Showing all 85 Publications linked to Miriam Fernandez

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Senior Research Fellow
Miriam Fernandez Photograph

Dr Miriam Fernandez is a Senior Research Fellow at the Knowledge Media Institute (KMi), Open University, and a member of KMi's Social Data Science Group. Before joining KMi, she was research associate at Universidad Autonoma de Madrid, Spain and software engineer (internship) at Google Zurich, Switzerland. Her research is at the intersection of the Web Science (WS) and Semantic Web communities (SW), where she has contributed with more than 100 peer-reviewed articles in various leading...

Keys: Semantic Web, Information Retrieval, Web Science, Data Analytics


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Fernandez, M. and Alani, H. (2018) Contextual Semantics for Radicalisation Detection on Twitter, Workshop: Semantic Web for Social Good Workshop (SW4SG) at International Semantic Web Conference 2018, CEUR

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Cantador Gutierrez, I., E., C., Fernandez, M. and Alani, H. (2018) What's going on in my city? Recommender systems and electronic participatory budgeting, 12th ACM Conference on Recommender Systems (RecSys '18), Vancouver, BC, Canada, ACM

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Fernandez, M., Asif, M. and Alani, H. (2018) Understanding the Roots of Radicalisation on Twitter, In WebSci '18: 10th ACM Conference on Web Science, Amsterdam, Netherlands, ACM (Association for Computing Machinery)

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Fernandez, M. and Alani, H. (2018) Online Misinformation: Challenges and Future Directions, Web Conference 2018, Lyon, France, pp. 595-602, ACM

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Fernandez, M., Piccolo, L., Maynard, D., Wippoo, M., Meili, C. and Alani, H. (2017) Pro-Environmental Campaigns via Social Media: Analysing Awareness and Behaviour Patterns, Journal of Web Science, 3, 1

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Khare, P., Fernandez, M. and Alani, H. (2017) Statistical Semantic Classification of Crisis Information, Workshop: 1st workshop of Hybrid Statistical Semantic Understanding and Emerging Semantics (HSSUES), 16th International Semantic Web Conference (ISWC) 2017

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Fernandez, M., Dickinson, T. and Alani, H. (2017) An analysis of UK Policing Engagement via Social Media, Social Informatics (SocInfo2017), Oxford, UK, 10539, pp. 289-304, Springer

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Lastra-Díaz, J., García-Serrano, A., Batet, M., Fernandez, M. and Chirigati, F. (2017) HESML: A scalable ontology-based semantic similarity measures library with a set of reproducible experiments and a replication dataset, Information Systems, 66, pp. 97-118

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Burel, G., Saif, H., Fernandez, M. and Alani, H. (2017) On Semantics and Deep Learning for Event Detection in Crisis Situations, Workshop: Workshop on Semantic Deep Learning (SemDeep), at ESWC 2017, Portoroz, Slovenia

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Saif, H., Fernandez, M., Kastler, L. and Alani, H. (2017) Sentiment Lexicon Adaptation with Context and Semantics for the Social Web, Semantic Web Journal, 8, 5, pp. 643-665

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Piccolo, L., De Liddo, A., Burel, G., Fernandez, M. and Alani, H. (2017) Collective intelligence for promoting changes in behaviour: a case study on energy conservation, AI & Society, 33, 1, pp. 15-25

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Saif, H., Dickinson, T., Kastler, L., Fernandez, M. and Alani, H. (2017) A Semantic Graph-Based Approach for Radicalisation Detection on Social Media, Proc. Int. Extended Semantic Web Conference (ESWC), Portorož, Slovenia, 10249, pp. 571-587, Springer

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Saif, H., Fernandez, M., Rowe, M. and Alani, H. (2016) On the Role of Semantics for Detecting pro-ISIS Stances on Social Media, ISWC 2016, Kobe, Japan, 1690

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Scharl, A., Föls, M., Piccolo, L., Fernandez, M. and Alani, H. (2016) Application Design and Engagement Strategy of a Game with a Purpose for Climate Change Awareness, International Conference on Internet Science. INSCI 2016, Florence, Italy, 9934, pp. 97-104, Springer, Cham

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Saif, H., Ortega, J., Fernandez, M. and Cantador Gutierrez, I. (2016) Sentiment Analysis in Social Streams Emotions and Personality in Personalized Services, eds. Springer

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Fernandez, M., Piccolo, L., Maynard, D., Wippoo, M., Meili, C. and Alani, H. (2016) Talking Climate Change via Social Media: Communication, Engagement and Behaviour, Web Science Conference (WebSci), Hannover, Germany, pp. 85-94, ACM

