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A Metalanguage for Learning: Rebalancing the Cognitive with the Socio-Material

Fei Victor Lim, Bill Cope, Mary Kalantzis
2022 Frontiers in Communication  
We propose a pedagogic metalanguage of transpositional grammar for the learning of multimodal literacy.  ...  learning.  ...  In other words, the metalanguage offers students tools for semiotic awareness of how meanings are made multimodally.  ... 
doi:10.3389/fcomm.2022.830613 doaj:a14f1f8fe93441d486e694612c64e759 fatcat:z4ra3yfvgvhidjtvsuijfie7vm

Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning

Katerina Mangaroska, Michail N. Giannakos
2018 IEEE Transactions on Learning Technologies  
Moreover, this paper presents an overview of what and how learning analytics have been used to inform learning design decisions and in what contexts.  ...  As the fields of learning analytics and learning design mature, the convergence and synergies between these two fields became an important area for research.  ...  ACKNOWLEDGMENT This work was supported by the Research Council of Norway under the project FUTURE LEARNING (255129/H20).  ... 
doi:10.1109/tlt.2018.2868673 fatcat:o6eg4oo6jjbgjftfpdvmg7rjue

Challenges and opportunities of multimodal data in human learning: The computer science students' perspective

Katerina Mangaroska, Roberto Martinez‐Maldonado, Boban Vesin, Dragan Gašević
2021 Journal of Computer Assisted Learning  
A critical issue stretching in many multimodal learning analytics (MLA) systems and studies is the current focus aimed at supporting researchers to model learner behaviours, rather than directly supporting  ...  Multimodal data have the potential to explore emerging learning practices that extend human cognitive capacities.  ...  data in a learning-context.  ... 
doi:10.1111/jcal.12542 fatcat:hfpicet7tfci3hxkps2qnds4wa

Developing a competency taxonomy for teacher design knowledge in technology-enhanced learning environments: a literature review

Mi Song Kim
2019 Research and Practice in Technology Enhanced Learning  
Recent research in technology-enhanced learning environments has indicated the need to redefine the role of teachers as designers.  ...  Highlights Recent research in technology-enhanced learning environments has indicated the need to redefine the role of teachers as designers.  ...  to automated learning analytic tools.  ... 
doi:10.1186/s41039-019-0113-4 fatcat:bogpscy4lnhkbcupu4hsnwcbpu

A Cross-Institutional Ethnographic Project: Mapping Play in Intercultural Communities

Akosua Obuo Addo, Eric E. Castle
2015 Higher Education Studies  
Curricula content and structure that encourages interdisciplinary learning, inter-level organization, cross-institutional study supports innovation and inspires new ideas about curricular design in higher  ...  Using technology to create geospatially situated digital visual stories about play was an effective mechanism for facilitating interdisciplinary learning, ethics, learner autonomy and dialogue.  ...  Justin Schell, Libraries Research & Learning -Arts Humanities, Wilson Library provided information on Google maps, and Google Fusion Tables.  ... 
doi:10.5539/hes.v5n1p1 fatcat:ykj2abegmjhw3dc325mb2spj3e

How to teach digital reading?

Fei Victor Lim, Weimin Toh
2020 Journal of Information Literacy  
The taxonomy includes the development of: 1) the knowledge of linear and deep reading strategies; 2) basic and critical information skills; and 3) a multimodal semiotic awareness.  ...  This paper synthesises key ideas from existing studies and presents a taxonomy for the teaching of digital reading.  ...  The metalanguage to develop a multimodal semiotic awareness is organised by the genre of the multimodal texts.  ... 
doi:10.11645/14.2.2701 fatcat:sfma7f6iurb6jdndantufkhhwe

On the Use of Predictive Models for Improving the Quality of Industrial Maintenance: An Analytical Literature Review of Maintenance Strategies

Oana Merkt
2019 Proceedings of the 2019 Federated Conference on Computer Science and Information Systems  
Based on the surveyed literature we introduce taxonomies that cover relevant predictive models and their corresponding data driven maintenance techniques.  ...  Due to advances in machine learning techniques and sensor technology, the data driven perspective is nowadays the preferred approach for improving the quality of maintenance for machines and processes  ...  A model-agnostic taxonomy of the reviewed multimodal ML fusion methods is presented together with appropriate solu-tions for optimal usage.  ... 
doi:10.15439/2019f101 dblp:conf/fedcsis/Merkt19 fatcat:wmn7czw4njgivmjt5gr7ptn2ve


Світлана Геннадіївна Вавіліна
2020 Ìnformacìjnì Tehnologì ì Zasobi Navčannâ  
This research suggests doing it by drawing upon the Taxonomy of Educational Objectives.  ...  The main focus is on the challenges that ESP practitioners face in the context of a multilingual digital Europe.  ...  Multimodal text analysis template Equally important, this template proves to be useful in placing our objective in the taxonomy.  ... 
doi:10.33407/itlt.v79i5.3355 fatcat:zve5jgpa2fcvfgvhd2hzwnpt7m

Developing conversational competence through language awareness and multimodality: the use of DVDs

