ASSISTments Dataset from Multiple Randomized Controlled Experiments [Konferenzbericht] Paper presented at the Association for Computing Machinery (ACM) Conference on Learning @ Scale (3rd, Edinburg, Scotland, Apr 25-26, 2016).

Autor/inn/en	Selent, Douglas; Patikorn, Thanaporn; Heffernan, Neil
Titel	ASSISTments Dataset from Multiple Randomized Controlled Experiments [Konferenzbericht] Paper presented at the Association for Computing Machinery (ACM) Conference on Learning @ Scale (3rd, Edinburg, Scotland, Apr 25-26, 2016).
Quelle	(2016), (4 Seiten) PDF als Volltext (1); PDF als Volltext kostenfreie Datei (2) Verfügbarkeit
Sprache	englisch
Dokumenttyp	gedruckt; online; Monographie
DOI	10.1145/2876034.2893409
Schlagwörter	Intelligent Tutoring Systems; Data; Randomized Controlled Trials; Electronic Learning; Data Analysis; Data Processing; Mathematics Instruction; Middle School Students; Experiments; Massachusetts + Suchen Sie Ihr Suchwort? Intelligentes Tutorsystem; Daten; Auswertung; Datenverarbeitung; Mathematics lessons; Mathematikunterricht; Middle school; Middle schools; Student; Students; Mittelschule; Mittelstufenschule; Schüler; Schülerin; Erprobung; Master-Studiengang
Abstract	In this paper, we present a dataset consisting of data generated from 22 previously and currently running randomized controlled experiments inside the ASSISTments online learning platform. This dataset provides data mining opportunities for researchers to analyze ASSISTments data in a convenient format across multiple experiments at the same time. The data preprocessing steps are explained in detail to inform researchers about how this dataset was generated. A list of column descriptions is provided to define the columns in the dataset and a set of summary statistics are presented to briefly describe the dataset. (As Provided).
Erfasst von	ERIC (Education Resources Information Center), Washington, DC
Update	2020/1/01