The primary purpose of this study is to investigate the degree to which register knowledge, register-specific motivation, and diverse linguistic features are predictive of human judgment of writing quality in three registers--narrative, informative, and opinion. The secondary purpose is to compare the evaluation metrics of register-partitioned…

This paper presents a multidimensional model of variation in writing quality, register, and genre in student essays, trained and tested via confirmatory factor analysis of 1.37 million essay submissions to ETS' digital writing service, Criterion®. The model was also validated with several other corpora, which indicated that it provides a…

This study explores using transfer learning in machine learning for natural language processing (NLP) to create generic automated essay scoring (AES) models, providing instant online scoring for statewide writing assessments in K-12 education. The goal is to develop an instant online scorer that is generalizable to any prompt, addressing the…

Automated Essay Scoring (AES) can reliably grade essays at scale and reduce human effort in both classroom and commercial settings. There are currently three dominant supervised learning paradigms for building AES models: feature-based, neural, and hybrid. While feature-based models are more explainable, neural network models often outperform…

This research aims at improving the narrative essay writing skills of elementary school teacher education students through Concentrated Language Encounter (CLE) learning activities assisted by short film learning media by employing a quasi-experimental nonequivalent group design. The subjects were all primary teacher education students in West…

The issue of higher-order thinking skills in Indonesia began to be raised in line with the changing goals of mathematics learning. The efforts have been made to be able to produce improved thinking skills, one of which is the PINTER model. This study aimed to see if there are any differences in higher-order thinking skills and mathematical…

The emphasis on improving writing instruction, especially the writing of non-narrative texts, may lead some teachers to seek effective ways to teach students. The IMSCI model, a scaffolded model for writing instruction, is useful for planning effective instruction. This article describes a research project conducted in a 4th grade classroom…

In this randomized controlled study, 20 second- and third-grade teachers participated in practice-based professional development in strategies instruction in either story or opinion essay writing, using the Self-Regulated Strategies Development (SRSD) instructional model. These teachers worked in schools collaborating with a local university to…

The 12th iteration of the International Conference on Educational Data Mining (EDM 2019) is organized under the auspices of the International Educational Data Mining Society in Montreal, Canada. The theme of this year's conference is EDM in Open-Ended Domains. As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks…

Nine years after the National Science Education Standards' release, just how well do science teachers in grades 5 to 8 actually use them to plan content, define improved teaching, and assess real learning? Find out the answers to these key questions in this groundbreaking collection of 15 essays by teachers, researchers, and professors whose…

The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…