Currently browsing: Items authored or edited by Miriam Fernandez https://orcid.org/0000-0001-5939-4321

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2020To Top

Ntoutsi, Eirini; Fafalios, Pavlos; Gadiraju, Ujwal; Iosifidis, Vasileios; Nejdl, Wolfgang; Vidal, Maria-Esther; Ruggieri, Salvatore; Turini, Franco; Papadopoulos, Symeon; Krasanakis, Emmanouil; Kompatsiaris, Ioannis; Kinder-Kurlanda, Katharina; Wagner, Claudia; Karimi, Fariba; Fernandez, Miriam; Alani, Harith; Berendt, Bettina; Kruegel, Tina; Heinze, Christian; Broelemann, Klaus; Kasneci, Gjergji; Tiropanis, Thanassis and Staab, Steffen (2020). Bias in data-driven artificial intelligence systems - An introductory survey. WIREs Data Mining and Knowledge Discovery, article no. e1356.

Khadka, Anita; Cantador, Ivan and Fernandez, Miriam (2020). Exploiting Citation Knowledge in Personalised Recommendation of Recent Scientific Publications. In: LREC 2020, Conference on Language Resources and Evaluation, 11-16 May 2020, Marseille.

Khadka, Anita; Cantador, Ivan and Fernandez, Miriam (2020). Capturing and Exploiting Citation Knowledge for Recommending Recently Published Papers. In: Semantic technologies for smart information sharing and web collaboration Conference Track at 29th IEEE WETICE Conference, 09-11 Jun 2021, Basque Coast - Bayonne, France.

Fernandez, Miriam and Bellogin, Alejandro (2020). Recommender Systems and Misinformation: The Problem or the Solution? In: OHARS Workshop. 14th ACM Conference on Recommender Systems, 22-26 Sep 2020, [Online].

2019To Top

Farrell, Tracie; Fernandez, Miriam; Novotny, Jakub and Alani, Harith (2019). Exploring Misogyny across the Manosphere in Reddit. In: WebSci '19 Proceedings of the 10th ACM Conference on Web Science, pp. 87–96.

Tobaili, Taha; Fernandez, Miriam; Alani, Harith; Sharafeddine, Sanaa; Hajj, Hazem and Glavas, Goran (2019). SenZi: A Sentiment Analysis Lexicon for the Latinised Arabic (Arabizi). In: International Conference Recent Advances In Natural Language Processing 2019 Natural Language Processing in a Deep Learning World: Proceedings (Angelova, Galia; Mitkov, Ruslan; Nikolova, Ivelina and Temnikova, Irina eds.) pp. 1204–1212.

Fernandez, Miriam and Alani, Harith (2019). Artificial Intelligence and Online Extremism: Challenges and Opportunities. In: McDaniel, John L.M. and Pease, Ken eds. Predictive Policing and Artificial Intelligence. Taylor & Francis.

2018To Top

Fernandez, Miriam and Alani, Harith (2018). Contextual Semantics for Radicalisation Detection on Twitter. In: Semantic Web for Social Good Workshop (SW4SG) at International Semantic Web Conference 2018, 9 Oct 2018, CEUR.

Cantador, Iván; Cortés-Cediel, María E.; Fernández, Miriam and Alani, Harith (2018). What’s going on in my city? Recommender systems and electronic participatory budgeting. In: RecSys '18: Proceedings of the 12th ACM Conference on Recommender Systems, ACM, New York, pp. 219–223.

Fernandez, Miriam; Asif, Moizzah and Alani, Harith (2018). Understanding the Roots of Radicalisation on Twitter. In: In WebSci ’18: 10th ACM Conference on Web Science, 27-30 May 2018, Amsterdam, Netherlands, ACM (Association for Computing Machinery).

Fernandez, Miriam and Alani, Harith (2018). Online Misinformation: Challenges and Future Directions. In: WWW ’18 Companion: The 2018 Web Conference Companion, ACM, New York, pp. 595–602.

2017To Top

Khare, Prashant; Fernandez, Miriam and Alani, Harith (2017). Statistical Semantic Classification of Crisis Information. In: 1st workshop of Hybrid Statistical Semantic Understanding and Emerging Semantics (HSSUES), 16th International Semantic Web Conference (ISWC) 2017, 21-22 Oct 2017.

Fernandez, Miriam; Dickinson, Tom and Alani, Harith (2017). An analysis of UK Policing Engagement via Social Media. In: Social Informatics. SocInfo 2017 (Ciampaglia, G.; Mashhadi, A. and Yasseri, T. eds.), Lecture Notes in Computer Science, Springer, pp. 289–304.

