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Evaluation of a Data-To-Text System for Verbalizing a Learning Analytics Dashboard

https://doi.org/10.1002/int.21835
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/3-540-45034-3_38openalex-snapshot
SumTime-Turbine: A Knowledge-Based System to Communicate Gas Turbine Time-Series Data
inferredcites →https://doi.org/10.1007/978-3-319-24598-0_15openalex-snapshot
Automatic Generation of Air Quality Index Textual Forecasts Using a Data-To-Text Approach
inferredcites →https://doi.org/10.1007/978-3-642-30950-2_62openalex-snapshot
An Interactive Teacher’s Dashboard for Monitoring Groups in a Multi-tabletop Learning Environment
inferredcites →https://doi.org/10.1007/s00779-013-0751-2openalex-snapshot
Learning dashboards: an overview and future research opportunities
inferredcites →https://doi.org/10.1007/s10459-010-9222-yopenalex-snapshot
Likert scales, levels of measurement and the “laws” of statistics
inferredcites →https://doi.org/10.1016/j.artmed.2012.09.002openalex-snapshot
Automatic generation of natural language nursing shift summaries in neonatal intensive care: BT-Nurse
inferredcites →https://doi.org/10.1016/j.asoc.2012.09.007openalex-snapshot
Automatic linguistic reporting in driving simulation environments
inferredcites →https://doi.org/10.1016/j.eswa.2012.04.069openalex-snapshot
An approach to automatic learning assessment based on the computational theory of perceptions
inferredcites →https://doi.org/10.1016/j.fss.2015.04.014openalex-snapshot
On generating linguistic descriptions of time series
inferredcites →https://doi.org/10.1016/j.fss.2015.06.019openalex-snapshot
On the role of linguistic descriptions of data in the building of natural language generation systems
inferredcites →https://doi.org/10.1017/cbo9780511519857openalex-snapshot
Building Natural Language Generation Systems
inferredcites →https://doi.org/10.1109/fie.2015.7344147openalex-snapshot
SmartLAK: A big data architecture for supporting learning analytics services
inferredcites →https://doi.org/10.1109/fuzz-ieee.2014.6891840openalex-snapshot
A proposal for the hierarchical segmentation of time series. Application to trend-based linguistic description
inferredcites →https://doi.org/10.1109/icalt.2014.111openalex-snapshot
SoftLearn: A Process Mining Platform for the Discovery of Learning Paths
inferredcites →https://doi.org/10.1109/isda.2009.8openalex-snapshot
Automatically Generated Linguistic Summaries of Energy Consumption Data
inferredcites →https://doi.org/10.1109/isda.2011.6121646openalex-snapshot
Linguistic reporting of driver behavior: Summary and event description
inferredcites →https://doi.org/10.1109/tfuzz.2014.2328011openalex-snapshot
Linguistic Descriptions for Automatic Generation of Textual Short-Term Weather Forecasts on Real Prediction Data
inferredcites →https://doi.org/10.1111/j.1365-2929.2004.02012.xopenalex-snapshot
Likert scales: how to (ab)use them
inferredcites →https://doi.org/10.1145/2212776.2212860openalex-snapshot
The student activity meter for awareness and self-reflection
inferredcites →https://doi.org/10.1145/2567574.2567585openalex-snapshot
Current state and future trends
inferredcites →https://doi.org/10.1177/0002764213479363openalex-snapshot
Learning Analytics Dashboard Applications
inferredcites →https://doi.org/10.3115/1610163.1610180openalex-snapshot
An architecture for data-to-text systems

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Interactive map reports summarizing bivariate geographic data
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Learning analytics made in France: the METAL project
inferred← citeshttps://doi.org/10.1109/aieee.2017.8270532openalex-snapshot
Applying learning analytics methods to enhance learning quality and effectiveness in virtual learning environments
inferred← citeshttps://doi.org/10.1109/tlt.2019.2916802openalex-snapshot
A Systematic Review of Empirical Studies on Learning Analytics Dashboards: A Self-Regulated Learning Perspective
inferred← citeshttps://doi.org/10.1109/tvcg.2018.2865022openalex-snapshot
VIS Author Profiles: Interactive Descriptions of Publication Records Combining Text and Visualization
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LLM-Generated Summaries for Teachers: A Randomized Field Experiment in a Digital Learning Platform
inferred← citeshttps://doi.org/10.18653/v1/2022.inlg-main.13openalex-snapshot
Comparing informativeness of an NLG chatbot vs graphical app in diet-information domain
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Analysis and Research on Learning Behavior Based on LMS
inferred← citeshttps://doi.org/10.3233/jifs-190935openalex-snapshot
Fuzzy linguistic descriptions for execution trace comprehension and their application in an introductory course in artificial intelligence
inferred← citeshttps://doi.org/10.3390/analytics2040046openalex-snapshot
Learning Analytics in the Era of Large Language Models
inferred← citeshttps://doi.org/10.48550/arxiv.1711.09744openalex-snapshot
How linguistic descriptions of data can help to the teaching-learning process in higher education, case of study: artificial intelligence
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A Review of Learning Analytics Dashboard and a Novel Application in Maritime Simulator Training
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