María Moreno Jaén, Carmen Pérez Basanta
2009 ReCALL  
(digital versatile disc); (b) the development of a multimodal analysis of film clips for the design of activities; and (c) the promotion of a conversation awareness methodology through a bank of DVD clips  ...  In this paper we pay special attention to the crucial role of context in understanding oral interactions. Therefore, we outline the theory of context in English Language Teaching (ELT).  ...  A methodology that promotes awareness-raising activities is thus ''useful for exposing students to the pragmatic aspects of language, and provide them with analytic tools to further their pragmatic development  ... 
doi:10.1017/s0958344009990036 fatcat:uvctmqi4tfgjvalefdacp5elz4

Designing Analytics for Collaboration Literacy and Student Empowerment

Marcelo Worsley, Khalil Anderson, Natalie Melo, JooYoung Jang
2021 Journal of Learning Analytics  
Learning Analytics (MMLA) and collaboration analytics communities.  ...  Finally, we describe our instantiation of many of these dimensions in our collaborative analytics tool, BLINC, and suggest that these seven dimensions can be instructive for re-orienting the Multimodal  ...  Multimodal Learning Analytics: Tools, Techniques, and Relevant Constructs Conceptually, this paper is heavily motivated by both the affordances and shortcomings of current work in MMLA.  ... 
doi:10.18608/jla.2021.7242 fatcat:g3thx6jrwfggxkcg3tvumfxz4a

How Can High-Frequency Sensors Capture Collaboration? A Review of the Empirical Links between Multimodal Metrics and Collaborative Constructs

Bertrand Schneider, Gahyun Sung, Edwin Chng, Stephanie Yang
2021 Sensors  
., papers that conduct Multimodal Collaboration Analytics (MMCA) research. We selected papers published from 2010 to 2020 and extracted their key contributions.  ...  For the scope of this paper, we focus on: (1) the sensor-based metrics computed from multimodal data sources (e.g., speech, gaze, face, body, physiological, log data); (2) outcome measures, or operationalizations  ...  The Multimodal Collaboration Analytics (MMCA) website. Figure 4 . 4 Figure 4. The Multimodal Collaboration Analytics (MMCA) website. Figure 5 . 5 Figure 5.  ... 
doi:10.3390/s21248185 pmid:34960278 pmcid:PMC8706197 fatcat:puclqibmhvew7aadu3xwgse2ly

"We're talking about mobility:" Discourse strategies for promoting disciplinary knowledge and language in educational contexts

Pia Nygård Larsson
2018 Linguistics and Education  
The teacher seeks to promote student participation and raise awareness about scientific discourse.  ...  This paper explores, on an elaborated theoretical foundation, how subject-specific knowledge and discourse in educational contexts may be discerned and promoted.  ...  Content, language, and other multimodal resources are inseparable aspects in teaching and learning (Schleppegrell, 2016; Unsworth, 2001) .  ... 
doi:10.1016/j.linged.2018.10.001 fatcat:wfwqqif2lzdn7gopcm4auhzoga

A Taxonomy of Critical Dimensions at the Intersection of Learning Analytics and Educational Measurement

Kathleen Scalise, Mark Wilson, Perman Gochyyev
2021 Frontiers in Education  
they be used successfully in learning analytics?  ...  In particular, for learning analytics, more theory is needed showing how the analytical approaches are related to one another and to their respective purposes when measurement is involved.  ...  context, • To a context blending measurement goals and analytics during e-learning, • To a context primarily involving analytics during e-learning.  ... 
doi:10.3389/feduc.2021.656525 fatcat:72an77bj6fexvkt2towfxfvojm

"Think of it as a Challenge": Problematizing Pedagogical Strategies for Progression When Assessing Web-based University Courses

Anette Svensson, Lena Manderstedt, Annbritt Palo
2015 Læring og Medier  
The aim of this study is to analyse how a taxonomy-based course design can support students' qualitative learning processes in online university courses.  ...  In addition, the examination assignments could have been used as ways to strengthen the students' socio-cultural learning.  ...  The socio--cultural learning theory focuses on the idea that understanding is created through the students' activities, their processing of the material, and their awareness of how significant the context  ... 
doi:10.7146/lom.v8i13.17237 fatcat:67kchdv5tfe7xm2rspaxz6bkfm

Systematic review of context-aware digital behavior change interventions to improve health

Kelly J Thomas Craig, Laura C Morgan, Ching-Hua Chen, Susan Michie, Nicole Fusco, Jane L Snowdon, Elisabeth Scheufele, Thomas Gagliardi, Stewart Sill
2020 Translational Behavioral Medicine  
Technologies used to apply these in a context-aware, automated fashion included analytic and artificial intelligence (e.g., machine learning and symbolic reasoning) methods requiring various degrees of  ...  Context-aware DBCIs effectively supported behavior change to improve users' health behaviors.  ...  The data suggest that context-aware DBCIs can be supplemented by analytics-and AI-based methodologies to improve user individualization of interventions.  ... 
doi:10.1093/tbm/ibaa099 pmid:33085767 pmcid:PMC8158169 fatcat:opywdluuebgpjf52enlqlnrlji
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