Fostering Adaptivity in E-Learning Platforms: A Meta-Model Supporting Adaptive Courses. - Sabine Graf (CELDA, 2005)

Improving Student Modeling: The Relationship between Learning Styles and Cognitive Traits. - Sabine Graf; Taiyu Lin; Kinshuk (CELDA, 2005)

An Evaluation of Open Source E-Learning Platforms Stressing Adaptation Issues. - Sabine Graf; Beate List (ICALT, 2005)

An Exploratory Study of the Relationship Between Learning Styles and Cognitive Traits. - Sabine Graf; Taiyu Lin; Lynn Jeffrey; Kinshuk (EC-TEL, 2006)

An Approach for Detecting Learning Styles in Learning Management Systems. - Sabine Graf; Kinshuk (ICALT, 2006)

Analysis of Felder-Silverman Index of Learning Styles by a Data-Driven Statistical Approach. - Silvia Rita Viola; Sabine Graf; Kinshuk; Tommaso Leo (ISM, 2006)

Forming Heterogeneous Groups for Intelligent Collaborative Learning Systems with Ant Colony Optimization. - Sabine Graf; Rahel Bekele (Intelligent Tutoring Systems, 2006)

Considering Learning Styles in Learning Management Systems: Investigating the Behavior of Students in an Online Course. - Sabine Graf; Kinshuk (SMAP, 2006)

Adaptable and Adaptive Hypermedia Systems. - Sabine Graf (J. Educ. Technol. Soc., 2006)

Analysing the Relationship between Learning Styles and Cognitive Traits. - Sabine Graf; Taiyu Lin; Kinshuk (ICALT, 2007)

Effect of Learning Styles on Peer Assessment in an Agent-based Collaborative Learning Environment. - Chung Hsien Lan; Sabine Graf; K. Robert Lai; Kinshuk (ICALT, 2007)

Cognitive Trait Model and Divergent Associative Learning. - Taiyu Lin; Kinshuk; Sabine Graf (ICALT, 2007)

Semantic Relation Analysis and Its Application in Cognitive Profiling. - Taiyu Lin; Kinshuk; Sabine Graf (ICALT, 2007)

Adaptive Assessment in Web-Based Learning. - Dunwei Wen; Sabine Graf; Chung Hsien Lan; Terry Anderson; Kinshuk; Ken Dickson (ICME, 2007)

Investigating relationships within the Index of Learning Styles: a data driven approach. - Silvia Rita Viola; Sabine Graf; Kinshuk; Tommaso Leo (Interact. Technol. Smart Educ., 2007)

Identifying Learning Styles in Learning Management Systems by Using Indications from Students' Behaviour. - Sabine Graf; Kinshuk; Tzu-Chien Liu (ICALT, 2008)

An Infrastructure for Developing Pervasive Learning Environments. - Sabine Graf; Kathryn MacCallum; Tzu-Chien Liu; Maiga Chang; Dunwei Wen; Qing Tan; Jon Dron; Fuhua Lin 001; Nian-Shing Chen; Rory McGreal; Kinshuk (PerCom, 2008)

An Approach for Personalized Web-Based Vocabulary Learning through Word Association Games. - Jaeyoung Jung; Sabine Graf (SAINT, 2008)

Adaptivity and Personalization in Ubiquitous Learning Systems. - Sabine Graf; Kinshuk (USAB, 2008)

The relationship between learning styles and cognitive traits - Getting additional information for improving student modelling. - Sabine Graf; Taiyu Lin; Kinshuk (Comput. Hum. Behav., 2008)

Control and Constraint in E-Learning - Choosing When to Choose. - Sabine Graf (J. Educ. Technol. Soc., 2008)

Wege ins Archiv: Ein Leitfaden für die Informationsübernahme in das digitale Langzeitarchiv. - Tobias Beinert; Georg Büchler; Sabine Graf; Karsten Huth; Christian Keitel; Jens Ludwig; Peter Rödig; Tobias Steinke (2008)

Analysing the Behaviour of Students in Learning Management Systems with Respect to Learning Styles. - Sabine Graf; Kinshuk (Advances in Semantic Media Adaptation and Personalization, 2008)

Advanced Adaptivity in Learning Management Systems by Considering Learning Styles. - Sabine Graf; Kinshuk (Web Intelligence/IAT Workshops, 2009)

