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Alexandra I. Cristea

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

120

Venues

29

Active years

1998–2025

Best venue rank

A*

Where they publish

Papers

120 indexed papers, newest first.

YearVenueTitleAuthors
2025AIEDPersonality-Aware Conversational Intelligent Tutoring System with GenAI: Studying the Effect on Learners in Introductory Programming.Amani Alrobai, Alexandra I. Cristea
2025AIEDFrom One-Size-Fits-All to Personalisation: Transforming Gamified Learning Through Localisation and Multidimensionality in the Arab Culture.Ghadeer Alshamrani, Alexandra I. Cristea
2025AIEDFrom Test Scores to Neural Spikes: Predicting Students' Abstract Reasoning Ability Using EEG with Attention-Based Models.Stefano D'Urso, Ziqi Pan, Alexandra I. Cristea, Filippo Sciarrone
2025AIEDIntegrating GNNs and Knowledge Graph Patches in Recommendations in MOOCs.Zhifei Hu, Alexandra I. Cristea, Feng Xia
2025AIEDSPAR-GNN: Knowledge Tracing with Behavioural Patterns and Selective LLM Feedback.Zhongtian Sun, Jingyun Wang, Ahmed Alamri, Alexandra I. Cristea
2025InteractTutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation.Zhaoxing Li, Jindi Wang, Wen Gu, Vahid Yazdanpanah, Lei Shi, Alexandra I. Cristea, Sarah Kiden, Sebastian Stein
2025ITSMulti-domain Evaluation of Auto-paraphrase Generation at Paragraph-Level: Insights for Education and Plagiarism Detection.Arwa Al Saqaabi, Craig D. Stewart, Eleni C. Akrida, Alexandra I. Cristea
2024AIEDNatural Language Processing for a Personalised Educational Experience in Virtual Reality.Nuha Alghamdi, Alexandra I. Cristea
2024AIEDMOOCRev: A Large-Scale Data Repository for Course Reviews.Mohammad Alshehri, Fahd Alfarsi, Ahmed Alamri, Laila Alrajhi, Saman Rizvi, Filipe Dwan Pereira, Seiji Isotani, Alexandra I. Cristea
2024AIEDVirtual Reality (VR) in Safety Education: A Case Study of Mining Engineering.Haoqian Chang, Ziqi Pan, Alexandra I. Cristea
2024AIEDReducing University Students' Exam Anxiety via Mindfulness-Based Cognitive Therapy in VR with Real-Time EEG Neurofeedback.Ziqi Pan, Alexandra I. Cristea, Frederick W. B. Li
2024ECMSHybrid Agent-Based Machine Learning Simulation Of A Classroom Disruption Model.Khulood Alharbi, Alexandra I. Cristea
2024ITSTowards Neuro-Enhanced Education: A Systematic Review of BCI-Assisted Development for Non-academic Skills and Abilities.Ziqi Pan, Alexandra I. Cristea
2024ITSParaphrase Generation and Identification at Paragraph-Level.Arwa Al Saqaabi, Craig D. Stewart, Eleni C. Akrida, Alexandra I. Cristea
2023EDUCONPICA-PICA: Exploring a Customisable Smart STEAM Educational Approach via a Smooth Combination of Programming, Engineering and Art.Takashi Nagai, Strahinja Klem, Mizue Kayama, Takehiko Asuke, Maram Meccawy, Jingyun Wang, Alexandra I. Cristea, Craig D. Stewart, Lei Shi
2023ICLRAdaptive Distance Message Passing From the Multi-Relational Edge View.Zhongtian Sun, Alexandra I. Cristea, Pietro Lio, Jialin Yu
2023ITSPlug & Play with Deep Neural Networks: Classifying Posts that Need Urgent Intervention in MOOCs.Laila Alrajhi, Alexandra I. Cristea
2023WWWImproving Health Mention Classification Through Emphasising Literal Meanings: A Study Towards Diversity and Generalisation for Public Health Surveillance.Olanrewaju Tahir Aduragba, Jialin Yu, Alexandra I. Cristea, Yang Long
