Sabine Graf

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 22

Top Topics

Group Formation

Learner Profiles

Working Memory Capacity

Educational Resources

Top Venues

Expert Syst. Appl.

Publications

Shawn Berglund, Sabine Graf
Engagement at a Distance: Online Instructor Behaviors to Encourage Student Success. SETE (1) (2023)
Soheila Garshasbi, Sabine Graf, Mahmood Asgari, Jun Shen, Sarah K. Howard
An Optimal Grouping and Regrouping Method for Effective Collaborative Learning: Leveraging the Group Dynamics. TALE (2023)
Deepak Chandrasekaran, Maiga Chang, Sabine Graf
A Learning Analytics Approach to Build Learner Profiles Within the Educational Game OMEGA+. ITS (2022)
Jason Bernard, Elvira Popescu, Sabine Graf
Improving online education through automatic learning style identification using a multi-step architecture with ant colony system and artificial neural networks. Appl. Soft Comput. 131 (2022)
Jhoni Cerón, Silvia Baldiris, Jairo Quintero, Rainer Rubira-García, Gloria Liliana Velez Saldarriaga, Sabine Graf, Luis de la Fuente Valentín
Self-Regulated Learning in Massive Online Open Courses: A State-of-the-Art Review. IEEE Access 9 (2021)
Farook Al-Shamali, Hongxin Yan, Sabine Graf, Fuhua Lin
Educational Data Mining and Personalized Support in Online Introductory Physics Courses. EDM (2020)
Cecilia Ávila, Silvia Baldiris, Ramón Fabregat, Sabine Graf
Evaluation of a learning analytics tool for supporting teachers in the creation and evaluation of accessible and quality open educational resources. Br. J. Educ. Technol. 51 (4) (2020)
Mohammad Belghis-Zadeh, Hazra Imran, Maiga Chang, Sabine Graf
WEBLORS - A Personalized Web-Based Recommender System. ICWL (2019)
Maiga Chang, Sabine Graf, Jennifer X. Seaton, Scott McQuiod, Tamra Ross
OMEGA: A Multiplayer Online Game for Improving User's Meta-Cognitive Skills. T4E (2019)
Soheila Garshasbi, Yousef Mohammadi, Sabine Graf, Samira Garshasbi, Jun Shen
Optimal learning group formation: A multi-objective heuristic search strategy for enhancing inter-group homogeneity and intra-group heterogeneity. Expert Syst. Appl. 118 (2019)
Jennifer Seaton, Sabine Graf, Maiga Chang, Arta Farhmand
Incorporating Learning Analytics in an Educational Game to Provide Players with Information about how to Improve Their Performance. ICALT (2018)
Cecilia Ávila, Silvia Baldiris, Ramón Fabregat, Sabine Graf
ATCE: an analytics tool to trace the creation and evaluation of inclusive and accessible open educational resources. LAK (2017)
Jason Bernard, Ting-Wen Chang, Elvira Popescu, Sabine Graf
Learning style Identifier: Improving the precision of learning style identification through computational intelligence algorithms. Expert Syst. Appl. 75 (2017)
Zoran Jeremic, Vive Kumar, Sabine Graf
MORPH: supporting the integration of learning analytics at institutional level. LAK (2017)
Richard A. W. Tortorella, Sabine Graf
Considering learning styles and context-awareness for mobile adaptive learning. Educ. Inf. Technol. 22 (1) (2017)
Marko Tkalcic, Daniele Quercia, Sabine Graf
Preface to the special issue on personality in personalized systems. User Model. User Adapt. Interact. 26 (2-3) (2016)