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Piccolo, L., Fernandez, M., Alani, H., Scharl, A., Föls, M. and Herring, D. (2016) Climate Change Engagement: Results of a Multi-Task Game with a Purpose, Workshop: International AAAI Conference on Web and Social Media Tenth International AAAI Conference on Web and Social Media, Cologne, Germany, pp. 191-194, AAAI Publications

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Saif, H., He, Y., Fernandez, M. and Alani, H. (2016) Contextual semantics for sentiment analysis of Twitter, Information Processing and Management, 52, 1, pp. 5-19

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Saif, H., Bashevoy, M., Taylor, S., Fernandez, M. and Alani, H. (2016) SentiCircles: A Platform for Contextual and Conceptual Sentiment Analysis, ESWC2016: European Semantic Web Conference, Anissaras, Crete, Greece

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Dickinson, T., Fernandez, M., Thomas, L., Mulholland, P., Briggs, P. and Alani, H. (2016) Identifying Important Life Events from Twitter Using Semantic and Syntactic Patterns, 15th International Conference WWW/Internet 2016, Mannheim, Germany, pp. 143-150, IADIS Press

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Dickinson, T., Fernandez, M., Thomas, L., Mulholland, P., Briggs, P. and Alani, H. (2016) Detecting Important Life Events on Twitter Using Frequent Semantic and Syntactic Subgraphs, IADIS International Journal on WWW/Internet, 14, 2, pp. 23-37

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Saif, H., Fernandez, M., Kastler, L. and Alani, H. (2016) A Linked Open Data Approach for Sentiment Lexicon Adaptation, Workshop: The 4th International Workshop on Linked Data for Information Extraction, ISWC Conference

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Dickinson, T., Fernandez, M., Thomas, L., Mulholland, P., Briggs, P. and Alani, H. (2015) Identifying Prominent Life Events on Twitter, K-CAP 2015 Proceedings of the 8th International Conference on Knowledge Capture, New York, ACM

 

Taylor, S. and Fernandez, M. (2015) An Information Acquisition and Analysis Toolkit for Policy Makers in Governmental and Legislative Institutions, eChallengues 2015, Vilnius, Lithuania

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Fernandez, M., , g., Alani, H., Meili, L. and Hess, R. (2015) Analysing engagement towards the 2014 Earth Hour Campaign in Twitter, EnviroInfo &ICT4S 2015: Building the Knowledge Base for Environmental Action and Sustainability, Copenhagen, Denmark

 

, Fernandez, M., Joshi, S., Larsson, A., Ibrahim, O., Taylor, S., Bashevoy, M. and , . (2015) Policy Making in a Complex World: The Opportunities and Risks Presented by New Technologies, 2nd European TA Conference, Berlin, Germany

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Dickinson, T., Fernandez, M., Thomas, L., Mulholland, P., Briggs, P. and Alani, H. (2015) Automatic Identification of Personal Life Events in Twitter, ACM Web Science (WebSci '15), Oxford, UK

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Fernandez, M., Burel, G., Alani, H., Piccolo, L., Meili, C. and Hess, R. (2015) Analysing engagement towards the 2014 Earth Hour Campaign in Twitter, EnviroInfo &ICT4S 2015: Building the Knowledge Base for Environmental Action and Sustainability, Copenhagen, Denmark (Forthcoming)

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Dickinson, T., Fernandez, M., Thomas, L., Mulholland, P., Briggs, P. and Alani, H. (2015) Identifying Prominent Life Events on Twitter, 8th International Conference on Knowledge Capture, New York, America

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Zablith, F., Fernandez, M. and Rowe, M. (2015) Production and consumption of university Linked Data, Interactive Learning Environments, 23, 1, pp. 55-78

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Fernandez, M., Cano, A. and Alani, H. (2014) Policing engagement via social media, Workshop: City Labs Workshop - SociInfo 2014, Barcelona, Spain

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Basave, A., Fernandez, M. and Alani, H. (2014) Detecting child grooming behaviour patterns on social media, SociInfo 2014: The 6th International Conference on Social Informatics, Barcelona, Spain

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Saif, H., He, Y., Fernandez, M. and Alani, H. (2014) Semantic patterns for sentiment analysis of Twitter, 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Trentino, Italy, 8797, pp. 324-340, Springer International Publishing

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Saif, H., Fernandez, M. and Alani, H. (2014) Automatic stopword generation using contextual semantics for sentiment analysis of Twitter, 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Trentino, Italy, 1272