2022AIEDBi-directional Mechanism for Recursion Algorithms: A Case Study on Gender Identification in MOOCs.Tahani Aljohani, Alexandra I. Cristea, Laila Alrajhi
2022AIEDA Good Classifier is Not Enough: A XAI Approach for Urgent Instructor-Intervention Models in MOOCs.Laila Alrajhi, Filipe Dwan Pereira, Alexandra I. Cristea, Tahani Aljohani
2022AIEDAdopting Automatic Machine Learning for Temporal Prediction of Paid Certification in MOOCs.Mohammad Alshehri, Ahmed Alamri, Alexandra I. Cristea
2022AIEDMOOCs Paid Certification Prediction Using Students Discussion Forums.Mohammad Alshehri, Alexandra I. Cristea
2022AIEDBalancing Fined-Tuned Machine Learning Models Between Continuous and Discrete Variables - A Comprehensive Analysis Using Educational Data.Efthyvoulos Drousiotis, Panagiotis Pentaliotis, Lei Shi, Alexandra I. Cristea
2022AIEDSimStu-Transformer: A Transformer-Based Approach to Simulating Student Behaviour.Zhaoxing Li, Lei Shi, Alexandra I. Cristea, Yunzhan Zhou, Chenghao Xiao, Ziqi Pan
2022AIEDGARFIELD: A Recommender System to Personalize Gamified Learning.Luiz A. L. Rodrigues, Armando M. Toda, Filipe D. Pereira, Paula T. Palomino, Ana C. T. Klock, Marcela Pessoa, David B. F. Oliveira, Isabela Gasparini, Elaine H. T. Oliveira, Alexandra I. Cristea, Seiji Isotani
2022AIEDGamification Through the Looking Glass - Perceived Biases and Ethical Concerns of Brazilian Teachers.Armando M. Toda, Paula T. Palomino, Luiz A. L. Rodrigues, Ana C. T. Klock, Filipe D. Pereira, Simone de Sousa Borges, Isabela Gasparini, Elaine H. Teixeira, Seiji Isotani, Alexandra I. Cristea
2022AIEDAn AI-Based Feedback Visualisation System for Speech Training.Adam T. Wynn, Jingyun Wang, Kaoru Umezawa, Alexandra I. Cristea
2022AIEDFine-grained Main Ideas Extraction and Clustering of Online Course Reviews.Chenghao Xiao, Lei Shi, Alexandra I. Cristea, Zhaoxing Li, Ziqi Pan
2022AIEDAssisting Teachers in Finding Online Learning Resources: The Value of Social Recommendations.Elad Yacobson, Armando M. Toda, Alexandra I. Cristea, Giora Alexandron
2022EDMA Topic-Centric Crowdsourced Assisted Biomedical Literature Review Framework for Academics.Ryan Hodgson, Jingyun Wang, Alexandra I. Cristea, Fumiko Matsuzaki, Hiroyuki Kubota
2022EDMA Paraphrase Identification Approach in Paragraph length texts.Arwa Al Saqaabi, Craig D. Stewart, Eleni C. Akrida, Alexandra I. Cristea
2022EDMTowards the understanding of cultural differences in between gamification preferences: A data-driven comparison between the US and Brazil.Armando M. Toda, Ana C. T. Klock, Filipe Dwan Pereira, Luiz A. L. Rodrigues, Paula Toledo Palomino, Vincius Lopes, Craig D. Stewart, Elaine H. T. Oliveira, Isabela Gasparini, Seiji Isotani, Alexandra I. Cristea
2022EDMUsing AI, ML and Sentiment Analysis to Increase Diversity and Equity in Technology Training and Careers.Jonathan Young, Sue Black, Alexandra I. Cristea, Ryan Hodgson, Cristina Todor
2022ICDMA Paraphrase Identification Approach in Paragraph Length Texts.Arwa Al Saqaabi, Eleni C. Akrida, Alexandra I. Cristea, Craig D. Stewart
2022IJCNNContrastive Learning with Heterogeneous Graph Attention Networks on Short Text Classification.Zhongtian Sun, Anoushka Harit, Alexandra I. Cristea, Jialin Yu, Lei Shi, Noura Al Moubayed