Cecilia Ávila, Silvia Baldiris, Ramón Fabregat, Sabine Graf
Cocreation and Evaluation of Inclusive and Accessible Open Educational Resources: A Mapping Toward the IMS Caliper. Rev. Iberoam. de Tecnol. del Aprendiz. 11 (3) (2016)
Tamra Ross, Ting-Wen Chang, Cindy Ives, Nancy Parker, Andrew Han, Sabine Graf
Improving the User-Friendliness of AAT through a Staged Evaluation. ICALT (2016)
Mohamed Ali Khenissi, Fathi Essalmi, Mohamed Jemni, Kinshuk, Sabine Graf, Nian-Shing Chen
Relationship between learning styles and genres of games. Comput. Educ. 101 (2016)
Daniel J. Salas, Silvia Baldiris, Ramón Fabregat, Sabine Graf
Supporting the Acquisition of Scientific Skills by the Use of Learning Analytics. ICWL (2016)
Hazra Imran, Mohammad Belghis-Zadeh, Ting-Wen Chang, Kinshuk, Sabine Graf
PLORS: a personalized learning object recommender system. Vietnam. J. Comput. Sci. 3 (1) (2016)
Jason Bernard, Ting-Wen Chang, Elvira Popescu, Sabine Graf
Optimizing Pattern Weights with a Genetic Algorithm to Improve Automatic Working Memory Capacity Identification. ITS (2016)
Ghusoon Salim Basheer, Mohd Sharifuddin Ahmad, Alicia Y. C. Tang, Sabine Graf
Certainty, trust and evidence: Towards an integrative model of confidence in multi-agent systems. Comput. Hum. Behav. 45 (2015)
Jeffrey Kurcz, Ting-Wen Chang, Sabine Graf
Improving Communication and Project Management through an Adaptive Collaborative Learning System. ICALT (2015)
Jason Bernard, Ting-Wen Chang, Elvira Popescu, Sabine Graf
Using Artificial Neural Networks to Identify Learning Styles. AIED (2015)
Fathi Essalmi, Leila Jemni Ben Ayed, Mohamed Jemni, Sabine Graf, Kinshuk
Generalized metrics for the analysis of E-learning personalization strategies. Comput. Hum. Behav. 48 (2015)
Hazra Imran, Quang Hoang, Ting-Wen Chang, Kinshuk, Sabine Graf
A Framework to Provide Personalization in Learning Management Systems through a Recommender System Approach. ACIIDS (1) (2014)
Hazra Imran, Mohammad Belghis-Zadeh, Ting-Wen Chang, Kinshuk, Sabine Graf
A Rule-Based Recommender System to Suggest Learning Tasks. Intelligent Tutoring Systems (2014)
Hazra Imran, Mohammad Belghis-Zadeh, Ting-Wen Chang, Kinshuk, Sabine Graf
Toward Recommending Learning Tasks in a Learner-Centered Approach. ICSLE (2014)
Silvia Baldiris, Ramón Fabregat, Sabine Graf, Valentina Tabares Morales, Néstor D. Duque, Cecilia Ávila
Learning Object Recommendations Based on Quality and Item Response Theory. ICALT (2014)
Jorge Bacca, Silvia Baldiris, Ramón Fabregat, Sabine Graf, Kinshuk
Augmented Reality Trends in Education: A Systematic Review of Research and Applications. J. Educ. Technol. Soc. 17 (4) (2014)
Sabine Graf, Ting-Wen Chang, Anne Kersebaum, Thomas Rath, Jeffrey Kurcz
Investigating the Effectiveness of an Advanced Adaptive Mechanism for Considering Learning Styles in Learning Management Systems. ICALT (2014)
Ting-Wen Chang, Jeffrey Kurcz, Moushir M. El-Bishouty, Sabine Graf, Kinshuk
Adaptive Recommendations to Students Based on Working Memory Capacity. ICALT (2014)
Alex Mottus, Kinshuk, Sabine Graf, Nian-Shing Chen
Visualization and Interactivity in the Teacher Decision Support System. ICALT (2013)
Stephen Kladich, Cindy Ives, Nancy Parker, Sabine Graf
