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A comparative survey of Personalised Information Retrieval and Adaptive Hypermedia techniques

Ben Steichen, Helen Ashman, Vincent Wade
2012 Information Processing & Management  
A key driver for next generation web information retrieval systems is becoming the degree to which a user's search and presentation experience is adapted to individual user properties and contexts of use  ...  In particular, the techniques are analysed by examining key activities in the retrieval process, namely (i) query adaptation, (ii) adaptive retrieval and (iii) adaptive result composition and presentation  ...  through adaptive document ranking techniques, whereas AH delivers personalised information through adaptive compositions and presentations.  ... 
doi:10.1016/j.ipm.2011.12.004 fatcat:tkohqt4rijenzohmnqrwckp4na

Adaptive information retrieval system via modelling user behaviour

Saeedeh Maleki-Dizaji, Jawed Siddiqi, Yasaman Soltan-Zadeh, Fazilatur Rahman
2012 Journal of Ambient Intelligence and Humanized Computing  
An adaptive information retrieval system is developed whose retrieval effectiveness is evaluated using traditional precision and recall.  ...  This paper addresses this problem with an adaptive agent-based modelling approach that relies on evolutionary user-modelling.  ...  User modelling for information retrieval is done through genetic algorithm (GA) to evolve and adapt query vectors that are representative models of the user's information needs.  ... 
doi:10.1007/s12652-012-0138-7 fatcat:ma4pyel3kbezbhvmqrkgd2zfxe

Myriad: An Architecture for Contextualized Information Retrieval and Delivery [chapter]

Cécile Paris, Mingfang Wu, Keith Vander Linden, Matthew Post, Shijian Lu
2004 Lecture Notes in Computer Science  
This paper presents a generic architecture that supports the construction of information retrieval and delivery systems that make use of context.  ...  An information access system must, therefore, be able to track this dynamic and evolving context, and exploit it to retrieve actionable information from appropriate sources and deliver it in a form suitable  ...  This personalized access is achieved through content level adaptation (or adaptive presentation) and link-level adaptation (or adaptive navigation support) [3] .  ... 
doi:10.1007/978-3-540-27780-4_24 fatcat:ajmtuzb2nfhkvby5uohnuubp3m

Embedding information retrieval in adaptive hypermedia: IR meets AHA!

Lora Aroyo, Paul De Bra, Geert-Jan Houben, Richard Vdovjak
2004 New Review of Hypermedia and Multimedia  
Certain applications ask for an extension of the contents considered, with data obtained through information retrieval.  ...  This paper addresses this issue, and tries to give an insight into research questions concerning the embedding of information retrieval in adaptive hypermedia.  ...  RETRIEVAL AND USER MODEL In the case of adaptation, by definition the user model (UM in AHAM) plays an essential role.  ... 
doi:10.1080/13614560410001728146 fatcat:i4ftyai5fffnjn24hluvxgrrma

A Framework for the Evaluation of Adaptive IR Systems through Implicit Recommendation [chapter]

Catherine Mulwa, Seamus Lawless, M. Rami Ghorab, Eileen O'Donnell, Mary Sharp, Vincent Wade
2011 Lecture Notes in Computer Science  
This paper presents a web-based adaptive framework for evaluating personalised information retrieval systems.  ...  In PIR different stages of the retrieval process are adapted to the user, such as adapting the user's query or the results.  ...  Personalised systems involve information about users in the process and therefore adapt the retrieval process to the users' needs.  ... 
doi:10.1007/978-3-642-22688-5_32 fatcat:i5r67jst5fek7op6xm67khlqlu

Preface to Special Issue on User Modeling for Web Information Retrieval

Peter Brusilovsky, Carlo Tasso
2004 User modeling and user-adapted interaction  
In adaptive information visualization, the user model can in£uence the visualization presented to the user, while user interaction with information is used to update this model.  ...  User Modeling and User-Adapted Interaction 14: 147^157, 2004.  ... 
doi:10.1023/b:user.0000029016.80122.dd fatcat:xo7o3xkdrjh3nnfb345qbbhxoa

Panel: Perspectives on adaptivity in information retrieval interaction (PAIRI)

Peter Ingwersen, Birger Larsen, Peiling Wang, Diane Kelly, Marianne Lykke
2010 Proceedings of the American Society for Information Science and Technology  
System adaption entails dynamic user modeling, effective information architecture and enhanced search features such as search integration and relevance feedback; user adaptation through interactions entails  ...  These are adaption 1) through integration of information objects; 2) of information system to searcher; 3) of searcher to information system; and 4) to context and practice.  ...  ACKNOWLEDGMENTS The panellists from .the Royal School of Library and Information Science, Denmark, and Aalborg University, Denmark, wish to thank for the research and travel  ... 
doi:10.1002/meet.14504701296 fatcat:esgfzugg4jfpveta5clhbfyi7q

End-to-End Adaptive Framework for Multimedia Information Retrieval [chapter]