Impact of Learning Styles on Student Blogging Behavior. - Michael Derntl; Sabine Graf (ICALT, 2009)

Investigations about the Effects and Effectiveness of Adaptivity for Students with Different Learning Styles. - Sabine Graf; Chung Hsien Lan; Tzu-Chien Liu; Kinshuk (ICALT, 2009)

Enriching Web Based Computer Supported Collaborative Learning Systems by Considering Misunderstandings among Learners during Interactions. - Yoshitaka Sakurai; Kinshuk; Sabine Graf; Ardah Zarypolla; Kouhei Takada; Setsuo Tsuruta (ICALT, 2009)

An approach for identifying affective states through behavioral patterns in web-based learning management systems. - Farman Ali Khan; Sabine Graf; Edgar R. Weippl; A Min Tjoa (iiWAS, 2009)

Proposal and Evaluation of Adaptive Multimedia Utilization Method for Reliable Web Based Collaboration. - Yoshitaka Sakurai; Kinshuk; Sabine Graf; Ardah Zarypolla; Kouhei Takada; Rainer Knauf; Setsuo Tsuruta (SITIS, 2009)

Providing Adaptive Support in Computer Supported Collaboration Environments. - Kinshuk; Yoshitaka Sakurai; Kouhei Takada; Sabine Graf; Ardah Zarypolla; Setsuo Tsuruta (SMC, 2009)

Learning styles and cognitive traits - Their relationship and its benefits in web-based educational systems. - Sabine Graf; Tzu-Chien Liu; Kinshuk; Nian-Shing Chen; Stephen J. H. Yang (Comput. Hum. Behav., 2009)

Supporting Teachers in Identifying Students' Learning Styles in Learning Management Systems: An Automatic Student Modelling Approach. - Sabine Graf; Kinshuk; Tzu-Chien Liu (J. Educ. Technol. Soc., 2009)

Using Cognitive Traits for Improving the Detection of Learning Styles. - Sabine Graf; Kinshuk (DEXA Workshops, 2010)

A Flexible Mechanism for Providing Adaptivity Based on Learning Styles in Learning Management Systems. - Sabine Graf; Kinshuk; Cindy Ives (ICALT, 2010)

Implementation of Affective States and Learning Styles Tactics in Web-Based Learning Management Systems. - Farman Ali Khan; Sabine Graf; Edgar R. Weippl; A Min Tjoa (ICALT, 2010)

A practical student model for a location-aware and context-sensitive Personalized Adaptive Learning System. - Guangbing Yang; Kinshuk; Sabine Graf (T4E, 2010)

International Workshop on Enabling User Experience with Future Interactive Learning Systems (UXFUL 2010). - Sabine Graf; Kinshuk; Andreas Holzinger (USAB, 2010)

A fully personalization strategy of E-learning scenarios. - Fathi Essalmi; Leila Jemni Ben Ayed; Mohamed Jemni; Kinshuk; Sabine Graf (Comput. Hum. Behav., 2010)

Challenging Technologies, Rethinking Pedagogy, Being Design-Inspired: The Grand Challenge of this Century. - Carlo Giovannella; Sabine Graf (eLearn Mag., 2010)

Selection of appropriates E-learning personalization strategies from ontological perspectives. - Fathi Essalmi; Leila Jemni Ben Ayed; Mohamed Jemni; Kinshuk; Sabine Graf (IxD&A, 2010)

Preface. - Carlo Giovannella; Sabine Graf (IxD&A, 2010)

Identifying and Incorporating Affective States and Learning Styles in Web-based Learning Management Systems. - Farman Ali Khan; Sabine Graf; Edgar R. Weippl; A Min Tjoa (IxD&A, 2010)

Analysis of learners' navigational behaviour and their learning styles in an online course. - Sabine Graf; Tzu-Chien Liu; Kinshuk (J. Comput. Assist. Learn., 2010)

Dynamic User Modeling and Adaptation Based on Learning Styles for Supporting Semi-Automatic Generation of IMS Learning Design. - Silvia Baldiris; Sabine Graf; Ramón Fabregat (ICALT, 2011)

Evaluation of Personalization Strategies Based on Fuzzy Logic. - Fathi Essalmi; Leila Jemni Ben Ayed; Mohamed Jemni; Kinshuk; Sabine Graf (ICALT, 2011)

