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Magpie

John Domingue, Martin Dzbor
2004 Proceedings of the 9th international conference on Intelligent user interface - IUI '04  
Magpie is an extension to Internet Explorer that automatically creates a semantic layer for browsed web pages from a user-selected ontology.  ...  Moreover, the assignment of semantic web services to the entities allows users to browse their neighbourhood semantically.  ...  BEHAVIOR PATTERNS IN FOCUS One incentive for this kind of research was summed up by a seminal study of how users browse the web.  ... 
doi:10.1145/964442.964479 dblp:conf/iui/DomingueD04 fatcat:udjko5bisjbexjg7xw2iv5spza

Semantic Formalization of Cross-Site User Browsing Behavior

Julia Hoxha, Sudhir Agarwal
2012 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology  
for semi-supervised prediction with ontology-based output spaces.  ...  The mapping of an interaction of the user with parts of the Web site, then use this ontology to generate the annotation of the user action.  ... 
doi:10.1109/wi-iat.2012.232 dblp:conf/webi/HoxhaA12 fatcat:z7gbwc2qujffdps3jyz566r4z4

Magpie

John Domingue, Martin Dzbor
2004 Proceedings of the 9th international conference on Intelligent user interface - IUI '04  
Magpie is an extension to the Internet Explorer that automatically creates a semantic layer for web pages using a user-selected ontology.  ...  Moreover, the assignment of semantic web services to the entities allows users to browse their neighbourhood semantically.  ...  The goals for COHSE were (i) to separate web links and web pages, and (ii) to make these links conceptual (i.e. ontology-based).  ... 
doi:10.1145/964478.964479 fatcat:mi3y5wipcrfqfho4r4xs3gjkni

Towards personalization in digital libraries through ontologies

Núria Ferran, Enric Mor, Julià Minguillón, Militiadis Lytras
2005 Library Management  
In this paper we describe a browsing and searching personalization system for digital libraries based on the use of ontologies for describing the relationships between all the elements which take part  ...  , using ontologies and concepts drawn from the semantic web field.  ...  the way users browse and search such contents, with the aim of building a personalization system based on accurate recommendations.  ... 
doi:10.1108/01435120510596062 fatcat:6aywvlwjwfdg3frulkd62ioe3m

Design of customized web applications with OntoWeaver

Yuangui Lei, Enrico Motta, John Domingue
2003 Proceedings of the international conference on Knowledge capture - K-CAP '03  
The ontology-based approach enables the target web applications to be represented in an exchangeable format.  ...  It relies on a number of different types of ontologies to declaratively describe all aspects of a web application.  ...  AKNOWLEDGEMENTS We would like to thank Victoria Uren, Maria Vargas-vera, and Dnyanesh Rajpathak for their valuable comments on the earlier drafts of this paper.  ... 
doi:10.1145/945645.945656 dblp:conf/kcap/LeiMD03 fatcat:ptl2rypxgfah3e6njp2rlpfwfe

Design of customized web applications with OntoWeaver

Yuangui Lei, Enrico Motta, John Domingue
2003 Proceedings of the international conference on Knowledge capture - K-CAP '03  
The ontology-based approach enables the target web applications to be represented in an exchangeable format.  ...  It relies on a number of different types of ontologies to declaratively describe all aspects of a web application.  ...  AKNOWLEDGEMENTS We would like to thank Victoria Uren, Maria Vargas-vera, and Dnyanesh Rajpathak for their valuable comments on the earlier drafts of this paper.  ... 
doi:10.1145/945649.945656 fatcat:jztndyn5ufbhlkoqlbroqehc2m

Hybrid Content and Tag-based Profiles for Recommendation in Collaborative Tagging Systems

Daniela Godoy, Analía Amandi
2008 2008 Latin American Web Conference  
tasks such as Web browsing or searching.  ...  Experimental results of using hybrid profiles for tag recommendation are reported and possible applications of these profiles for obtaining personalized recommendations in collaborative tagging systems  ...  Content-Based User Profiles User profiling is built upon a clustering algorithm, named WebDCC (Web Document Conceptual Clustering) [8] , with structures and procedures specifically designed for user profiling  ... 
doi:10.1109/la-web.2008.15 dblp:conf/la-web/GodoyA08 fatcat:zv2lomvvmbb63d5gzvaarqtkgm

Exploiting User Interests to Characterize Navigational Patterns in Web Browsing Assistance

Daniela Godoy, Analía Amandi
2008 New generation computing  
For browsing assistants acting in the Web, browsing is considered the main activity of users since it is the target of agent actions.  ...  In this paper, we propose a novel approach for context-aware recommendation in browsing assistants based on the integration of user profiles, navigational patterns and contextual elements.  ...  The user browsing history for the current session is displayed and recommendations stemming from proactive agent actions based on the browsing context are presented to the user.  ... 
doi:10.1007/s00354-008-0044-x fatcat:k76gypvw6jbgvomklsznw7s5ym