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Thomas, K., Fernandez, M., Brown, S. and Alani, H. (2014) OUSocial2: a platform for gathering students' feedback from social media, The 13th International Semantic Web Conference (ISWC 2014), Riva Del Garda, Trentino, Italy (Forthcoming)

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Fernandez, M., Wandhoefer, T., Allen, B., Basave, A. and Alani, H. (2014) Using social media to inform policy making: to whom are we listening?, European Conference on Social Media (ECSM 2014), Brighton, UK

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Saif, H., He, Y., Fernandez, M. and Alani, H. (2014) Adapting sentiment lexicons using contextual semantics for sentiment analysis of Twitter, Workshop: Workshop 5: SemanticSentimentAnalysis2014: Semantic Web and Sentiment Analysis, Crete, Greece, 8798, pp. 54-63, Springer International Publishing

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Fernandez, M., Scharl, A., Bontcheva, K. and Alani, H. (2014) User profile modelling in online communities, Workshop: Third International Workshop on Semantic Web Collaborative Spaces (SWCS'14) at the 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Trentino, Italy

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Wandhöfer, T., Taylor, S., Fernandez, M., Allen, B., Alani, H., Joshi, S., Walland, P., Sizov, S., Eeckhaute, C., Thamm, M., Bleier, A., Mutschke, P. and Koulolias, V. (2014) Supporting Policy-Makers with Social Media Analysis Tools to Get Aware of Citizens' Opinions, in eds. Zaigham Mahmood, IT in the Public Sphere: Applications in Administration, Government, Politics, and Planning, pp. 121-156, IGI Global

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Piccolo, L., Baranauskas, C., Fernandez, M., Alani, H. and De Liddo, A. (2014) Energy consumption awareness in the workplace: technical artefacts and practices, XIII Brazilian Symposium on Human Factors in Computer Systems, Foz do Iguaçu, Brazil

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Saif, H., Fernandez, M., He, Y. and Alani, H. (2014) SentiCircles for contextual and conceptual semantic sentiment analysis of Twitter, 11th ESWC 2014, Crete, Greece, pp. 83-98, Springer Internatioal Publishing

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Saif, H., Fernandez, M., He, Y. and Alani, H. (2014) On stopwords, filtering and data sparsity for sentiment analysis of Twitter, LREC 2014, Ninth International Conference on Language Resources and Evaluation, Reykjavik, Iceland, pp. 810-817

 

Karnstedt, M., Hayes, C., Alani, H. and Fernandez, M. (2013) Scalable Analytics to Enable Risk Management in Online Communities, 26th European Conference on Operational Research (EURO'13), Rome, Italy

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Rowe, M., Fernandez, M. and Alani, H. (2013) Modelling and Analysing User Behaviour in Online Communities, IEEE Special Technical Community on Social Networks e-letter, 1, (2)

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Boden, C., Karnstedt, M., Fernandez, M. and Volker, M. (2013) Large-scale social-media analytics on stratosphere, 22nd International World Wide Web Conference (WWW 2013), Rio de Janeiro, Brazil

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Rowe, M., Fernandez, M. and Alani, H. (2013) Modelling and analysis of user behaviour in online communities, IEEE Computer Society Special Technical Community on Social Networking E-Letter, web, 1, 2, STCSN

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Rowe, M., Fernandez, M., Angeletou, S. and Alani, H. (2013) Community analysis through semantic rules and role composition derivation, Journal of Web Semantics: Science, Services and Agents on the World Wide Web, 18, 1, pp. 31-47

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Fernandez, M., Alani, H. and Brown, S. (2013) OU Social: reaching students in social media, 12th International Semantic Web Conference (ISWC 2013), Sydney, Australia, pp. 37-40

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Saif, H., Fernandez, M., He, Y. and Alani, H. (2013) Evaluation datasets for Twitter sentiment analysis: a survey and a new dataset, the STS-Gold, Workshop: 1st Interantional Workshop on Emotion and Sentiment in Social and Expressive Media: Approaches and Perspectives from AI (ESSEM 2013), Turin, Italy

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, Taylor, S., Walland, P., Geana, R., Weichselbaum, R., Fernandez, M. and Sizov, S. (2012) Determining Citizens' Opinions About Stories in the News Media, eJournal of eDemocracy & Open Government (JeDEM), 4, 2, pp. 198-221

 

Wandhoefer, T., Eeckhaute, C., Taylor, S. and Fernandez, M. (2012) WeGov analysis tools to connect Policy Makers with Citizens online, Workshop: tGov Transforming Government Workshop, London, UK

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Rowe, M., Fernandez, M., Alani, H., Ronen, I., Hayes, C. and Karnstedt, M. (2012) Behaviour analysis across different types of Enterprise Online Communities, ACM web Science Conference 2012 (WebSci12), Evanston, U.S.A.