2022IJCNNINTERACTION: A Generative XAI Framework for Natural Language Inference Explanations.Jialin Yu, Alexandra I. Cristea, Anoushka Harit, Zhongtian Sun, Olanrewaju Tahir Aduragba, Lei Shi, Noura Al Moubayed
2022IJCNNEfficient Uncertainty Quantification for Multilabel Text Classification.Jialin Yu, Alexandra I. Cristea, Anoushka Harit, Zhongtian Sun, Olanrewaju Tahir Aduragba, Lei Shi, Noura Al Moubayed
2022ITSIntervention Prediction in MOOCs Based on Learners' Comments: A Temporal Multi-input Approach Using Deep Learning and Transformer Models.Laila Alrajhi, Ahmed Alamri, Alexandra I. Cristea
2022ITSMEMORABLE: A Multi-playEr custoMisable seriOus Game fRAmework for cyBer-security LEarning.Jingyun Wang, Ryan Hodgson, Alexandra I. Cristea
2021AIEDAgent-Based Classroom Environment Simulation: The Effect of Disruptive Schoolchildren's Behaviour Versus Teacher Control over Neighbours.Khulood Alharbi, Alexandra I. Cristea, Lei Shi, Peter Tymms, Chris Brown
2021AIEDCapturing Fairness and Uncertainty in Student Dropout Prediction - A Comparison Study.Efthyvoulos Drousiotis, Panagiotis Pentaliotis, Lei Shi, Alexandra I. Cristea
2021AMIADetecting Fine-Grained Emotions on Social Media during major Disease Outbreaks: Health and Well-being before and during the COVID-19 Pandemic.Olanrewaju Tahir Aduragba, Jialin Yu, Alexandra I. Cristea, Lei Shi
2021IJCNNA Generative Bayesian Graph Attention Network for Semi-Supervised Classification on Scarce Data.Zhongtian Sun, Anoushka Harit, Jialin Yu, Alexandra I. Cristea, Noura Al Moubayed
2021ITSMOOC Next Week Dropout Prediction: Weekly Assessing Time and Learning Patterns.Ahmed Alamri, Zhongtian Sun, Alexandra I. Cristea, Craig D. Stewart, Filipe Dwan Pereira
2021ITSAgent-Based Simulation of the Classroom Environment to Gauge the Effect of Inattentive or Disruptive Students.Khulood Alharbi, Alexandra I. Cristea, Lei Shi, Peter Tymms, Chris Brown
2021ITSTraining Temporal and NLP Features via Extremely Randomised Trees for Educational Level Classification.Tahani Aljohani, Alexandra I. Cristea
2021ITSUrgency Analysis of Learners' Comments: An Automated Intervention Priority Model for MOOC.Laila Alrajhi, Ahmed Alamri, Filipe Dwan Pereira, Alexandra I. Cristea
2021ITSPredicting Certification in MOOCs Based on Students' Weekly Activities.Mohammad Alshehri, Ahmed Alamri, Alexandra I. Cristea
2021ITSWide-Scale Automatic Analysis of 20 Years of ITS Research.Ryan Hodgson, Alexandra I. Cristea, Lei Shi, John Graham
2021ITSA Recommender System Based on Effort: Towards Minimising Negative Affects and Maximising Achievement in CS1 Learning.Filipe D. Pereira, Hermino B. F. Junior, Luiz Rodriguez, Armando M. Toda, Elaine H. T. Oliveira, Alexandra I. Cristea, David B. F. Oliveira, Leandro S. G. Carvalho, Samuel C. Fonseca, Ahmed Alamri, Seiji Isotani
2021ITSA Brief Survey of Deep Learning Approaches for Learning Analytics on MOOCs.Zhongtian Sun, Anoushka Harit, Jialin Yu, Alexandra I. Cristea, Lei Shi
2021ITSEncouraging Teacher-Sourcing of Social Recommendations Through Participatory Gamification Design.Elad Yacobson, Armando M. Toda, Alexandra I. Cristea, Giora Alexandron
2021ITSExploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums.Jialin Yu, Laila Alrajhi, Anoushka Harit, Zhongtian Sun, Alexandra I. Cristea, Lei Shi