Lastra-Díaz, Juan J.; García-Serrano, Ana; Batet, Montserrat; Fernández, Miriam and Chirigati, Fernando (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.

Saif, Hassan; Dickinson, Thomas; Kastler, Leon; Fernandez, Miriam and Alani, Harith (2017). A Semantic Graph-Based Approach for Radicalisation Detection on Social Media. In: ESWC 2017: The Semantic Web - Proceedings, Part I, Lecture Notes in Computer Science, Springer, pp. 571–587.

Burel, Grégoire; Saif, Hassan; Fernandez, Miriam and Alani, Harith (2017). On Semantics and Deep Learning for Event Detection in Crisis Situations. In: Workshop on Semantic Deep Learning (SemDeep), at ESWC 2017, 29 May 2017, Portoroz, Slovenia.

2016To Top

Saif, Hassan; Fernández, Miriam; Rowe, Matthew and Alani, Harith (2016). On the Role of Semantics for Detecting pro-ISIS Stances on Social Media. In: Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), article no. 66.

Scharl, Arno; Föls, Michael; Piccolo, Lara; Fernandez, Miriam and Alani, Harith (2016). Application Design and Engagement Strategy of a Game with a Purpose for Climate Change Awareness. In: Internet Science INSCI 2016 (Bagnoli, F ed.), Lecture Notes in Computer Science, Springer, Cham, pp. 97–104.

Saif, Hassan; Ortega, F. Javier; Fernández, Miriam and Cantador, Iván (2016). Sentiment Analysis in Social Streams. In: Tkalčič, Marko; De Carolis, Berardina; de Gemmis, Marco; Odić, Ante and Košir, Andrej eds. Emotions and Personality in Personalized Services: Models, Evaluation and Applications. Human-Computer Interaction Series. Springer, pp. 119–140.

Fernandez, Miriam; Piccolo, Lara S. G.; Maynard, Diana; Wippoo, Meia; Meili, Christoph and Alani, Harith (2016). Talking Climate Change via Social Media: Communication, Engagement and Behaviour. In: WebSci '16 Proceedings of the 8th ACM Conference on Web Science, ACM, New York, USA, pp. 85–94.

Piccolo, Lara; Fernández, Miriam; Alani, Harith; Scharl, Arno; Föls, Michael and Herring, David (2016). Climate Change Engagement: Results of a Multi-Task Game with a Purpose. In: The Workshops of the Tenth International AAAI Conference on Web and Social Media: Technical Reports WS-16-16 – WS-16-20 (Crandall, David and Fedorov, Roman eds.), AAAI Publications, Palo Alto, California, pp. 191–194.

Saif, Hassan; Bashevoy, Maxim; Taylor, Steve; Fernández, Miriam and Alani, Harith (2016). SentiCircles: A Platform for Contextual and Conceptual Sentiment Analysis. In: ESWC2016: European Semantic Web Conference, 29 May - 02 Jun 2016, Anissaras, Crete, Greece.

Dickinson, Thomas; Fernandez, Miriam; Thomas, Lisa; Mulholland, Paul; Briggs, Pam and Alani, Harith (2016). Detecting Important Life Events on Twitter Using Frequent Semantic and Syntactic Subgraphs. IADIS International Journal on WWW/Internet, 14(2) pp. 23–37.

Saif, Hassan; Fernández, Miriam; Kastler, Leon and Alani, Harith (2016). A Linked Open Data Approach for Sentiment Lexicon Adaptation. In: The 4th International Workshop on Linked Data for Information Extraction, ISWC Conference, 18 Oct 2016.

2015To Top

Dickinson, Thomas; Fernández, Miriam; Thomas, Lisa A.; Mulholland, Paul; Briggs, Pam and Alani, Harith (2015). Identifying Prominent Life Events on Twitter. In: Proceedings of the 8th International Conference on Knowledge Capture, ACM.

Zablith, Fouad; Fernandez, Miriam and Rowe, Matthew (2015). Production and consumption of university Linked Data. Interactive Learning Environments, 23(1) pp. 55–78.

Fernández, Miriam; Burel, Gregoire; Alani, Harith; Piccolo, Lara Schibelsky Godoy; Meili, Christoph and Hess, Raphael (2015). Analysing engagement towards the 2014 Earth Hour Campaign in Twitter. In: EnviroInfo &ICT4S 2015: Building the Knowledge Base for Environmental Action and Sustainability, 7-9 Sep 2015, Copenhagen, Denmark (Forthcoming).