Stage Predicting Student Stay Time Length on Webpage of Online Course Based on Grey Models. - Qingsheng Zhang; Kinshuk; Sabine Graf; Ting-Wen Chang (ICWL, 2011)

AAT: a tool for accessing and analysing students' behaviour data in learning systems. - Sabine Graf; Cindy Ives; Nazim Rahman; Arnold Ferri (LAK, 2011)

Transition from e-Learning to u-Learning: Innovations and Personalization Issues. - Kinshuk; Maiga Chang; Jon Dron; Sabine Graf; Vive Kumar; Oscar Lin; Qing Tan; Dunwei Wen; Guangbing Yang (T4E, 2011)

Enrichment of Peer Assessment with Agent Negotiation. - Chung Hsien Lan; Sabine Graf; K. Robert Lai; Kinshuk (IEEE Trans. Learn. Technol., 2011)

Personalized Mobile Learning via an Adaptive Engine. - Richard A. W. Tortorella; Sabine Graf (ICALT, 2012)

A Framework for Identifying Working Memory Capacity from the Log Information of Learning Systems. - Ting-Wen Chang; Moushir M. El-Bishouty; Sabine Graf; Kinshuk (ICCE, 2012)

A Framework for Analyzing Course Contents in Learning Management Systems with Respect to Learning Styles. - Moushir M. El-Bishouty; Ting-Wen Chang; Kinshuk; Sabine Graf (ICCE, 2012)

Designer - Supporting Teachers Experience in Learning Management Systems. - Silvia Baldiris; Sabine Graf; Jorge Hernández; Ramón Fabregat; Néstor D. Duque (ICWL, 2012)

A Framework for Integrating Motivational Techniques in Technology Enhanced Learning. - Keri Baumstark; Sabine Graf (ICWL Workshops, 2012)

Building a data governance model for learning analytics. - Sabine Graf; Cindy Ives; Lori Lockyer; Paul Hobson; Doug Clow (LAK, 2012)

Preface. - Alke Martens; Sabine Graf (IxD&A, 2012)

An Approach for Detecting Students' Working Memory Capacity from Their Behavior in Learning Systems. - Ting-Wen Chang; Moushir M. El-Bishouty; Sabine Graf; Kinshuk (ICALT, 2013)

Recommendation Mechanism Based on Students' Working Memory Capacity in Learning Systems. - Ting-Wen Chang; Moushir M. El-Bishouty; Sabine Graf; Kinshuk (ICALT, 2013)

Auto Generating APA Persona: A Proposal. - Ireti Fakinlede; Vive Kumar; Dunwei Wen; Sabine Graf (ICALT, 2013)

Toward a Fully Automatic Learner Modeling Based on Web Usage Mining with Respect to Educational Preferences and Learning Styles. - Mohamed Koutheaïr Khribi; Mohamed Jemni; Olfa Nasraoui; Sabine Graf; Kinshuk (ICALT, 2013)

Visualization and Interactivity in the Teacher Decision Support System. - Alex Mottus; Kinshuk; Sabine Graf; Nian-Shing Chen (ICALT, 2013)

Towards the Research of Possible Assessment Tools for Associative Learning Skills. - Alejandro Bautista Ramos; Ting-Wen Chang; Kinshuk; Sabine Graf (SITIS, 2013)

An Interactive Course Analyzer for Improving Learning Styles Support Level. - Moushir M. El-Bishouty; Kevin Saito; Ting-Wen Chang; Kinshuk; Sabine Graf (CHI-KDD, 2013)

Automating the E-learning Personalization. - Fathi Essalmi; Leila Jemni Ben Ayed; Mohamed Jemni; Kinshuk; Sabine Graf (CHI-KDD, 2013)

Extending the AAT Tool with a User-Friendly and Powerful Mechanism to Retrieve Complex Information from Educational Log Data. - Stephen Kladich; Cindy Ives; Nancy Parker; Sabine Graf (CHI-KDD, 2013)

A Framework for Automatic Identification and Visualization of Mobile Device Functionalities and Usage. - Renan H. P. Lima; Moushir M. El-Bishouty; Sabine Graf (CHI-KDD, 2013)