Extending the AAT Tool with a User-Friendly and Powerful Mechanism to Retrieve Complex Information from Educational Log Data. CHI-KDD (2013)
Ireti Fakinlede, Vive Kumar, Dunwei Wen, Sabine Graf
Auto Generating APA Persona: A Proposal. ICALT (2013)
Ting-Wen Chang, Moushir M. El-Bishouty, Sabine Graf, Kinshuk
An Approach for Detecting Students' Working Memory Capacity from Their Behavior in Learning Systems. ICALT (2013)
Ting-Wen Chang, Moushir M. El-Bishouty, Sabine Graf, Kinshuk
Recommendation Mechanism Based on Students' Working Memory Capacity in Learning Systems. ICALT (2013)
Alejandro Bautista Ramos, Ting-Wen Chang, Kinshuk, Sabine Graf
Towards the Research of Possible Assessment Tools for Associative Learning Skills. SITIS (2013)
Sabine Graf, Kinshuk
Dynamic Student Modelling of Learning Styles for Advanced Adaptivity in Learning Management Systems. Int. J. Inf. Syst. Soc. Chang. 4 (1) (2013)
Renan H. P. Lima, Moushir M. El-Bishouty, Sabine Graf
A Framework for Automatic Identification and Visualization of Mobile Device Functionalities and Usage. CHI-KDD (2013)
Fathi Essalmi, Leila Jemni Ben Ayed, Mohamed Jemni, Kinshuk, Sabine Graf
Automating the E-learning Personalization. CHI-KDD (2013)
Mohamed Koutheaïr Khribi, Mohamed Jemni, Olfa Nasraoui, Sabine Graf, Kinshuk
Toward a Fully Automatic Learner Modeling Based on Web Usage Mining with Respect to Educational Preferences and Learning Styles. ICALT (2013)
Jelena Nakic, Sabine Graf, Andrina Granic
Exploring the Adaptation to Learning Styles: The Case of AdaptiveLesson Module for Moodle. SouthCHI (2013)
Moushir M. El-Bishouty, Kevin Saito, Ting-Wen Chang, Kinshuk, Sabine Graf
An Interactive Course Analyzer for Improving Learning Styles Support Level. CHI-KDD (2013)
Keri Baumstark, Sabine Graf
A Framework for Integrating Motivational Techniques in Technology Enhanced Learning. ICWL Workshops (2012)
Alke Martens, Sabine Graf
Preface. IxD&A 15 (2012)
Sabine Graf, Cindy Ives, Lori Lockyer, Paul Hobson, Doug Clow
Building a data governance model for learning analytics. LAK (2012)
Richard A. W. Tortorella, Sabine Graf
Personalized Mobile Learning via an Adaptive Engine. ICALT (2012)
Silvia Baldiris, Sabine Graf, Jorge Hernández, Ramón Fabregat, Néstor D. Duque
Designer - Supporting Teachers Experience in Learning Management Systems. ICWL (2012)
Sabine Graf, Cindy Ives, Nazim Rahman, Arnold Ferri
AAT: a tool for accessing and analysing students' behaviour data in learning systems. LAK (2011)
Qingsheng Zhang, Kinshuk, Sabine Graf, Ting-Wen Chang
Stage Predicting Student Stay Time Length on Webpage of Online Course Based on Grey Models. ICWL (2011)
Silvia Baldiris, Sabine Graf, Ramón Fabregat
Dynamic User Modeling and Adaptation Based on Learning Styles for Supporting Semi-Automatic Generation of IMS Learning Design. ICALT (2011)
Fathi Essalmi, Leila Jemni Ben Ayed, Mohamed Jemni, Kinshuk, Sabine Graf
Evaluation of Personalization Strategies Based on Fuzzy Logic. ICALT (2011)
Chung Hsien Lan, Sabine Graf, K. Robert Lai, Kinshuk
Enrichment of Peer Assessment with Agent Negotiation. IEEE Trans. Learn. Technol. 4 (1) (2011)
Kinshuk, Maiga Chang, Jon Dron, Sabine Graf, Vive Kumar, Oscar Lin, Qing Tan, Dunwei Wen, Guangbing Yang
