 
doi:10.32890/jict.13.2014.8147 fatcat:cmdocvcaxjglzprwavl6atjmem

Evaluating the utility and impact of the world wide web

John D'Ambra
2001 European Conference on Information Systems  
Many service providers are now providing applications on the Web that encourage people to satisfy information needs on the Web.  ...  The proposed research attempts to investigate the usage and evaluation of these Web-based information services by providing some initial efforts toward developing conceptuallybased scales for evaluating  ...  This consistency of the results with these two models, one emphasizing the effectiveness of information systems for information-based tasks and the other describing the behaviour of users of hyper-mediated  ... 
dblp:conf/ecis/DAmbra01 fatcat:ot5vjb7xxzehphq7fbsualstue

A context-aware approach based on self-organizing maps to study web-users' tendencies from their behaviour

Luca Longo, Stephen Barrett
2009 Proceedings of the 1st International Workshop on Context-Aware Middleware and Services affiliated with the 4th International Conference on Communication System Software and Middleware (COMSWARE 2009) - CAMS '09  
In this paper we present an approach to web content, based on Kohonen mapping, used to generate a topological model of users' behaviour over web-pages.  ...  In this model, the more similar the outputs of the map for each user who has endorsed a web-page, the more the web site is considered current or in context with changing information.  ...  In section 3 we describes how we model users' behaviour over web-pages, and present our theoretical model along with our hypothesis.  ... 
doi:10.1145/1554233.1554237 fatcat:gjwflo35tbhmfkmsfquqzoh6ca

Workshop on web information seeking and interaction

Kerry Rodden, Ian Ruthven, Ryen W. White
2007 SIGIR Forum  
These papers reflect the diversity of interest and contributions to the area of Web information seeking and interaction, describing research on evaluation, interaction modelling, information behaviour,  ...  Web search engines have provided simple models of interaction and users have learnt a particular model of interaction.  ... 
doi:10.1145/1328964.1328975 fatcat:jbz4eql3pzdoxbmtfmkenl5z4q

Performance Evaluation of User-Behaviour Techniques of Web Spam Detection Models

2019 Network and Complex Systems  
In this study, predictive web spam detection models that employed all related user-behaviour features of webpages were developed and evaluated.  ...  Existing user-behaviour oriented web spam detection models employed the content-based, link-based and other features of webpages for classification of web spams.  ...  Conclusion This study evaluated the accuracy performances of different user-behaviour features used in modelling web spam detection models.  ... 
doi:10.7176/ncs/10-07 fatcat:2jty4bkn3beotlgfxl6uqr6wga

Synthesizing client load models for performance engineering via web crawling

Yuhong Cai, John Grundy, John Hosking
2007 Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering - ASE '07  
Accurate web application performance testing relies on the use of loading tests based on a realistic client behaviour load model.  ...  We describe a new approach and toolset that we have developed, MaramaMTE+, which improves the ability to model realistic web client load behaviour, automatically generates complex web application testing  ...  This is quite insufficient for modelling realistic web user behaviour [11] . A form chart model is a technology-independent bipartite state diagram used to simulate user behaviour [7] [8] .  ... 
doi:10.1145/1321631.1321684 dblp:conf/kbse/CaiGH07 fatcat:j6oqnchoynds7kn5p4jybx34ke

Who Do You Want to Be Today? Web Personae for Personalised Information Access [chapter]

J. P. McGowan, Nicholas Kushmerick, Barry Smyth
2002 Lecture Notes in Computer Science  
We introduce Web Personae, describe an algorithm for learning such models from browsing data, and discuss applications and evaluation methods.  ...  Web Personae differ from previous approaches in that we model users with multiple profiles, each corresponding to a distinct topic or domain.  ...  The system then recommends pages, based on these interests and the previous browsing behaviour of other users with similar interests.  ... 
doi:10.1007/3-540-47952-x_73 fatcat:cjlri2ixdzfcfku23qylcqnbcq

Harnessing user contributions and dynamic profiling to better satisfy individual information search needs

Roman Y. Shtykh, Qun Jin
2008 International Journal of Web and Grid Services  
In the situation of information overload we are experiencing today, conventional web search systems taking a one-size-fits-all approach are often not capable of effectively satisfy individual information  ...  We present a web information retrieval framework called Better Search and Sharing (BESS) that captures user-system interactions, profiles them and induces personal interests that changes over time with  ...  Relevance feedback, both explicit and implicit, is generally used in web IR research for the efficient collection of users' behavioural data for further user behaviour analysis and modelling.  ... 
doi:10.1504/ijwgs.2008.018492 fatcat:yuuu46gl7jfr5jet6wdj6tosua

