User contributions for Seiyon
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- 06:55, 17 February 2022 diff hist +489 Parental Educational Background Tag: Visual edit
- 06:01, 17 February 2022 diff hist −2 Parental Educational Background Tag: Visual edit
- 06:01, 17 February 2022 diff hist +350 Parental Educational Background Tag: Visual edit
- 06:00, 17 February 2022 diff hist +212 Course Grade and GPA Prediction Tag: Visual edit
- 05:49, 17 February 2022 diff hist −1 At-risk/Dropout/Stopout/Graduation Prediction Tag: Visual edit: Switched
- 05:49, 17 February 2022 diff hist −1 Parental Educational Background Tag: Visual edit
- 05:48, 17 February 2022 diff hist +414 N Parental Educational Background Created page with "Kai et al. (2017)https://files.eric.ed.gov/fulltext/ED596601.pdf pdf * Models predicting student retention in an online college program * J-48 decision trees achieved much higher Kappa and AUC for students whose parents did not attend college than those whose parents did * J-Rip decision rules achieved much higher Kappa and AUC for students whose parents did not attended college than those whose parents did"
- 05:47, 17 February 2022 diff hist +418 At-risk/Dropout/Stopout/Graduation Prediction Tag: Visual edit: Switched
- 02:17, 17 February 2022 diff hist +492 Other NLP Applications of Algorithms in Education Tag: Visual edit
- 02:16, 17 February 2022 diff hist +492 Urbanicity Tag: Visual edit
- 01:56, 17 February 2022 diff hist +664 N Engagement and Affect Detection Created page with "Ocumpaugh et al. (2014) https://bera-journals.onlinelibrary.wiley.com/doi/pdf/10.1111/bjet.12156 pdf * Models detecting student affective states (boredom, confusion, engaged concentration, frustration) from the interaction with ASSISTment system * Detectors generally performed the best for the same subpopulation that they were trained on (average kappa = 0.26, A′ = 0.67), and worse for other subpopulations (average kappa = 0.03 and A′ = 0.52) * Detectors trained..." Tag: Visual edit
- 01:56, 17 February 2022 diff hist +664 N Urbanicity Created page with "Ocumpaugh et al. (2014) https://bera-journals.onlinelibrary.wiley.com/doi/pdf/10.1111/bjet.12156 pdf * Models detecting student affective states (boredom, confusion, engaged concentration, frustration) from the interaction with ASSISTment system * Detectors generally performed the best for the same subpopulation that they were trained on (average kappa = 0.26, A′ = 0.67), and worse for other subpopulations (average kappa = 0.03 and A′ = 0.52) * Detectors trained..." Tag: Visual edit
- 00:57, 17 February 2022 diff hist +317 Learners with Disabilities Tag: Visual edit
- 00:54, 17 February 2022 diff hist +26 Course Grade and GPA Prediction Tag: Visual edit
- 13:10, 15 February 2022 diff hist +457 Speech Recognition for Education Tag: Visual edit
- 13:09, 15 February 2022 diff hist −4 Learners with Disabilities Tag: Visual edit
- 13:09, 15 February 2022 diff hist +22 Learners with Disabilities Tag: Visual edit: Switched
- 13:08, 15 February 2022 diff hist +439 N Learners with Disabilities Created page with " Loukina & Buzick (2017) https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/ets2.12170 pdf * a model (the SpeechRater) automatically scoring open-ended spoken responses for speakers with documented or suspected speech impairments * SpeechRater was less accurate for test takers who were deferred for signs of speech impairment (ρ^2 of .57) than test takers who were given accommodations for documented disabilities (ρ^2 of .73)" Tag: Visual edit
- 11:12, 3 February 2022 diff hist +500 N International Students Created page with "Yu et al. (2020) https://files.eric.ed.gov/fulltext/ED608066.pdf pdf * Model predicting undergraduate course grades and average GPA * International students are falsely predicted to earn a lower final course grade as well as lower GPA than their peers * The algorithmic bias against international students is larger when only institutional data, or a combination of institutional and survey data is included, but this performance is fairer with the inclusion of both cli..." Tag: Visual edit
- 04:24, 3 February 2022 diff hist 0 Military-Connected Status Tag: Visual edit
- 04:23, 3 February 2022 diff hist 0 At-risk/Dropout/Stopout/Graduation Prediction Tag: Visual edit: Switched
- 04:23, 3 February 2022 diff hist 0 National and International Examination Tag: Visual edit