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Sabou, M. and Fernandez, M. (2012) Ontology (network) evaluation, in eds. Mari Carmen Suárez-Figueroa, Asunción Gómez-Pérez, Enrico Motta, Aldo Gangemi, Ontology Engineering in a Networked World, pp. 193-212, Springer

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Wandhöfer, T., Taylor, S., Walland, P., Geana, R., Weichselbaum, R., Fernandez, M. and Sizov, S. (2012) Determining citizens' opinions about stories in the news media: analysing Google, Facebook and Twitter, eJournal of eDemocracy & Open Government (JeDEM), 4, 2, pp. 198-221

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Fernandez, M., Cantador, I., López, V., Vallet, D., Castells, P. and Motta, E. (2011) Semantically enhanced information retrieval: an ontology-based approach, Journal of Web Semantics: Science, Services and Agents on the World Wide Web, 9, 4, pp. 434-452

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Lopez, V., Fernandez, M., Motta, E. and Stieler, N. (2011) PowerAqua: supporting users in querying and exploring the semantic web, Semantic Web, 3, 3, pp. 249-265

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Zablith, F., Fernandez, M. and Rowe, M. (2011) The OU Linked Open Data: production and consumption, Workshop: Linked Learning 2011: 1st International Workshop on eLearning Approaches for the Linked Data Age, 8th Extended Semantic Web Conference (ESWC2011), Heraklion, Greece

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Fernandez, M., Zhang, Z., Lopez, V., Uren, V. and Motta, E. (2011) Ontology augmentation: combining semantic web and text resources, 6th International Conference on Knowledge Capture (K-CAP 2011), Banff, Alberta, Canada

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Fernandez, M., d'Aquin, M. and Motta, E. (2011) Linking Data Across Universities: An Integrated Video Lectures Dataset, 10th International Semantic Web Conference (ISWC 2011), Bonn, Germany

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Fernandez, M., Sabou, M., Knoth, P. and Motta, E. (2010) Predicting the quality of semantic relations by applying Machine Learning classifiers (Best Poster Award), Poster at EKAW 2010 - Knowledge Engineering and Knowledge Management by the Masses, Lisbon, Portugal

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Uren, V., Sabou, M., Motta, E., Fernandez, M., Lopez, V. and Lei, Y. (2010) Reflections on five years of evaluating semantic search systems, International Journal of Metadata, Semantics and Ontologies (IJMSO), 5, 2, pp. 87-98

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Fernandez, M., Sabou, M., Knoth, P. and Motta, E. (2010) Predicting the quality of semantic relations by applying Machine Learning classifiers, EKAW 2010 - Knowledge Engineering and Knowledge Management by the Masses, Lisbon, Portugal

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Fernandez, M., Lopez, V., Sabou, M., Uren, V., Vallet, D., Motta, E. and Castells, P. (2009) Using TREC for cross-comparison between classic IR and ontology-based search models at a Web scale, Workshop: Semantic Search 2009 Workshop at the 18th International World Wide Web Conference (WWW 2009), Madrid, Spain

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Sabou, M., Fernandez, M. and Motta, E. (2009) Evaluating semantic relations by exploring ontologies on the Semantic Web, 14th International Conference on Applications of Natural Language to Information Systems (NLDB), Saarland, Germany

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Fernandez, M., Overbeeke, C., Sabou, M. and Motta, E. (2009) What makes a good ontology? A case-study in fine-grained knowledge reuse, 4th Asian Semantic Web Conference (ASWC 2009), Shanghai, China

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Fernandez, M., Lopez, V., Motta, E., Sabou, M., Uren, V., Vallet, D. and Castells, P. (2008) Semantic search meets the Web, 2008 IEEE International Conference on Semantic Computing, Santa Clara, CA, USA, pp. 253-260

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Cantador, I., Szomszor, M., Alani, H., Fernandez, M. and Castells, P. (2008) Enriching ontological user profiles with tagging history for multi-domain recommendations, Workshop: 1st International Workshop on Collective Semantics: Collective Intelligence & the Semantic Web (CISWeb 2008), Tenerife, Spain

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Dolbear, C., Hobson, P., Vallet, D., Fernandez, M., Cantadorz, I. and Castellsz, P. (2008) Personalised multimedia summaries, in eds. Yiannis Kompatsiaris, Paola Hobson, Semantic Multimedia and Ontologies, pp. 165-183, Springer

