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An adaptive Web page recommendation service

Marko Balabanović
1997 Proceedings of the first international conference on Autonomous agents - AGENTS '97  
An adaptive recommendation service seeks to adapt to its users, providing increasingly personalized recommendations over time.  ...  In this paper we i n troduce the \Fab" adaptive W eb page recommendation service. There has been much research on analyzing document content in order to improve recommendations or search results.  ...  We are interested in creating an automatic recommendation service which o v er time adapts to its users, so that they receive increasingly personalized recommendations.  ... 
doi:10.1145/267658.267744 dblp:conf/agents/Balabanovic97 fatcat:qyjngf2qdjgw3k3ei7qcpxhgji

Semantic E-Learn Services and Intelligent Systems using Web Ontology

2013 International Journal of Advanced Computer Science and Applications  
Semantic Web technology may support more advanced Artificial intelligence problems for knowledge retrieval [20]. This paper aims at presenting an intelligent e-learning system from the literature.  ...  Present vision for the web is the semantic web in which information is given explicit meaning, making it easier for machines to automatically process and integrate information available on the web.  ...  link to pages are not recommended for reading [7] [9].  ... 
doi:10.14569/ijacsa.2013.040121 fatcat:kegwi23bozexfp7krfa7fxmxbi

Estimation of user interest in visited web page

Michal Holub, Maria Bielikova
2010 Proceedings of the 19th international conference on World wide web - WWW '10  
This estimation is used for the recommendation of web portal pages (through presenting adaptive links) that the user might like.  ...  We propose a method for automatic estimation of the user's interest in a web page he visits.  ...  partially supported by the Scientific Grant Agency of SR, grant VG1/0508/09 and it is partial result of the Research & Development Operational Programme for the project Smart Technologies, Systems and Services  ... 
doi:10.1145/1772690.1772829 dblp:conf/www/HolubB10 fatcat:rdhudis2cbhj5dusbt2dwpuzfe

User profiling for web personalization using multi agent and DBSCAN based approach

Sipra Sahoo, Bikram Kesari Ratha
2018 International Journal of Engineering & Technology  
Existing web page Recommendation Systems (RS) are still limited by several problems, some of which are the problem of recommending web pages to a new user whose browsing history is not available (Cold  ...  The mapping web pages, construct the ontological concepts, which represent the UI, and the interests of users are learned by the reference ontology, which are used to map the visited web pages.  ...  The similarity of the web pages is adapted in the learning and adaption phase and this adaption phase uses the Forgot Agent (FA) and Delete Agent (DA) for providing the better web page recommendation to  ... 
doi:10.14419/ijet.v7i2.10224 fatcat:e3x7x2znmfay3nfstf7s735czq

Applying User Profile Ontology for Mining Web Site Adaptation Recommendations

Tarmo Robal, Ahto Kalja
2007 Symposium on Advances in Databases and Information Systems  
In this paper we discuss the possibilities of applying ontologies in exploring the web sites' structures and usage for producing viewing recommendations for the visitors.  ...  However, users are browsing the web according to its content, regardless of the structure.  ...  In this paper we have developed an approach for recommendations construction for web site improvement as tactical adaptations.  ... 
dblp:conf/adbis/RobalK07 fatcat:g5i2phvd6rfhxlsjbdinsdvcuy

Recommender Systems for the People - Enhancing Personalization in Web Augmentation

Martin Wischenbart, Sergio Firmenich, Gustavo Rossi, Manuel Wimmer
2015 ACM Conference on Recommender Systems  
Web augmentation techniques allow the adaptation of websites on client side using browser extensions or plug-ins designed to run dedicated user scripts.  ...  Therefore, we present a novel approach to empower user script developers to build more personalized augmenters by utilizing collaborative filtering functionality as an external service.  ...  INTRODUCTION In recent years web augmentation techniques, i. e., the addition of external content or behaviour to Web pages, have become a popular means for end users to adapt pages according to their  ... 
dblp:conf/recsys/WischenbartFRW15 fatcat:gthli4muvrac5h6yjgpnu623ja

IKUM: An Integrated Web Personalization Platform Based on Content Structures and User Behavior [chapter]

Magdalini Eirinaki, Joannis Vlachakis, Sarabjot Singh Anand
2005 Lecture Notes in Computer Science  
application domains in order to provide the basis for the development of online services in a wide range of application areas, presenting personalized content, services and applications to users in a  ...  Web personalization is the process of customizing a web site to the needs of each specific user or set of users, taking advantage of the knowledge acquired through the analysis of the user's navigational  ...  Web personalization is defined as any action that adapts the information or services provided by a web site to the needs of a user or a set of users, taking advantage of the knowledge gained from the users  ... 
doi:10.1007/11577935_15 fatcat:nkbo6hgycfgm3anpuqyeqpfn7a