Maria Sokhn, Elena Mugellini, Omar Abou Khaled, Ahmed Serhrouchni
2011 Lecture Notes in Computer Science  
The evolution of the web in the last decades has created the need for new requirements towards intelligent information retrieval capabilities and advanced user-oriented services.  ...  To that end we put forward an end-to-end adaptive framework based on an ontological model.  ...  A framework for multimedia information retrieval based on the ontological model HELO and a layered approach model.  ... 
doi:10.1007/978-3-642-21560-5_17 fatcat:yitknthx55gapmi63citwo2z7i


Peter Brusilovsky, Julita Vassileva
1996 User modeling and user-adapted interaction  
Preface Hypertext/hypermedia systems and user-model-based adaptive systems (tutoring or information retrieval) are most often considered as two mutually exclusive approaches to information access and interface  ...  From the papers included in this special issue, two were presented at the workshop on adaptive hypermedia (papers by Brusilovsky and Math6 & Chen) and two at the workshop on user modeling in information  ... 
doi:10.1007/bf00143963 fatcat:7vpjhac5cjfk7dt4cjxpvb2aeu

AIR 2006

Hideo Joho, Jana Urban, Robert Villa, Joemon M. Jose, C. J. van Rijsbergen
2008 SIGIR Forum  
Adaptive Information Retrieval (IR) systems are designed to optimize retrieval effectiveness and user interaction in an underlying search environment.  ...  Important pointers to further development of adaptive IR systems and their evaluation were suggested.  ...  Group B: Models of adaptive IR • Information needs are dynamic -how can we reduce the variability and ambiguity of queries?  ... 
doi:10.1145/1394251.1394265 fatcat:iuxmnnmzi5bahisuazkj42l6ci

Context-Sensitive Ranking for Effective Image Retrieval [chapter]

Guang-Ho Cha
2006 Lecture Notes in Computer Science  
When using Information Retrieval (IR) systems, users often present search queries made of ad-hoc keywords.  ...  Though, there have been major advances in context-adaptive systems, there is still a lack of technique that models and implements context-adaptive application.  ...  Predictive user model of document ranking were presented to adapt retrieved documents to individual users during their search context, rather than after they finish the entire ranking tasks.  ... 
doi:10.1007/978-3-540-69423-6_34 fatcat:4qqeyzgoijgpthqfpaavvydicm

User Profile Interchange in a Service-oriented Architecture

Daniela Leal Musa, Renata de Matos Galante, Mariusa Warpechowski, José Palazzo Moreira de Oliveira
2006 International Conference on Advanced Information Systems Engineering  
The gathering of this information is a laborious and time-consuming task motivating the interchange and enhancement of user profile.  ...  An adaptive e-learning system needs meaningful information about the learners, the user profile, to achieve a correct content tuning for each of the students.  ...  Introduction Existing e-learning systems are not flexible enough to adapt the content presented to users according to their dynamic and complex profiles.  ... 
dblp:conf/caise/MusaGWO06 fatcat:7um266kgeveffoofjeqfcdziv4

Context-based health information retrieval

Carla Teixeira Lopes
2013 SIGIR Forum  
Health Information Retrieval (HIR) applies the concepts and techniques of Information Retrieval (IR) to the actors, behaviors and information of the healthcare domain.  ...  Contextual Information Retrieval (CIR) is a subarea of IR that seeks to incorporate contextual features in the retrieval process towards its improvement.  ...  BACKGROUND AND RELATED WORK In the field of Information Retrieval, the interest to adapt the search process towards the user needs and context has been growing [3] .  ... 
doi:10.1145/2568388.2568414 fatcat:qaevhhfrfffitm2dpagfln2wii

PNS: Personalized Multi-source News Delivery [chapter]

Georgios Paliouras, Mouzakidis Alexandros, Christos Ntoutsis, Angelos Alexopoulos, Christos Skourlas
2006 Lecture Notes in Computer Science  
and present them to the user through a personal Web-based interface.  ...  User models are maintained by statistical analysis and machine learning algorithms.  ...  Retrieval) that is co-funded by the European Social Fund and National Resources (EPEAEK-II)-ARXIMHDHS.  ... 
doi:10.1007/11893004_146 fatcat:oeektqumezcavc3tve3gfor2vq

Learning subjective relevance to facilitate information access

James R. Chen, Nathalie Mathé
1995 Proceedings of the fourth international conference on Information and knowledge management - CIKM '95  
We developed an adaptive system which helps users access information by e mploying learned knowledge about which documents are likely to be relevant, given the current user's information need and user  ...  This system is based on a model, called a relevance network, w h i c h learns and generalizes relevance information in a rapid, cost-e ective, and incremental manner.  ...  Conclusion We h a ve presented a model of subjective relevance for adaptive information access.  ... 
doi:10.1145/221270.221574 dblp:conf/cikm/ChenM95 fatcat:g3lnqknqc5bnnn2pf6daptfhaa
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