2021SIGCSETowards a Human-AI Hybrid System for Categorising Programming Problems.Filipe Dwan Pereira, Francisco Pires, Samuel C. Fonseca, Elaine H. T. Oliveira, Leandro S. G. Carvalho, David B. F. Oliveira, Alexandra I. Cristea
2021WorldCISTCOVID-19's Impact on the Telecommunications Companies.Latifah Almuqren, Alexandra I. Cristea
2020CIKMSequential Recommender via Time-aware Attentive Memory Network.Wendi Ji, Keqiang Wang, Xiaoling Wang, Tingwei Chen, Alexandra I. Cristea
2020EDMAutomatic Subject-based Contextualisation of Programming Assignment Lists.Samuel C. Fonseca, Filipe Dwan Pereira, Elaine H. T. Oliveira, David Fernandes, Leandro S. G. Carvalho, Alexandra I. Cristea
2020ITSExploring Navigation Styles in a FutureLearn MOOC.Lei Shi, Alexandra I. Cristea, Armando Maciel Toda, Wilk Oliveira
2020ITSIs MOOC Learning Different for Dropouts? A Visually-Driven, Multi-granularity Explanatory ML Approach.Ahmed Alamri, Zhongtian Sun, Alexandra I. Cristea, Gautham Senthilnathan, Lei Shi, Craig D. Stewart
2020ITSData-Driven Analysis of Engagement in Gamified Learning Environments: A Methodology for Real-Time Measurement of MOOCs.Khulood Alharbi, Laila Alrajhi, Alexandra I. Cristea, Ig Ibert Bittencourt, Seiji Isotani, Annie James
2020ITSPrediction of Users' Professional Profile in MOOCs Only by Utilising Learners' Written Texts.Tahani Aljohani, Filipe Dwan Pereira, Alexandra I. Cristea, Elaine H. T. Oliveira
2020ITSA Multidimensional Deep Learner Model of Urgent Instructor Intervention Need in MOOC Forum Posts.Laila Alrajhi, Khulood Alharbi, Alexandra I. Cristea
2020ITSCan We Use Gamification to Predict Students' Performance? A Case Study Supported by an Online Judge.Filipe D. Pereira, Armando Maciel Toda, Elaine H. T. Oliveira, Alexandra I. Cristea, Seiji Isotani, Dion Laranjeira, Adriano Almeida, Jonas Mendona
2019AIEDEarly Dropout Prediction for Programming Courses Supported by Online Judges.Filipe D. Pereira, Elaine H. T. Oliveira, Alexandra I. Cristea, David Fernandes, Luciano Silva, Gene Aguiar, Ahmed Alamri, Mohammad Alshehri
2019EDMPlanning Gamification Strategies based on User Characteristics and DM: A Gender-based Case Study.Armando Maciel Toda, Wilk Oliveira, Lei Shi, Ig Ibert Bittencourt, Seiji Isotani, Alexandra I. Cristea
2019ICALTNarrative for Gamification in Education: Why Should you Care?Paula Toledo Palomino, Armando Maciel Toda, Wilk Oliveira, Alexandra I. Cristea, Seiji Isotani
2019ICALTEarly Performance Prediction for CS1 Course Students using a Combination of Machine Learning and an Evolutionary Algorithm.Filipe D. Pereira, Elaine H. T. Oliveira, David Fernandes, Alexandra I. Cristea
2019ICALTA Taxonomy of Game Elements for Gamification in Educational Contexts: Proposal and Evaluation.Armando Maciel Toda, Wilk Oliveira, Ana Carolina Tom Klock, Paula Toledo Palomino, Marcelo Pimenta, Ig Ibert Bittencourt, Lei Shi, Isabela Gasparini, Seiji Isotani, Alexandra I. Cristea
2019ISKESocial Engagement versus Learning Engagement An Exploratory Study of FutureLearn Learners.Lei Shi, Alexandra I. Cristea, Armando M. Toda, Wilk Oliveira
2019ITSPredicting MOOCs Dropout Using Only Two Easily Obtainable Features from the First Week's Activities.Ahmed Alamri, Mohammad Alshehri, Alexandra I. Cristea, Filipe D. Pereira, Elaine H. T. Oliveira, Lei Shi, Craig D. Stewart
2018CIKMNowcasting the Stance of Social Media Users in a Sudden Vote: The Case of the Greek Referendum.Adam Tsakalidis, Nikolaos Aletras, Alexandra I. Cristea, Maria Liakata
