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Walk the line: Toward an efficient user model for recommendations in museums

Pierre-Edouard Osche, Sylvain Castagnos, Amedeo Napoli, Yannick Naudet
2016 2016 11th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP)  
Contrary to many application domains, recommending items within a museum is not only a question of preferences. Of course, the visitors expect suggestions that are likely to interest or please them.  ...  Recent works use the visiting styles [1] or the shortest distance between items [2] to adapt the list of recommendations.  ...  ACKNOWLEDGMENT This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 693150.  ... 
doi:10.1109/smap.2016.7753389 dblp:conf/smap/OscheCNN16 fatcat:fddfzmamqrc5fma7tmxk2hwdpi

Towards Trajectory-Based Recommendations in Museums: Evaluation of Strategies Using Mixed Synthetic and Real Data

María del Carmen Rodríguez-Hernández, Sergio Ilarri, Ramón Hermoso, Raque Trillo-Lado
2017 Procedia Computer Science  
In particular, in recent years, extensive research has focused on the so-called Context-Aware Recommender Systems (CARS), which exploit context data to offer more relevant recommendations.  ...  In particular, in recent years, extensive research has focused on the so-called Context-Aware Recommender Systems (CARS), which exploit context data to offer more relevant recommendations.  ...  Acknowledgments This work has been supported by the projects TIN2016-78011-C4-3-R (AEI/FEDER, UE), TIN2013-46238-C4-4-R, and DGA-FSE.  ... 
doi:10.1016/j.procs.2017.08.355 fatcat:wl4v6qct2fcvjfsfwn53nfysjy

Knowledge‐based mobile learning framework for museums

Tien‐Yu Hsu, Hao‐Ren Ke, Wei‐Pang Yang
2006 Electronic library  
Purpose -The purpose of this study is to propose a knowledge-based mobile learning framework that integrates various types of museum-wide content, and supports ubiquitous, context-aware, personalized learning  ...  Museums can also benefit from implementing this framework through outreach services for educational, promoting and usability needs from combining mobile and Internet communication technologies and learning  ...  The authors would like to thank the Ministry of Economic Affairs of the Republic of China, Taiwan, for financially supporting this research under Contract No. 93031.  ... 
doi:10.1108/02640470610707240 fatcat:6kju5mazfnflxdsbg2rwemp2ua

Supporting small groups in the museum by context-aware communication services

Tsvi Kuflik, Julia Sheidin, Sadek Jbara, Dina Goren-Bar, Pnina Soffer, Oliviero Stock, Massimo Zancanaro
2007 Proceedings of the 12th international conference on Intelligent user interfaces - IUI '07  
These include context-aware communication and alerting services that are provided by the museum visitor's guide system developed in the framework of the PIL (PEACH-Israel) project, as an example case of  ...  a larger variety of possible context-aware services.  ...  ACKNOWLEDGMENTS PIL was developed as part of the collaboration between ITC/irst and the University of Haifa and experimentation is conducted at the Hecht museum at the University of Haifa.  ... 
doi:10.1145/1216295.1216353 dblp:conf/iui/KuflikSJGSSZ07 fatcat:7si5snhq5begrifc3miyhz757m

Imprints of place

Kirsten Boehner, Jennifer Thom-Santelli, Angela Zoss, Geri Gay, Justin S. Hall, Tucker Barrett
2005 CHI '05 extended abstracts on Human factors in computing systems - CHI '05  
Personalization and social awareness, important aspects in the definition of a place, are traditionally overlooked in the design of technology for museums.  ...  Despite some usability issues, response to the system was positive, and it was appropriated for both personalization and awareness of others.  ...  ACKNOWLEDGMENTS This work was partly funded through the CIMI Handscape project with Intel Corporations support.  ... 
doi:10.1145/1056808.1056881 dblp:conf/chi/BoehnerTZGHB05 fatcat:k23edes5ubco5erhfbaygdxxf4

A Multilayer Approach for Recommending Contextual Learning Paths

Francesco Colace, Massimo De Santo, Marco Lombardi, Rosalba Mosca, Domenico Santaniello
2020 Journal of Internet Services and Information Security  
Besides, the proposed approach can exploit context modelling and predictive techniques, which can improve the ability to recommend learning paths.  ...  This engine selects contents and services according to the learner's profile and the context.  ...  to museums that would complete the educational experience.  ... 
doi:10.22667/jisis.2020.05.31.091 dblp:journals/jisis/ColaceSLMS20 fatcat:tae32pyufbas5lcuzkluwc6giy

Exploiting behavioral user models for point of interest recommendation in smart museums