Dickinson, Thomas; Fernández, Miriam; Thomas, Lisa A.; Mulholland, Paul; Briggs, Pam and Alani, Harith (2015). Automatic Identification of Personal Life Events in Twitter. In: ACM Web Science (WebSci '15), 28 Jun - 1 Jul 2015, Oxford, UK.

2014To Top

Fernández, Miriam; Cano, A. Elizabeth and Alani, Harith (2014). Policing engagement via social media. In: City Labs Workshop - SociInfo 2014, 10-13 Nov 2014, Barcelona, Spain.

Cano Basave, Amparo; Fernández, Miriam and Alani, Harith (2014). Detecting child grooming behaviour patterns on social media. In: SociInfo 2014: The 6th International Conference on Social Informatics, 10-13 Nov 2014, Barcelona, Spain.

Saif, Hassan; He, Yulan; Fernández, Miriam and Alani, Harith (2014). Semantic patterns for sentiment analysis of Twitter. In: The Semantic Web – ISWC 2014, Springer International Publishing, pp. 324–340.

Thomas, Keerthi; Fernández, Miriam; Brown, Stuart and Alani, Harith (2014). OUSocial2: a platform for gathering students’ feedback from social media. In: The 13th International Semantic Web Conference (ISWC 2014), 19-23 Oct 2014, Riva Del Garda, Trentino, Italy (Forthcoming).

Fernández, Miriam; Wandhoefer, Timo; Allen, Beccy; Cano Basave, Amparo and Alani, Harith (2014). Using social media to inform policy making: to whom are we listening? In: European Conference on Social Media (ECSM 2014), 10-11 Jul 2014, Brighton, UK.

Fernández, Miriam; Scharl, Arno; Bontcheva, Kalina and Alani, Harith (2014). User profile modelling in online communities. In: Third International Workshop on Semantic Web Collaborative Spaces (SWCS'14) at the 13th International Semantic Web Conference (ISWC 2014), 19-23 Oct 2014, Riva del Garda, Trentino, Italy.

Wandhöfer, Timo; Taylor, Steve; Fernandez, Miriam; Allen, Beccy; Alani, Harith; Joshi, Somya; Walland, Paul; Sizov, Sergej; van Eeckhaute, Catherine; Thamm, Mark; Bleier, Arnim; Mutschke, Peter and Koulolias, Vasilis (2014). Supporting Policy-Makers with Social Media Analysis Tools to Get Aware of Citizens’ Opinions. In: Mahmood, Zaigham ed. IT in the Public Sphere: Applications in Administration, Government, Politics, and Planning. Hershey, PA: IGI Global, pp. 121–156.

Saif, Hassan; Fernández, Miriam; He, Yulan and Alani, Harith (2014). SentiCircles for contextual and conceptual semantic sentiment analysis of Twitter. In: The Semantic Web: Trends and Challenges: 11th International Conference, ESWC 2014, Anissaras, Crete, Greece, May 25-29, 2014. Proceedings, Lecture Notes in Computer Science, Springer Internatioal Publishing, pp. 83–98.

Saif, Hassan; Fernández, Miriam; He, Yulan and Alani, Harith (2014). On stopwords, filtering and data sparsity for sentiment analysis of Twitter. In: LREC 2014, Ninth International Conference on Language Resources and Evaluation. Proceedings., pp. 810–817.

Piccolo, Lara; Baranauskas, Cecília; Fernández, Miriam; Alani, Harith and De Liddo, Anna (2014). Energy consumption awareness in the workplace: technical artefacts and practices. In: XIII Brazilian Symposium on Human Factors in Computer Systems, 27-31 Oct 2014, Foz do Iguaçu, Brazil.

2013To Top

Boden, Christoph; Karnstedt, Marcel; Fernández, Miriam and Volker, Markl (2013). Large-scale social-media analytics on stratosphere. In: 22nd International World Wide Web Conference (WWW 2013), 13-17 May 2014, Rio de Janeiro, Brazil.

Rowe, Matthew; Fernandez, Miriam and Alani, Harith (2013). Modelling and analysis of user behaviour in online communities. IEEE Computer Society Special Technical Community on Social Networking E-Letter, 1(2)

Rowe, Matthew; Fernandez, Miriam; Angeletou, Sofia and Alani, Harith (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.

Fernandez, Miriam; Alani, Harith and Brown, Stuart (2013). OU Social: reaching students in social media. In: 12th International Semantic Web Conference (ISWC 2013), 21-25 Oct 2013, Sydney, Australia, pp. 37–40.