Exploring the Adaptation to Learning Styles: The Case of AdaptiveLesson Module for Moodle. - Jelena Nakic; Sabine Graf; Andrina Granic (SouthCHI, 2013)

Dynamic Student Modelling of Learning Styles for Advanced Adaptivity in Learning Management Systems. - Sabine Graf; Kinshuk (Int. J. Inf. Syst. Soc. Chang., 2013)

A Framework to Provide Personalization in Learning Management Systems through a Recommender System Approach. - Hazra Imran; Quang Hoang; Ting-Wen Chang; Kinshuk; Sabine Graf (ACIIDS (1), 2014)

Learning Object Recommendations Based on Quality and Item Response Theory. - Silvia Baldiris; Ramón Fabregat; Sabine Graf; Valentina Tabares Morales; Néstor D. Duque; Cecilia Ávila (ICALT, 2014)

Adaptive Recommendations to Students Based on Working Memory Capacity. - Ting-Wen Chang; Jeffrey Kurcz; Moushir M. El-Bishouty; Sabine Graf; Kinshuk (ICALT, 2014)

Investigating the Effectiveness of an Advanced Adaptive Mechanism for Considering Learning Styles in Learning Management Systems. - Sabine Graf; Ting-Wen Chang; Anne Kersebaum; Thomas Rath; Jeffrey Kurcz (ICALT, 2014)

Toward Recommending Learning Tasks in a Learner-Centered Approach. - Hazra Imran; Mohammad Belghis-Zadeh; Ting-Wen Chang; Kinshuk; Sabine Graf (ICSLE, 2014)

A Rule-Based Recommender System to Suggest Learning Tasks. - Hazra Imran; Mohammad Belghis-Zadeh; Ting-Wen Chang; Kinshuk; Sabine Graf (Intelligent Tutoring Systems, 2014)

Augmented Reality Trends in Education: A Systematic Review of Research and Applications. - Jorge Bacca-Acosta; Silvia Baldiris; Ramón Fabregat; Sabine Graf; Kinshuk (J. Educ. Technol. Soc., 2014)

Using Artificial Neural Networks to Identify Learning Styles. - Jason Bernard; Ting-Wen Chang; Elvira Popescu; Sabine Graf (AIED, 2015)

Improving Communication and Project Management through an Adaptive Collaborative Learning System. - Jeffrey Kurcz; Ting-Wen Chang; Sabine Graf (ICALT, 2015)

Certainty, trust and evidence: Towards an integrative model of confidence in multi-agent systems. - Ghusoon Salim Basheer; Mohd Sharifuddin Ahmad; Alicia Y. C. Tang; Sabine Graf (Comput. Hum. Behav., 2015)

Generalized metrics for the analysis of E-learning personalization strategies. - Fathi Essalmi; Leila Jemni Ben Ayed; Mohamed Jemni; Sabine Graf; Kinshuk (Comput. Hum. Behav., 2015)

Improving the User-Friendliness of AAT through a Staged Evaluation. - Tamra Ross; Ting-Wen Chang; Cindy Ives; Nancy Parker; Andrew Han; Sabine Graf (ICALT, 2016)

Supporting the Acquisition of Scientific Skills by the Use of Learning Analytics. - Daniel J. Salas; Silvia Baldiris; Ramón Fabregat; Sabine Graf (ICWL, 2016)

Optimizing Pattern Weights with a Genetic Algorithm to Improve Automatic Working Memory Capacity Identification. - Jason Bernard; Ting-Wen Chang; Elvira Popescu; Sabine Graf (ITS, 2016)

Relationship between learning styles and genres of games. - Mohamed Ali Khenissi; Fathi Essalmi; Mohamed Jemni; Kinshuk; Sabine Graf; Nian-Shing Chen (Comput. Educ., 2016)

Cocreation and Evaluation of Inclusive and Accessible Open Educational Resources: A Mapping Toward the IMS Caliper. - Cecilia Ávila; Silvia Baldiris; Ramón Fabregat; Sabine Graf (Rev. Iberoam. de Tecnol. del Aprendiz., 2016)

Preface to the special issue on personality in personalized systems. - Marko Tkalcic; Daniele Quercia; Sabine Graf (User Model. User Adapt. Interact., 2016)

PLORS: a personalized learning object recommender system. - Hazra Imran; Mohammad Belghis-Zadeh; Ting-Wen Chang; Kinshuk; Sabine Graf (Vietnam. J. Comput. Sci., 2016)