A novel classification model of collective user web behaviour based on network traffic contents

Hongri Liu, Shuo Wang, Yuliang Wei, Bailing Wang
2021 IET Networks  
Web behaviour analysis of a collective user has provided a powerful means for studying the collective user interests on the Internet.  ...  The authors propose a web behaviour classification model for collective user, in which the title fields in HTTP flows are extracted from the mirrored network traffic that has been already captured for  ...  TA B L E 1 | User web behaviour analysis Based on the assumption that web behaviour is dependent on the type of query, Park et al.  ... 
doi:10.1049/ntw2.12010 fatcat:gb47oxtc4zerjpgzxt4llfeexy

Dynamic user profiles for web personalisation

Ahmad Hawalah, Maria Fasli
2015 Expert systems with applications  
Web personalization systems are used to enhance the user experience by providing tailor-made services based on the user's interests and preferences which are typically stored in user profiles.  ...  We present a series of experiments that show how our system can effectively model a dynamic user profile and is capable of learning and adapting to different user browsing behaviours.  ...  We have split the evaluation into two parts (i) evaluation of the mapping and user profile modelling methods; (ii) evaluation of the methods within a search personalization system.  ... 
doi:10.1016/j.eswa.2014.10.032 fatcat:kup2wdjaibc5rgtvvdzz7o4toi

Realising Adaptive Web Services through Automated Policy Refinement

Kevin Carey, Vincent Wade
2007 2007 10th IFIP/IEEE International Symposium on Integrated Network Management  
In this paper we concentrate on policy based management of web services, where the web services have adaptive behaviors.  ...  The paper also presents an evaluation of the systems with particular reference to the usability of the proposed solution.  ...  Based on the usability evaluation process developed by Jacob Neilson, a small user group evaluation was conducted in each iterative development cycle of the tools.  ... 
doi:10.1109/inm.2007.374837 dblp:conf/im/CareyW07 fatcat:2r44p4ujsndylfssctx6xz73fu

Improving offline and online web search evaluation by modelling the user behaviour

Eugene Kharitonov
2014 Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval - SIGIR '14  
Evaluation ensures the progressive development of approaches, tools, and methods studied in this field.  ...  Apart from the scientific perspective, the evaluation approaches are also important from the practical perspective.  ...  We propose to strengthen these ties between the modelling of the user behaviour and the evaluation, and use the user modelling approach to address a number of applications in IR systems evaluation.  ... 
doi:10.1145/2600428.2610379 dblp:conf/sigir/Kharitonov14 fatcat:f32vv2flj5c4rcvnngybgyj7nm

Personalised online sales using web usage data mining

Xuejun Zhang, John Edwards, Jenny Harding
2007 Computers in industry (Print)  
However, this system does not make real time recommendations based on the current behaviour of the user.  ...  Social-based filtering relies on users' ratings; therefore, the success of the system depends on the current number of users on the system and the rating activities among the users.  ... 
doi:10.1016/j.compind.2007.02.004 fatcat:z6c3763w75c5nitbotr4cplyfi

Context mining and integration into predictive web analytics

Julia Kiseleva
2013 Proceedings of the 22nd International Conference on World Wide Web - WWW '13 Companion  
Predictive Web Analytics is aimed at understanding behavioural patterns of users of various web-based applications: e-commerce, ubiquitous and mobile computing, and computational advertising.  ...  Context-awareness allows integrating external explanatory information into the learning process and adapting user behaviour accordingly.  ...  A goal of predictive web analytics is to foretell users' interests based on the discovered behaviour patterns and it can be considered as a particular case of a context-aware application.  ... 
doi:10.1145/2487788.2487947 dblp:conf/www/Kiseleva13 fatcat:m2kuwbdmdfbvzpy4piareriwca

Modelling User-Centered Attributes: The Web Search Engine as a Case

Bernard Ijesunor Akhigbe, Babajide Samuel Afolabi, and Emmanuel Rotimi Adagunodo
2015 Knowledge organization  
He researches generally in Information system, with specific interest in the user aspect of evaluation in Information Retrieval.  ...  Web search engine and the changing environment The WeSE is one example of an IR system.  ...  resources on the World Wide Web.  ... 
doi:10.5771/0943-7444-2015-1-26 fatcat:5nqkqjaklvhb7ewhwmzanczgei
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