Saif, Hassan; Fernández, Miriam; He, Yulan and Alani, Harith (2013). Evaluation datasets for Twitter sentiment analysis: a survey and a new dataset, the STS-Gold. In: 1st Interantional Workshop on Emotion and Sentiment in Social and Expressive Media: Approaches and Perspectives from AI (ESSEM 2013), 3 Dec 2013, Turin, Italy.

2012To Top

Rowe, Matthew; Fernandez, Miriam; Alani, Harith; Ronen, Inbal; Hayes, Conor and Karnstedt, Marcel (2012). Behaviour analysis across different types of Enterprise Online Communities. In: ACM web Science Conference 2012 (WebSci12), 22-24 Jun 2012, Evanston, U.S.A..

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

Zablith, Fouad; Fernandez, Miriam and Rowe, Matthew (2012). The OU Linked Open Data: production and consumption. In: García-Castro, Raúl; Fensel, Dieter and Antoniou, Grigoris eds. The Semantic Web: ESWC 2011 Workshops: ESWC 2011 Workshops, Heraklion, Greece, May 29-30, 2011, Revised Selected Papers. Lecture Notes in Computer Science (7117). Berlin, Heidelberg: Springer-Verlag, pp. 35–49.

Wandhöfer, Timo; Taylor, Steve; Walland, Paul; Geana, Ruxandra; Weichselbaum, Robert; Fernandez, Miriam and Sizov, Sergej (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.

2011To Top

Fernández, Miriam; Cantador, Iván; López, Vanessa; Vallet, David; Castells, Pablo and Motta, Enrico (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.

Zablith, Fouad; Fernandez, Miriam and Rowe, Matthew (2011). The OU Linked Open Data: production and consumption. In: Linked Learning 2011: 1st International Workshop on eLearning Approaches for the Linked Data Age, 8th Extended Semantic Web Conference (ESWC2011), 29 May 2011, Heraklion, Greece.

Fernandez, Miriam; d'Aquin, Mathieu and Motta, Enrico (2011). Linking Data Across Universities: An Integrated Video Lectures Dataset. In: 10th International Semantic Web Conference (ISWC 2011), 23-27 Oct 2011, Bonn, Germany.

2010To Top

Uren, Victoria; Sabou, Marta; Motta, Enrico; Fernandez, Miriam; Lopez, Vanessa and Lei, Yuangui (2010). Reflections on five years of evaluating semantic search systems. International Journal of Metadata, Semantics and Ontologies (IJMSO), 5(2) pp. 87–98.

2009To Top

Fernandez, Miriam; Lopez, Vanessa; Sabou, Marta; Uren, Victoria; Vallet, David; Motta, Enrico and Castells, Pablo (2009). Using TREC for cross-comparison between classic IR and ontology-based search models at a Web scale. In: Semantic Search 2009 Workshop at the 18th International World Wide Web Conference (WWW 2009), 20 Apr 2009, Madrid, Spain.

Sabou, Marta; Fernandez, Miriam and Motta, Enrico (2009). Evaluating semantic relations by exploring ontologies on the Semantic Web. In: 14th International Conference on Applications of Natural Language to Information Systems (NLDB), 23-26 Jun 2009, Saarland, Germany.

2008To Top

Fernandez, Miriam; Lopez, Vanessa; Motta, Enrico; Sabou, Marta; Uren, Victoria; Vallet, David and Castells, Pablo (2008). Semantic search meets the Web. In: Semantic Computing, 2008 IEEE International Conference on, pp. 253–260.

Cantador, Iván; Szomszor, Martin; Alani, Harith; Fernandez, Miriam and Castells, Pablo (2008). Enriching ontological user profiles with tagging history for multi-domain recommendations. In: 1st International Workshop on Collective Semantics: Collective Intelligence & the Semantic Web (CISWeb 2008), 2 Jun 2008, Tenerife, Spain.

Mylonas, Ph.; Vallet, D.; Castells, P.; Fernandez, M. and Avrithis, Y. (2008). Personalized information retrieval based on context and ontological knowledge. The Knowledge Engineering Review, 23(01) pp. 73–100.

Dolbear, Cathy; Hobson, Paola; Vallet, David; Fernandez, Miriam; Cantadorz, Iván and Castellsz, Pablo (2008). Personalised multimedia summaries. In: Kompatsiaris, Yiannis and Hobson, Paola eds. Semantic Multimedia and Ontologies. London: Springer, pp. 165–183.