ATCE: an analytics tool to trace the creation and evaluation of inclusive and accessible open educational resources. - Cecilia Ávila; Silvia Baldiris; Ramón Fabregat; Sabine Graf (LAK, 2017)

MORPH: supporting the integration of learning analytics at institutional level. - Zoran Jeremic; Vive Kumar; Sabine Graf (LAK, 2017)

Considering learning styles and context-awareness for mobile adaptive learning. - Richard A. W. Tortorella; Sabine Graf (Educ. Inf. Technol., 2017)

Learning style Identifier: Improving the precision of learning style identification through computational intelligence algorithms. - Jason Bernard; Ting-Wen Chang; Elvira Popescu; Sabine Graf (Expert Syst. Appl., 2017)

Incorporating Learning Analytics in an Educational Game to Provide Players with Information about how to Improve Their Performance. - Jennifer Seaton; Sabine Graf; Maiga Chang; Arta Farhmand (ICALT, 2018)

Integrating a Learning Analytics Dashboard in an Online Educational Game. - Jennifer X. Seaton; Maiga Chang; Sabine Graf (Data Analytics Approaches in Educational Games and Gamification Systems, 2019)

WEBLORS - A Personalized Web-Based Recommender System. - Mohammad Belghis-Zadeh; Hazra Imran; Maiga Chang; Sabine Graf (ICWL, 2019)

OMEGA: A Multiplayer Online Game for Improving User's Meta-Cognitive Skills. - Maiga Chang; Sabine Graf; Jennifer X. Seaton; Scott McQuiod; Tamra Ross (T4E, 2019)

Optimal learning group formation: A multi-objective heuristic search strategy for enhancing inter-group homogeneity and intra-group heterogeneity. - Soheila Garshasbi; Yousef Mohammadi; Sabine Graf; Samira Garshasbi; Jun Shen 001 (Expert Syst. Appl., 2019)

Educational Data Mining and Personalized Support in Online Introductory Physics Courses. - Farook Al-Shamali; Hongxin Yan; Sabine Graf; Fuhua Lin 001 (EDM, 2020)

Evaluation of a learning analytics tool for supporting teachers in the creation and evaluation of accessible and quality open educational resources. - Cecilia Ávila; Silvia Baldiris; Ramón Fabregat; Sabine Graf (Br. J. Educ. Technol., 2020)

Self-Regulated Learning in Massive Online Open Courses: A State-of-the-Art Review. - Jhoni Cerón; Silvia Baldiris; Jairo Quintero; Rainer Rubira-García; Gloria Liliana Velez Saldarriaga; Sabine Graf; Luis de la Fuente Valentín (IEEE Access, 2021)

A Learning Analytics Approach to Build Learner Profiles Within the Educational Game OMEGA+. - Deepak Chandrasekaran; Maiga Chang; Sabine Graf (ITS, 2022)

Improving online education through automatic learning style identification using a multi-step architecture with ant colony system and artificial neural networks. - Jason Bernard; Elvira Popescu; Sabine Graf (Appl. Soft Comput., 2022)

Engagement at a Distance: Online Instructor Behaviors to Encourage Student Success. - Shawn Berglund; Sabine Graf (SETE (1), 2023)

An Optimal Grouping and Regrouping Method for Effective Collaborative Learning: Leveraging the Group Dynamics. - Soheila Garshasbi; Sabine Graf; Mahmood Asgari; Jun Shen 001; Sarah K. Howard (TALE, 2023)

Language Models for Educational Question Generation: Practical Challenges, Personalization Opportunities, and Parameter Optimization. - Jason Bernard; Sabine Graf (ITS (1), 2025)

Feedback Focus: A Tool for Evaluating and Reflecting on Instructor to Student Feedback Communication. - Derek Maki; Sabine Graf (LAK Workshops, 2025)

Ethical Considerations of AI in Education: A Case Study Based on Pythia Learning Enhancement System. - Simon Röhrl; Susanne Staufer; Flemming Bugert; Vamsi Krishna Nadimpalli; Florian Hauser; Lisa Grabinger; Dominik Bittner; Timur Ezer; Ricardo Altweck; Sabine Graf; Thomas Kriza; Jürgen Mottok (IEEE Access, 2025)