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Cantador, I., Fernandez, M., Vallet, D., Castells, P., Picault, J. and Ribière, M. (2008) A multi-purpose ontology-based approach for personalised content filtering and retrieval, Studies in Computational Intelligence, 93, pp. 25-51

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Cantador Gutierrez, I., Fernandez, M. and Castells, P. (2007) Improving Ontology Recommendation and Reuse in WebCORE by Collaborative Assessments, Workshop: Social and Collaborative Construction of Structured Knowledge at 16th International World Wide Web Conference (WWW 2007), Banff, Canada

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Castells, P., Fernandez, M. and Vallet, D. (2007) An adaptation of the Vector-Space Model for ontology-based information retrieval, IEEE Transactions on Knowledge and Data Engineering, 19, 2, pp. 261-272

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Lopez, V., Fernandez, M., Motta, E., Sabou, M. and Uren, V. (2007) Question Answering on the Real Semantic Web, The 6th International Semantic Web Conference (ISWC 2007), Busan, Korea

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Fernandez, M., Vallet, D. and Castells, P. (2006) Probabilistic Score Normalization for Rank Aggregation, Poster at 28th European Conference on Information Retrieval (ECIR 2006), London, UK

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Vallet, D., Cantador Gutierrez, I., Fernandez, M. and Castells, P. (2006) A multi-purpose ontology-based approach for personalized content filtering and retrieval, Workshop: 1st International Workshop on Semantic Media Adaptation and Personalization (SMAP 2006), Athens, Greece, pp. 19-24

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Vallet, D., Fernandez, M., Castells, P., Mylonas, P. and Avrithis, Y. (2006) A contextual personalization approach based on ontological knowledge, Workshop: International Workshop on Context and Ontologies: Theory, Practice and Applications (C and O 2006), Riva del Garda, Italy

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Cantador, I., Fernandez, M. and Castells, P. (2006) A collaborative recommendation framework for ontology evaluation and reuse, Workshop: International Workshop on Recommender Systems at 17th European Conference on Artificial Intelligence (ECAI 2006), Riva del Garda, Italy

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Vallet, D., Fernandez, M., Castells, P., Mylonas, P. and Avrithis, Y. (2006) Personalized information retrieval in context, Workshop: 3rd International Workshop on Modeling and Retrieval of Context (MRC 2006) at 21st National Conference on Artificial Intelligence (AAAI 2006), Boston, USA

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Fernandez, M., Cantador, I. and Castells, P. (2006) CORE: a tool for collaborative ontology reuse and evaluation, Workshop: 4th International Workshop on Evaluation of Ontologies for the Web (EON 2006), Edinburgh, UK

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Evans, A., Fernandez, M., Vallet, D. and Castells, P. (2006) Adaptive multimedia access: from user needs to semantic personalisation, IEEE International Symposium on Circuits and Systems (ISCAS 2006), Island of Kos, Greece, pp. 2097-2100

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Fernandez, M., Vallet, D. and Castells, P. (2006) Probabilistic score normalization for rank aggregation, 28th European Conference on Information Retrieval (ECIR 2006), London, UK, 3936, pp. 553-556

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Fernandez, M., Vallet, D. and Castells, P. (2006) Using historical data to enhance rank aggregation, 29th Annual International ACM Conference on Research and Development on Information Retrieval (SIGIR 2006), Seattle, WA, USA, pp. 643

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Vallet-Weadon, D., Fernandez, M. and Castells-Azpilicueta, P. (2005) The quest for information retrieval on the semantic web, UPGRADE: The European Journal for the Informatics Professional, 2005, 6, pp. 19-23

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Castells, P., Fernandez, M., Vallet, D., Mylonas, P. and Avrithis, Y. (2005) Self-tuning Personalized Information Retrieval in an Ontology-Based Framework, Workshop: 1st IFIP WG 2.12 & WG 12.4 International Workshop on Web Semantics (SWWS 2005), Agia Napa, Cyprus, 3762, pp. 977-986

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Fernandez, M., Vallett, D. and Castells, P. (2005) Automatic Annotation and Semantic Search from Protégé, 8th International Protege Conference, Madrid, Spain

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Vallet, D., Fernandez, M. and Castells, P. (2005) An Ontology-Based Information Retrieval Model, The Semantic Web: Research and Applications 2nd European Semantic Web Conference (ESWC 2005), Heraklion, Crete, Greece, 3532, pp. 455-470

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