Cantador, Iván; Fernandez, Miriam; Vallet, David; Castells, Pablo; Picault, Jérôme and Ribière, Myriam (2008). A multi-purpose ontology-based approach for personalised content filtering and retrieval. Studies in Computational Intelligence, 93 pp. 25–51.

2007To Top

Vallet, D.; Castells, P.; Fernandez, M.; Mylonas, P. and Avrithis, Y. (2007). Personalized content retrieval in context using ontological knowledge. IEEE Transactions on Circuits and Systems for Video Technology, 17(3) pp. 336–346.

Castells, Pablo; Fernandez, Miriam and Vallet, David (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.

Tejedor, J.; Garcia, R.; Fernandez, M.; Lopez-Colino, F. J.; Perdrix, F.; Macias, J. A.; Gil, R. M.; Oliva, M.; Moya, D.; Colas, J. and Castells, P. (2007). Ontology-Based Retrieval of Human Speech. In: 18th International Conference on Database and Expert Systems Applications (DEXA 2007), pp. 485–489.

Cantador, I.; Fernandez, M. and Castells, P. (2007). Improving Ontology Recommendation and Reuse in WebCORE by Collaborative Assessments. In: Workshop on Social and Collaborative Construction of Structured Knowledge at 16th International World Wide Web Conference (WWW 2007), 08-12 May 2007, Banff, Canada.

2006To Top

Fernandez, Miriam; Vallet, David and Castells, Pablo (2006). Using historical data to enhance rank aggregation. In: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '06, p. 643.

Fernandez, Miriam; Cantador, Iván and Castells, Pablo (2006). CORE: a tool for collaborative ontology reuse and evaluation. In: 4th International Workshop on Evaluation of Ontologies for the Web (EON 2006), 23-26 May 2006, Edinburgh, UK.

Fernandez, Miriam; Vallet, David and Castells, Pablo (2006). Probabilistic score normalization for rank aggregation. In: Advances in Information Retrieval, pp. 553–556.

Vallet, David; Cantador, Ivan; Fernandez, Miriam and Castells, Pablo (2006). A multi-purpose ontology-based approach for personalized content filtering and retrieval. In: 2006 First International Workshop on Semantic Media Adaptation and Personalization (SMAP'06), pp. 19–24.

Vallet, David; Fernandez, Miriam; Castells, Pablo; Mylonas, Phivos and Avrithis, Yannis (2006). A contextual personalization approach based on ontological knowledge. In: International Workshop on Context and Ontologies: Theory, Practice and Applications (C and O 2006), 28 Aug - 1 Sep 2006, Riva del Garda, Italy.

Cantador, Iván; Fernandez, Miriam and Castells, Pablo (2006). A collaborative recommendation framework for ontology evaluation and reuse. In: International Workshop on Recommender Systems at 17th European Conference on Artificial Intelligence (ECAI 2006), 28 Aug - 1 Sep 2006, Riva del Garda, Italy.

Vallet, David; Fernandez, Miriam; Castells, Pablo; Mylonas, Phivos and Avrithis, Yannis (2006). Personalized information retrieval in context. In: 3rd International Workshop on Modeling and Retrieval of Context (MRC 2006) at 21st National Conference on Artificial Intelligence (AAAI 2006), 16-20 Jul 2006, Boston, USA.

Evans, Alyson; Fernandez, Miriam; Vallet, David and Castells, Pablo (2006). Adaptive multimedia access: from user needs to semantic personalisation. In: 2006 IEEE International Symposium on Circuits and Systems, pp. 2097–2100.

2005To Top

Vallet-Weadon, David; Fernández-Sánchez, Miriam and Castells-Azpilicueta, Pablo (2005). The quest for information retrieval on the semantic web. UPGRADE: The European Journal for the Informatics Professional, 2005(6) pp. 19–23.

Fernandez, Miriam; Vallett, David and Castells, Pablo (2005). Automatic Annotation and Semantic Search from Protégé. In: 8th International Protege Conference, 18-21 Jul 2005, Madrid, Spain.

Castells, Pablo; Fernandez, Miriam; Vallet, David; Mylonas, Phivos and Avrithis, Yannis (2005). Self-tuning Personalized Information Retrieval in an Ontology-Based Framework. In: On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, pp. 977–986.

Vallet, David; Fernandez, Miriam and Castells, Pablo (2005). An Ontology-Based Information Retrieval Model. In: The Semantic Web: Research and Applications, pp. 455–470.

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