Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Using statistical testing in the evaluation of retrieval experiments
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Assessing agreement on classification tasks: the kappa statistic
Computational Linguistics
Reexamining the cluster hypothesis: scatter/gather on retrieval results
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
A fast fixed-point algorithm for independent component analysis
Neural Computation
Cyberguide: a mobile context-aware tour guide
Wireless Networks - Special issue: mobile computing and networking: selected papers from MobiCom '96
Foundations of statistical natural language processing
Foundations of statistical natural language processing
The computer for the 21st century
ACM SIGMOBILE Mobile Computing and Communications Review - Special issue dedicated to Mark Weiser
A Framework for Collaborative, Content-Based and Demographic Filtering
Artificial Intelligence Review - Special issue on data mining on the Internet
Analysis of recommendation algorithms for e-commerce
Proceedings of the 2nd ACM conference on Electronic commerce
A vector space model for automatic indexing
Communications of the ACM
Capturing knowledge of user preferences: ontologies in recommender systems
Proceedings of the 1st international conference on Knowledge capture
SEAL: a framework for developing SEmantic PortALs
Proceedings of the 1st international conference on Knowledge capture
The FindMe Approach to Assisted Browsing
IEEE Expert: Intelligent Systems and Their Applications
Proceedings of the 2nd international conference on Knowledge capture
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Ontological user profiling in recommender systems
ACM Transactions on Information Systems (TOIS)
The museum visit: generating seamless personalized presentations on multiple devices
Proceedings of the 9th international conference on Intelligent user interfaces
Verbs semantics and lexical selection
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
How to make a semantic web browser
Proceedings of the 13th international conference on World Wide Web
Retrieving and Semantically Integrating Heterogeneous Data from the Web
IEEE Intelligent Systems
Semantic integration: a survey of ontology-based approaches
ACM SIGMOD Record
Incorporating contextual information in recommender systems using a multidimensional approach
ACM Transactions on Information Systems (TOIS)
An enhanced model for searching in semantic portals
WWW '05 Proceedings of the 14th international conference on World Wide Web
Context-based design of mobile applications for museums: a survey of existing practices
Proceedings of the 7th international conference on Human computer interaction with mobile devices & services
Case-based recommender systems
The Knowledge Engineering Review
An Adaptation of the Vector-Space Model for Ontology-Based Information Retrieval
IEEE Transactions on Knowledge and Data Engineering
On the enhancement of collaborative filtering by demographic data
Web Intelligence and Agent Systems
An Integrated Environment for the Development of Knowledge-Based Recommender Applications
International Journal of Electronic Commerce
Deciphering Trends in Mobile Search
Computer
Activity-based serendipitous recommendations with the Magitti mobile leisure guide
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Representation of context-dependant knowledge in ontologies: A model and an application
Expert Systems with Applications: An International Journal
Evaluation of an ontology-content based filtering method for a personalized newspaper
Proceedings of the 2008 ACM conference on Recommender systems
On exploiting classification taxonomies in recommender systems
AI Communications - Recommender Systems
Web Semantics: Science, Services and Agents on the World Wide Web
Recommendations based on semantically enriched museum collections
Web Semantics: Science, Services and Agents on the World Wide Web
Ontology-Based Personalised and Context-Aware Recommendations of News Items
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Mobile HolstenTour: contextualized multimedia museum guide
Proceedings of the 6th International Conference on Advances in Mobile Computing and Multimedia
A personalized walk through the museum: the CHIP interactive tour guide
CHI '09 Extended Abstracts on Human Factors in Computing Systems
Knowledge-Based Linguistic Annotation of Digital Cultural Heritage Collections
IEEE Intelligent Systems
A survey of Web clustering engines
ACM Computing Surveys (CSUR)
Personalized Context-Aware Recommendations in SMARTMUSEUM: Combining Semantics with Statistics
SEMAPRO '09 Proceedings of the 2009 Third International Conference on Advances in Semantic Processing
MuseumFinland-Finnish museums on the semantic web
Web Semantics: Science, Services and Agents on the World Wide Web
An event-based approach for semantic metadata interoperability
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Contextual queries express mobile information needs
Proceedings of the 12th international conference on Human computer interaction with mobile devices and services
Semantically enhanced Information Retrieval: An ontology-based approach
Web Semantics: Science, Services and Agents on the World Wide Web
Gumo: the general user model ontology
UM'05 Proceedings of the 10th international conference on User Modeling
A semantic recommender engine enabling an etourism scenario
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Finding your way through the rijksmuseum with an adaptive mobile museum guide
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part I
Domain specific data retrieval on the semantic web
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
A method for determining ontology-based semantic relevance
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
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Semantic and context knowledge has been envisioned as an appropriate solution for addressing the content heterogeneity and information overload in mobile Web information access, but few have explored their full potential in mobile scenarios, where information objects refer to their physical counterparts, and retrieval is context-aware and personalized for users. We present SMARTMUSEUM, a mobile ubiquitous recommender system for the Web of Data, and its application to information needs of tourists in context-aware on-site access to cultural heritage. The SMARTMUSEUM system utilizes Semantic Web languages as the form of data representation. Ontologies are used to bridge the semantic gap between heterogeneous content descriptions, sensor inputs, and user profiles. The system makes use of an information retrieval framework wherein context data and search result clustering are used in recommendation of suitable content for mobile users. Results from laboratory experiments demonstrate that ontology-based reasoning, query expansion, search result clustering, and context knowledge lead to significant improvement in recommendation performance. The results from field trials show that the usability of the system meets users' expectations in real-world use. The results indicate that semantic content representation and retrieval can significantly improve the performance of mobile recommender systems in knowledge-rich domains.