Seyyed Hadi Hashemi, Jaap Kamps
2018 New Review of Hypermedia and Multimedia  
In this article, we experiment with behavioral user models based on interactions with smart devices in a museum, and investigate the personalized recommendation of what to see after visiting an initial  ...  Such smart environments aim to provide an improved, personalized experience based on the trail of user interactions with smart devices, but how does recommendation in smart environments differ from the  ...  to run extensive experiments using the museum as a lab for innovative applications.  ... 
doi:10.1080/13614568.2018.1525436 fatcat:vxtbp44hrfeerc7hjgvruvxx3q

iMuseum: A scalable context-aware intelligent museum system

Zhiyong Yu, Xingshe Zhou, Zhiwen Yu, Jong Hyuk Park, Jianhua Ma
2008 Computer Communications  
A context-aware intelligent museum system can capture the information of the visitor and surroundings, recognize the visitor's purpose, and then assist visiting in the museum.  ...  This paper proposes a scalable context-aware intelligent museum system called iMuseum.  ...  The authors thank all the members from Ubiquitous Computing Lab of NPU for their discussion and implementation of the system.  ... 
doi:10.1016/j.comcom.2008.05.004 fatcat:hkbubsacyvfntcepdc3qr7ikx4

Generic Framework for Context-Aware Communication Services in Visitor's Guides

Tsvi Kuflik, Pnina Soffer, Iris Reinhartz-Berger, Sadek Jbara, Oliviero Stock
2011 Journal of Software Engineering and Applications  
We also show that the suggested framework is not limited to the specific museum visitor's guide system but may facilitate the development of context-aware communication applications in general.  ...  Typically, applications in ubiquitous computing environments are context aware, namely, they react to the situations of their users at a given moment in time.  ...  visitors with personalized and context aware information.  ... 
doi:10.4236/jsea.2011.44030 fatcat:bxaeku4ljje7jlbx76jzwufxmq

Context-Aware Deployment of Services in Public Spaces [chapter]

Ichiro Satoh
2008 Lecture Notes in Computer Science  
This paper presents the context-aware deployment of user-assistant services in public spaces, e.g., museums.  ...  To demonstrate the utility and effectiveness of the framework, we constructed and operated a location/user-aware visitor-guide service in a museum as case studies in the development of context-aware services  ...  We construct a framework for providing context-aware services in a real museum with real users.  ... 
doi:10.1007/978-3-540-87785-1_20 fatcat:wsvdioooubhqvf32zhw7lzkmf4

Unified Context-Aware Augmented Reality Application Framework for User-Driven Tour Guides

Choonsung Shin, Hyejin Kim, Changgu Kang, Youngkyoon Jang, Ahyoung Choi, Woontack Woo
2010 2010 International Symposium on Ubiquitous Virtual Reality  
We propose a unified context-aware augmented reality application framework that supports intelligent guidance and enables users to participate in content generation in museum guidance.  ...  It helps a user find personal interesting artifacts in art galleries by exploiting context-based behavior generation.  ...  Context-Awareness Context-Awareness is the first step to gather and integrate low-level contexts to generate high-level contexts through context fusion, reasoning, and matching.  ... 
doi:10.1109/isuvr.2010.22 fatcat:rdrdr5kkirhc3ieu5rgeq5mvju

Design and Implementation of Context-Aware Musuem Guide Agents

Ichiro SATOH
2010 IEICE transactions on information and systems  
To demonstrate the utility and effectiveness of the system, we constructed location/user-aware visitor-guide services and experimented them for two weeks in a public museum. key words: user navigation,  ...  This paper presents an agent-based system for building and operating context-aware services in public spaces, including museums.  ...  Tohru Sakiyama, for his giving a chance to the experiment at We constructed and operated an experiment at the Museum of Nature and Human Activities in Hyogo.  ... 
doi:10.1587/transinf.e93.d.789 fatcat:hrhacflkujd7jnmxehmz6mskre

An Approach for Recommending Contextualized Services in e-Tourism

Mario Casillo, Fabio Clarizia, Francesco Colace, Marco Lombardi, Francesco Pascale, Domenico Santaniello
2019 Information  
Through this platform, it is possible to search a content within a Knowledge Base and, through the automatic orchestration of services, to activate in a controlled way the access and fruition of the information  ...  At the same time, such innovative solutions should be able to make the answers, connected to these resources, "tailored" to the user who requested it.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/info10050180 fatcat:3mc2vl6gsbdipfcj7abrzqv5gu

Stimulation Of Reflection And Discussion In Museum Visits Through The Use Of Social Media

C. Vassilakis, A. Antoniou, G. Lepouras, V. Poulopoulos, M. Wallace, S. Bampatzia, I. Bourlakos
2017 Zenodo  
of the museum experience...  ...  More specifically, we explore the following aspects: (a) how social media sites can be integrated into the museum user experience (b) how user interactions within the social media, both within the context  ...  Acknowledgements This work has been realized within the project CrossCult: "Empowering reuse of digital cultural heritage in context-aware crosscuts of European history," funded by the European Union's  ... 
doi:10.5281/zenodo.1175264 fatcat:r6mcdsv7anf77g4emhu3clhuui

Context Dependent Preference Acquisition with Personality-Based Active Learning in Mobile Recommender Systems [chapter]

Matthias Braunhofer, Mehdi Elahi, Mouzhi Ge, Francesco Ricci
2014 Lecture Notes in Computer Science  
In this paper, we propose a personalized active learning approach that leverages user's personality data to get more and better in-context ratings.  ...  The accuracy of recommendations largely depends on the quality and quantity of the ratings (preferences) provided by the users.  ...  in context-aware recommendation scenarios.  ... 
doi:10.1007/978-3-319-07485-6_11 fatcat:wbsbdyvqobehvoqnosy43s2emi
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