2018WISEIn-depth Exploration of Engagement Patterns in MOOCs.Lei Shi, Alexandra I. Cristea
2017CSEDUIdentifying Objectives for a Learning Space Management System with Value-focused Thinking.Ari Tuhkala, Hannakaisa Isomki, Markus Hartikainen, Alexandra I. Cristea, Andrea Alessandrini
2017HCIA Review on Corpus Annotation for Arabic Sentiment Analysis.Latifah Almuqren, Arwa Alzammam, Shahad Alotaibi, Alexandra I. Cristea, Sarah Alhumoud
2017WISEConnecting Targets to Tweets: Semantic Attention-Based Model for Target-Specific Stance Detection.Yiwei Zhou, Alexandra I. Cristea, Lei Shi
2016COLINGCombining Heterogeneous User Generated Data to Sense Well-being.Adam Tsakalidis, Maria Liakata, Theodoros Damoulas, Brigitte Jellinek, Weisi Guo, Alexandra I. Cristea
2016ECAIReal-Time Timeline Summarisation for High-Impact Events in Twitter.Yiwei Zhou, Nattiya Kanhabua, Alexandra I. Cristea
2016ITSMotivational Gamification Strategies Rooted in Self-Determination Theory for Social Adaptive E-Learning.Lei Shi, Alexandra I. Cristea
2016SACWho likes me more?: analysing entity-centric language-specific bias in multilingual Wikipedia.Yiwei Zhou, Elena Demidova, Alexandra I. Cristea
2015PACLICIs Wikipedia Really Neutral? A Sentiment Perspective Study of War-related Wikipedia Articles since 1945.Yiwei Zhou, Alexandra I. Cristea, Zachary L. Roberts
2014SGAISelf-reinforced Meta Learning for Belief Generation.Alexandros Gkiokas, Alexandra I. Cristea, Matthew Thorpe
2014SIGITEThe critical role of profiles in social e-learning design.Lei Shi, Alexandra I. Cristea, Suncica Hadzidedic
2013AIEDSocial Personalized Adaptive E-Learning Environment: Topolor - Implementation and Evaluation.Lei Shi, George Gkotsis, Karen Stepanyan, Dana Al Qudah, Alexandra I. Cristea
2013ICALTEvaluation of Social Interaction Features in Topolor - A Social Personalized Adaptive E-Learning System.Lei Shi, Karen Stepanyan, Dana Al Qudah, Alexandra I. Cristea
2013ITiCSEDesigning social personalized adaptive e-learning.Lei Shi, Dana Al Qudah, Alexandra I. Cristea
2013WWWZero-cost labelling with web feeds for weblog data extraction.George Gkotsis, Karen Stepanyan, Alexandra I. Cristea, Mike Joy
2013WWWA hybrid approach for spotting, disambiguating and annotating places in user-generated text.Karen Stepanyan, George Gkotsis, Vangelis Banos, Alexandra I. Cristea, Mike Joy
2013WEBISTAn Exploratory Study to Design an Adaptive Hypermedia System for Online-advertisement.Dana Al Qudah, Alexandra I. Cristea, Lei Shi
2010ICALTContinuous Use of Authoring for Adaptive Educational Hypermedia: A Long-term Case Study.Jonathan G. K. Foss, Alexandra I. Cristea, Maurice Hendrix
2010ICALTReusing Adaptation Strategies in Adaptive Educational Hypermedia Systems.Joshua Scotton, Alexandra I. Cristea
2010ICALTThe CAE-L Cultural Framework: Definition, Instances and Web Service.Craig D. Stewart, Tim J. Brailsford, Krishna Chandramouli, Alexandra I. Cristea
2010ITSTransforming a Linear Module into an Adaptive One: Tackling the Challenge.Jonathan G. K. Foss, Alexandra I. Cristea
2009AIEDMOT 2.0: A Case Study on the Usefuleness of Social Modeling for Personalized E-Learning Systems.Fawaz Ghali, Alexandra I. Cristea
2009ICALTAuthoring for E-learning 2.0: A Case Study.Fawaz Ghali, Alexandra I. Cristea