Review and Analysis of Machine Learning and Soft Computing Approaches for User Modeling

Madhuri Potey, Pradeep K Sinha
2015 International journal of Web & Semantic Technology  
For the best results of user modelling, one should choose an appropriate way to do it i.e. by selecting the best suitable approach for the desired domain.  ...  Machine learning and Soft computing Techniques have the ability to handle the uncertainty and are extensively being used for user modeling purpose.  ...  ACKNOWLEDGEMENTS The authors are deeply indebted to all the researchers in the field and anonymous reviewers for their useful comments.  ... 
doi:10.5121/ijwest.2015.6104 fatcat:q43eezsnr5epredqr7xuhid3i4

A framework for delivering personalized e-government services from a citizen-centric approach

Malak Al-hassan, Haiyan Lu, Jie Lu
2009 Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services - iiWAS '09  
This paper proposes a new conceptual framework for delivering personalized e-government services to citizens from a citizen-centric approach, called Pe-Gov service framework.  ...  Based on the literature, implicit and explicit acquisitions can be used for collecting user related data for web personalization [22, 23] .  ...  This similarity can be computed based on the semantic ontology matching, which can be inferred by semantic analysis based on the inference rules for all the service instances in the ontology.  ... 
doi:10.1145/1806338.1806419 dblp:conf/iiwas/Al-hassanLL09 fatcat:p3a5yplk3rhhvfbz7jcv2x75ue

A Movie Recommender System using Ontology Based Semantic Similarity Measure

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
The experimental results prove that the recommendations' quality andaccuracy of prediction can be enhanced through integration of ontological domain knowledge with Web usage data.  ...  This helps in increasing users' satisfaction by retaining his/her interests during navigation. Pure Web usage data based recommender systems have been used from last few years.  ...  PURE WEB USAGE BASED RECOMMENDER SYSTEMS Pure Web usage based recommender systems uses only historical rating data to generate recommendations.  ... 
doi:10.35940/ijitee.k2338.1081219 fatcat:xvjkvwiq4rgydps5xhlo7ip27u

Enabling Semantic Analysis of User Browsing Patterns in the Web of Data [article]

Julia Hoxha, Martin Junghans, Sudhir Agarwal
2012 arXiv   pre-print
We have processed over 30 thousand user browsing sessions extracted from usage logs of DBPedia and Semantic Web Dog Food.  ...  All these events are formalized semantically using respective domain ontologies and RDF representations of the Web resources being accessed.  ...  Furthermore, it helps to build recommendation systems that suggest users future actions based on their past behavior.  ... 
arXiv:1204.2713v3 fatcat:nvqi3d6gundhzkb4g3jzs7cvba

Ontological technologies for user modelling

Sergey Sosnovsky, Darina Dicheva
2010 International Journal of Metadata, Semantics and Ontologies  
As an example of the project employing ontology-based user modelling, we present an experiment design for translation of overlay student models for relative domains by means of ontology mapping.  ...  This paper brings together research from two different fields -user modelling and web ontologies -in attempt to demonstrate how recent semantic trends in web development can be combined with the modern  ...  Acknowledgement We would like to express our gratitude to Peter Brusilovsky and Michael Spring for their help in preparing this review.  ... 
doi:10.1504/ijmso.2010.032649 fatcat:auygmsi77rebvcttp7bsqpdrfq

Semantic Layering with Magpie [chapter]

John Domingue, Martin Dzbor, Enrico Motta
2004 Handbook on Ontologies  
Magpie works by automatically associating an ontology based semantic layer to web resources, allowing relevant services to be directly invoked within a standard web browser.  ...  Browsing the web involves two main tasks: finding the right web page and then making sense of its content.  ...  The user can then semantically browse the results similarly as with any other web page. Thus, Magpie provides two complementary methods for web browsing.  ... 
doi:10.1007/978-3-540-24750-0_27 fatcat:jkm4kfap4bgaloosriamtt2ctu

Magpie – Towards a Semantic Web Browser [chapter]

Martin Dzbor, John Domingue, Enrico Motta
2003 Lecture Notes in Computer Science  
Magpie automatically associates an ontology-based semantic layer to web resources, allowing relevant services to be invoked within a standard web browser.  ...  Web browsing involves two tasks: finding the right web page and then making sense of its content.  ...  The design goals for COHSE were (i) to separate web links from the web pages and (ii) to make these links conceptual (i.e. potentially generated from ontology).  ... 
doi:10.1007/978-3-540-39718-2_44 fatcat:cgh5hd2nlzedvcbw5q25k3gdom
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