Transition from e-Learning to u-Learning: Innovations and Personalization Issues. T4E (2011)
Farman Ali Khan, Sabine Graf, Edgar R. Weippl, A Min Tjoa
Identifying and Incorporating Affective States and Learning Styles in Web-based Learning Management Systems. IxD&A (2010)
Fathi Essalmi, Leila Jemni Ben Ayed, Mohamed Jemni, Kinshuk, Sabine Graf
A fully personalization strategy of E-learning scenarios. Comput. Hum. Behav. 26 (4) (2010)
Carlo Giovannella, Sabine Graf
Challenging Technologies, Rethinking Pedagogy, Being Design-Inspired: The Grand Challenge of this Century. eLearn Mag. 2010 (2) (2010)
Sabine Graf, Kinshuk
Using Cognitive Traits for Improving the Detection of Learning Styles. DEXA Workshops (2010)
Sabine Graf, Tzu-Chien Liu, Kinshuk
Analysis of learners' navigational behaviour and their learning styles in an online course. J. Comput. Assist. Learn. 26 (2) (2010)
Farman Ali Khan, Sabine Graf, Edgar R. Weippl, A Min Tjoa
Implementation of Affective States and Learning Styles Tactics in Web-Based Learning Management Systems. ICALT (2010)
Guangbing Yang, Kinshuk, Sabine Graf
A practical student model for a location-aware and context-sensitive Personalized Adaptive Learning System. T4E (2010)
Carlo Giovannella, Sabine Graf
Preface. IxD&A (2010)
Fathi Essalmi, Leila Jemni Ben Ayed, Mohamed Jemni, Kinshuk, Sabine Graf
Selection of appropriates E-learning personalization strategies from ontological perspectives. IxD&A (2010)
Sabine Graf, Kinshuk, Andreas Holzinger
International Workshop on Enabling User Experience with Future Interactive Learning Systems (UXFUL 2010). USAB (2010)
Sabine Graf, Kinshuk, Cindy Ives
A Flexible Mechanism for Providing Adaptivity Based on Learning Styles in Learning Management Systems. ICALT (2010)
Sabine Graf, Kinshuk
Advanced Adaptivity in Learning Management Systems by Considering Learning Styles. Web Intelligence/IAT Workshops (2009)
Farman Ali Khan, Sabine Graf, Edgar R. Weippl, A Min Tjoa
An approach for identifying affective states through behavioral patterns in web-based learning management systems. iiWAS (2009)
Sabine Graf, Chung Hsien Lan, Tzu-Chien Liu, Kinshuk
Investigations about the Effects and Effectiveness of Adaptivity for Students with Different Learning Styles. ICALT (2009)
Sabine Graf, Tzu-Chien Liu, Kinshuk, Nian-Shing Chen, Stephen J. H. Yang
Learning styles and cognitive traits - Their relationship and its benefits in web-based educational systems. Comput. Hum. Behav. 25 (6) (2009)
Michael Derntl, Sabine Graf
Impact of Learning Styles on Student Blogging Behavior. ICALT (2009)
Yoshitaka Sakurai, Kinshuk, Sabine Graf, Ardah Zarypolla, Kouhei Takada, Rainer Knauf, Setsuo Tsuruta
Proposal and Evaluation of Adaptive Multimedia Utilization Method for Reliable Web Based Collaboration. SITIS (2009)
Yoshitaka Sakurai, Kinshuk, Sabine Graf, Ardah Zarypolla, Kouhei Takada, Setsuo Tsuruta
Enriching Web Based Computer Supported Collaborative Learning Systems by Considering Misunderstandings among Learners during Interactions. ICALT (2009)
Sabine Graf, Kinshuk, Tzu-Chien Liu