- 04:23, 3 February 2022 diff hist +527 National and International Examination Tag: Visual edit
- 04:22, 3 February 2022 diff hist +525 At-risk/Dropout/Stopout/Graduation Prediction Tag: Visual edit: Switched
- 04:21, 3 February 2022 diff hist −92 Native Language and Dialect Tag: Visual edit
- 04:20, 3 February 2022 diff hist −94 Other NLP Applications of Algorithms in Education Tag: Visual edit
- 04:20, 3 February 2022 diff hist +525 N Military-Connected Status Created page with "Baker at al. (2020) https://www.upenn.edu/learninganalytics/ryanbaker/BakerBerningGowda.pdf pdf * Model predicting student graduation and SAT scores for military-connected students * For prediction of graduation, algorithms applying across population resulted an AUC of 0.60, degrading from their original performance of 70% or 71% to chance. * For prediction of SAT scores, algorithms applying across population resulted in a Spearman's ρ of 0.42 and 0.44, degrading a..." Tag: Visual edit
- 03:51, 3 February 2022 diff hist +97 Native Language and Dialect Tag: Visual edit
- 16:18, 2 February 2022 diff hist +814 N Other NLP Applications of Algorithms in Education Created page with "Naismith et al. (2018) http://d-scholarship.pitt.edu/40665/1/EDM2018_paper_37.pdf pdf * a model that measures L2 learners’ lexical sophistication with the frequency list based on the native speaker corpora * Arabic-speaking learners are rated systematically lower across all levels of English proficiency than speakers of Chinese, Japanese, Korean, and Spanish. * When New General Service List(NGSL) is used on Pitt English Language Institute Corpus(PELIC), Level 5 Ar..." Tag: Visual edit
- 16:17, 2 February 2022 diff hist +814 N Native Language and Dialect Created page with "Naismith et al. (2018) http://d-scholarship.pitt.edu/40665/1/EDM2018_paper_37.pdf pdf * a model that measures L2 learners’ lexical sophistication with the frequency list based on the native speaker corpora * Arabic-speaking learners are rated systematically lower across all levels of English proficiency than speakers of Chinese, Japanese, Korean, and Spanish. * When New General Service List(NGSL) is used on Pitt English Language Institute Corpus(PELIC), Level 5 Ar..." Tag: Visual edit
- 22:31, 25 January 2022 diff hist +291 N National and International Examination Created page with "Li et al. (2021) https://arxiv.org/pdf/2103.15212.pdf pdf *Model predicting student achievement on the standardized examination PISA *Inaccuracy of the U.S.-trained model was greater for students from countries with lower scores of national development (e.g. Indonesia, Vietnam, Moldova)" Tag: Visual edit
- 22:31, 25 January 2022 diff hist −293 Course Grade and GPA Prediction Tag: Visual edit
- 22:31, 25 January 2022 diff hist +4 Algorithmic Bias in Education →By Algorithm Application Tag: Visual edit
- 22:30, 25 January 2022 diff hist +40 Algorithmic Bias in Education →By Algorithm Application Tag: Visual edit
- 22:27, 25 January 2022 diff hist +380 Speech Recognition for Education Tag: Visual edit
- 06:36, 24 January 2022 diff hist +84 At-risk/Dropout/Stopout/Graduation Prediction Tag: Visual edit: Switched
- 06:36, 24 January 2022 diff hist −16 Gender: Male/Female Tag: Visual edit: Switched
- 06:18, 24 January 2022 diff hist −99 Gender: Male/Female Tag: Visual edit: Switched
- 06:17, 24 January 2022 diff hist −99 At-risk/Dropout/Stopout/Graduation Prediction Tag: Visual edit: Switched
- 06:13, 24 January 2022 diff hist +201 At-risk/Dropout/Stopout/Graduation Prediction Tag: Visual edit: Switched
- 06:12, 24 January 2022 diff hist −47 Gender: Male/Female Tag: Visual edit: Switched
- 05:18, 24 January 2022 diff hist +294 Black/African-American Learners in North America Tag: Visual edit: Switched
- 05:16, 24 January 2022 diff hist +65 Automated Essay Scoring Tag: Visual edit
- 04:54, 24 January 2022 diff hist −51 Automated Essay Scoring Tag: Visual edit
- 04:37, 24 January 2022 diff hist +381 Automated Essay Scoring Tag: Visual edit
- 04:36, 24 January 2022 diff hist −384 Speech Recognition for Education Blanked the page Tags: Visual edit Blanking
- 04:34, 24 January 2022 diff hist +385 National Origin or National Location Tag: Visual edit
- 04:33, 24 January 2022 diff hist +1 Speech Recognition for Education Tag: Visual edit
- 04:13, 24 January 2022 diff hist +38 Gender: Male/Female Tag: Visual edit: Switched
- 04:12, 24 January 2022 diff hist +31 At-risk/Dropout/Stopout/Graduation Prediction Tag: Visual edit: Switched