2009ICALTAdaptation Languages for Learning: The CAM Meta-model.Maurice Hendrix, Alexandra I. Cristea, Craig D. Stewart
2007ICALTAuthoring of Adaptive Educational Hypermedia.Alexandra I. Cristea
2007ICALTEvaluating the automatic and manual creation process of adaptive lessons.Maurice Hendrix, Alexandra I. Cristea, Mike Joy
2006ICALTAuthoring Adaptive Hypermedia and IMS Learning Design: A Possible Understanding?.Alexandra I. Cristea, Daniel Burgos
2006ICALTAWELS: Adaptive Web-Based Education and Learning Styles.Alexandra I. Cristea, Natalia Stash
2006ICALTAdapting SME Learning Environments for Adaptivity.Alexandra I. Cristea, Angelo Wentzler, Egbert Heuvelman, Paul De Bra
2006ICALTInteroperable Adaptive Educational Hypermedia: A Web Service Definition.Maram Meccawy, Ilknur Celik, Alexandra I. Cristea, Craig D. Stewart, Helen Ashman
2005AIEDThird International Workshop on Authoring of Adaptive and Adaptable Educational Hypermedia.Alexandra I. Cristea, Rosa M. Carro, Franca Garzotto
2005ICALTGoal Oriented Personalisation with SCORM.Guillermo Power, Hugh C. Davis, Alexandra I. Cristea, Craig D. Stewart, Helen Ashman
2004WWWFlexibility of Automatic Authoring for the Semantic Web.Alexandra I. Cristea
2004WWWAuthoring of learning styles in adaptive hypermedia: problems and solutions.Natalia Stash, Alexandra I. Cristea, Paul De Bra
2004SACEvaluating adaptive hypermedia authoring while teaching adaptive systems.Alexandra I. Cristea
2003WWWLAOS: Layered WWW AHS Authoring Model with Algebraic Operators.Alexandra I. Cristea, Arnout de Mooij
2002ITSOntological Support for Web Courseware Authoring.Lora Aroyo, Darina Dicheva, Alexandra I. Cristea
2001ICALTMeasuring Knowledge Transfer Skills by Using Constrained-Student Modeler Autonomous Agent.Safia Belkada, Alexandra I. Cristea, Toshio Okamoto
2001ICALTThe Development of CALL Environment on the WWW for Teaching Academic English.Jin Chen, Hisayoshi Inoue, Toshio Okamoto, Safia Belkada, Alexandra I. Cristea
2001ICALTConsidering Automatic Educational Validation of Computerized Educational Systems.Alexandra I. Cristea, Toshio Okamoto
2001ICALTA Cooperative Linkage between University and Industry via an Internet Distance Education System.Toshio Okamoto, Hisayoshi Inoue, Alexandra I. Cristea, Mizue Kayama, Tatsunori Matsui, Kazuya Seki
2001ICALTProposal of a Collaborative Learning Standardization.Toshio Okamoto, Mizue Kayama, Alexandra I. Cristea
2001ICALTCollaborative Learning Support Knowledge Management for Asynchronous Learning Networks.Toshio Okamoto, Mizue Kayama, Alexandra I. Cristea
2001ICALTThe Distance Ecological Model to Support Self/Collaborative-Learning in the Internet Environment.Toshio Okamoto, Mizue Kayama, Alexandra I. Cristea, Kazuya Seki
2000ITSSupporting Discovery Learning in Building Neral Network Models.Safia Belkada, Toshio Okamoto, Alexandra I. Cristea
1999IJCNNSpeed-up opportunities for ANN in a time-share parallel environment.Alexandra I. Cristea, Toshio Okamoto
1998ICONIPThe Development of a Feedforward NN for Financial Time Series Forecasts.Alexandra I. Cristea, Toshio Okamoto
1998KESEnergy function construction and implementation for stock exchange prediction NNs.Alexandra I. Cristea, Toshio Okamoto
1998KESSub-symbolic knowledge extraction environment for teaching process assistance.Alexandra I. Cristea, Toshio Okamoto