Supporting Teachers in Identifying Students' Learning Styles in Learning Management Systems: An Automatic Student Modelling Approach. J. Educ. Technol. Soc. 12 (4) (2009)
Kinshuk, Yoshitaka Sakurai, Kouhei Takada, Sabine Graf, Ardah Zarypolla, Setsuo Tsuruta
Providing Adaptive Support in Computer Supported Collaboration Environments. SMC (2009)
Jaeyoung Jung, Sabine Graf
An Approach for Personalized Web-Based Vocabulary Learning through Word Association Games. SAINT (2008)
Sabine Graf, Kinshuk
Adaptivity and Personalization in Ubiquitous Learning Systems. USAB (2008)
Sabine Graf, Taiyu Lin, Kinshuk
The relationship between learning styles and cognitive traits - Getting additional information for improving student modelling. Comput. Hum. Behav. 24 (2) (2008)
Sabine Graf, Kathryn MacCallum, Tzu-Chien Liu, Maiga Chang, Dunwei Wen, Qing Tan, Jon Dron, Fuhua Lin, Nian-Shing Chen, Rory McGreal, Kinshuk
An Infrastructure for Developing Pervasive Learning Environments. PerCom (2008)
Sabine Graf, Kinshuk, Tzu-Chien Liu
Identifying Learning Styles in Learning Management Systems by Using Indications from Students' Behaviour. ICALT (2008)
Sabine Graf
Control and Constraint in E-Learning - Choosing When to Choose. J. Educ. Technol. Soc. 11 (2) (2008)
Sabine Graf, Taiyu Lin, Kinshuk
Analysing the Relationship between Learning Styles and Cognitive Traits. ICALT (2007)
Silvia Rita Viola, Sabine Graf, Kinshuk, Tommaso Leo
Investigating relationships within the Index of Learning Styles: a data driven approach. Interact. Technol. Smart Educ. 4 (1) (2007)
Taiyu Lin, Kinshuk, Sabine Graf
Cognitive Trait Model and Divergent Associative Learning. ICALT (2007)
Chung Hsien Lan, Sabine Graf, K. Robert Lai, Kinshuk
Effect of Learning Styles on Peer Assessment in an Agent-based Collaborative Learning Environment. ICALT (2007)
Taiyu Lin, Kinshuk, Sabine Graf
Semantic Relation Analysis and Its Application in Cognitive Profiling. ICALT (2007)
Dunwei Wen, Sabine Graf, Chung Hsien Lan, Terry Anderson, Kinshuk, Ken Dickson
Adaptive Assessment in Web-Based Learning. ICME (2007)
Sabine Graf, Kinshuk
An Approach for Detecting Learning Styles in Learning Management Systems. ICALT (2006)
Sabine Graf, Rahel Bekele
Forming Heterogeneous Groups for Intelligent Collaborative Learning Systems with Ant Colony Optimization. Intelligent Tutoring Systems (2006)
Sabine Graf
Adaptable and Adaptive Hypermedia Systems. J. Educ. Technol. Soc. 9 (1) (2006)
Sabine Graf, Taiyu Lin, Lynn Jeffrey, Kinshuk
An Exploratory Study of the Relationship Between Learning Styles and Cognitive Traits. EC-TEL (2006)
Silvia Rita Viola, Sabine Graf, Kinshuk, Tommaso Leo
Analysis of Felder-Silverman Index of Learning Styles by a Data-Driven Statistical Approach. ISM (2006)
Sabine Graf, Kinshuk
Considering Learning Styles in Learning Management Systems: Investigating the Behavior of Students in an Online Course. SMAP (2006)
Sabine Graf, Taiyu Lin, Kinshuk
Improving Student Modeling: The Relationship between Learning Styles and Cognitive Traits. CELDA (2005)
Sabine Graf, Beate List
An Evaluation of Open Source E-Learning Platforms Stressing Adaptation Issues. ICALT (2005)
Sabine Graf
Fostering Adaptivity in E-Learning Platforms: A Meta-Model Supporting Adaptive Courses. CELDA (2005)