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.  ...  Personalised context sensitivity is the Holy Grail of web information retrieval. As a first step towards this goal, we present the Web Personae personalised search and browsing system.  ...  The most obvious application is web page recommendation: based on recent pages, we can recommend either links on the current page, or new pages entirely.  ... 
doi:10.1007/3-540-47952-x_73 fatcat:cjlri2ixdzfcfku23qylcqnbcq

Creating adaptive web recommendation system based on user behavior

Bogdan Walek
2018 Journal of Physics, Conference Series  
The paper proposes adaptive web recommendation system based on user behavior. The proposed system uses expert system to evaluating and recommending suitable items of content.  ...  The proposed recommendation system is verified on specific example.  ...  Current opportunities and challenges for adaptive web services are described in [8] . In this paper, we focus on web pages which contains products, typically e-shops.  ... 
doi:10.1088/1742-6596/933/1/012014 fatcat:jx2xqab72ndr7itudphtxeuwtq

Engaging end-user driven recommender systems: personalization through web augmentation

Martin Wischenbart, Sergio Firmenich, Gustavo Rossi, Gabriela Bosetti, Elisabeth Kapsammer
2020 Multimedia tools and applications  
In the past decades recommender systems have become a powerful tool to improve personalization on the Web.  ...  functionality from a provided external rest service.  ...  web pages with a collaborative filtering service using manually written scripts.  ... 
doi:10.1007/s11042-020-09803-8 fatcat:iryiw3kjrbfqhoizwih2zxmwkm

Enhancing User Privacy in Adaptive Web Sites with Client-Side User Profiles

Constantinos Kolias, Vassilis Kolias, Ioannis Anagnostopoulos, Georgios Kambourakis, Eleftherios Kayafas
2008 2008 Third International Workshop on Semantic Media Adaptation and Personalization  
In this paper we propose an abstract architecture that enhances user privacy during interaction with adaptive web sites.  ...  Data that reflects user preferences and likings, comprising therefore a user profile, are gathered to an adaptive web site in a non transparent manner.  ...  The user modeling agent's role is assistive and it generally acts as an intermediate. The service provider is the personalization component of adaptive web sites.  ... 
doi:10.1109/smap.2008.32 dblp:conf/smap/KoliasKAKK08a fatcat:5abta45tonehjjsl7nlqggtic4

Leveraging student course enrollment data to infuse personalization in a library website

Ian Chan
2014 Library hi tech  
Findings -Adaptive personalization is increasingly commonplace on the web.  ...  Recommendations aimed at improving library web sites have increasingly called for libraries to take a user-centric approach in designing their sites.  ...  A personalization project of this nature is an investment toward developing more user-centric library web sites and online services.  ... 
doi:10.1108/lht-07-2013-0096 fatcat:xmrw7ijxmrb3lfmmoymjhlsrwu

A web search-centric approach to recommender systems with URLs as minimal user contexts

W.K. Chan, Yuen Yau Chiu, Yuen Tak Yu
2011 Journal of Systems and Software  
In service-oriented computing, a recommender system can be wrapped as a web service with machine-readable interface.  ...  However, owing to the cross-organizational privacy issue, the internal dataset of an organization is seldom exposed to external services.  ...  In practice, an implementation may incorporate a timeout mechanism and dynamically adapt the service composition accordingly (say, by switching to another third-party service).  ... 
doi:10.1016/j.jss.2011.01.032 fatcat:7b4ime7e6bbrblflwgov2jd7om

QOS based Approach for Web Service Recommendation Systems

2016 International Journal of Science and Research (IJSR)  
This paper, propose a novel CF-based Web service recommendation system for helping users select services with optimal Quality-of-Service (QoS) performance.  ...  An unsuitable service selection may cause many problems (e.g., unsuitable performance) to the resulting applications.  ...  Web Crawler is a simple program or automated script that scans through internet pages to create an index of web pages.  ... 
doi:10.21275/v5i6.nov164658 fatcat:ojmzsbdlovahdda4xtfbbscb74

Responsive Course Design - An Adaptive Approach to Designing Responsive m-Learning

Ivan Madjarov
2016 Proceedings of the 8th International Conference on Computer Supported Education  
In this paper we discuss about the possibilities of Responsive Web Design technique to adapt a learning content compared to an adaptive service-based approach to design responsive learning contents for  ...  The limited screen size makes current mobile devices quite hard to visualize multifaceted web pages, so this kind of content could be adjusted to meet the device needs.  ...  and contents to learner preferences, in regard to the increasing capabilities of mobile devices; and (3) the development of an adapted learning-podcasting service that will be used in a mobile pedagogical  ... 
doi:10.5220/0005782802750280 dblp:conf/csedu/Madjarov16 fatcat:3wyv24eu2zbnbaaavettqqxoqe
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