Knut och Alice Wallenberg Stiftelse, WGLN III - Wallenberg Global Learning Network III förlänger sin finansiering av Rutiga Familjen under projektnamnet Talking and Seeing Math in Games.

Efter ett 3 års finansiering, utökar WGLN sitt bidrag för perioden sept 2011 -dec 2012.

Målsättningen är att RF blir mer ”självförsörjande” genom att:

- öka lärarfunktionaliteten i Rutiga Familjen samt utveckla ett lärarverktyg för tilldelning (inkl. rättning) av tester. Syftet är att hjälpa lärarna i sin bedömning av eleven, där datan kan användas som underlag för utvärdering av elevens utveckling och inför framtida undervisningsbeslut.

- utvärdera de olika ”lärmodes” som eleven använder för att lära sin agent, genom att genomföra en pre-post studie utifrån fyra förutsättningar: elever spelar inte RF (kontroll), elever spelar RF utan agent (brons), elever spelar RF med agent i ”teaching by showing” mode (silver) och elever spelar RF med agent i ”teaching by explaining” mode (guld).

- förstärka teknologin för att klarar den ökande belastningen av det växande lärarnätverket, genom att bl. a. förfina alla spelnivåer, ta bort alla bugs, utveckla en videoserie som förklarar spelets egenskaper för lärarna och skapa en webbportal med bl.a. möjligheten för icke-deltagande lärare att kunna logga in och testa spelet.

- analysera arbetets data ytterligare och publicera resultaten på en bred front, inkl. resultat av tekniska och psykologiska karaktär.

Till AIED konferensen 15th International Conference on Artificial Intelligence in Education, in Auckland, Nya Zeeland, presenterade Lena Pareto och kollegorna Tobias Arvemo (Högskolan Väst), Ylva Dahl (Uddevalla Skolor), Magnus Haake samt Agneta Gulz (Lund Universitet) följande artikel 2011 :A Teachable-Agent Arithmetic Game’s effects on Mathematics Understanding, Attitude and Self-Efficacy (eftersom artikeln publiceras internationellt, är den på engelska.)
Abstrakt: A teachable-agent arithmetic game is presented and evaluated in terms of student performance, attitude and self-efficacy. An experimental pre-post study design was used, enrolling 153 3rd and 5th grade students in Sweden. The playing group showed significantly larger gains in math performance and self-efficacy beliefs, but not in general attitude towards math, than the control groups. The contributions in relation to previous work include a new educational game being evaluated, and an emphasis on self-efficacy in the study as a strong predictor of math achievements. » Läs mer

En ny artikel ”A Teachable Agent Game Engaging Primary School Children to Learn Arithmetic Concepts and Reasoning” har publicerats i en internationell tidskrift om intelligenta spel och andra digitala verktyg i skolmiljö: International Journal of Artificial Intelligence in Education av Springer

(eftersom artikeln publiceras internationellt, är den på engelska).
Abstrakt:  In this paper we will describe a learning environment designed to foster conceptual understanding and reasoning in mathematics among younger school children. The learning environment consists of 48 2-player game variants based on a graphical model of arithmetic where the mathematical content is intrinsically interwoven with the game idea. The environment also features teachable agents, which are computer programs that can be taught and behave according to their knowledge. Thus, the environment provides both learning-by-doing (playing the game) and learning-by-teaching (teaching the agent to play). It differs from other learning-by-teaching systems 1) by targeting basic mathematics and primary grade students; 2) by using teachable agents as an extension to educational games in order to leverage engagement, reflection and learning; and 3) by using an agent-driven question dialogue to challenge students’ mathematical thinking, to role-model learner behaviour and to transfer game knowledge to out-of-game mathematics. The teachable agent game is described and evaluated in an authentic classroom study enrolling 443 students from 22 classes in 9 schools. Students range from 2^nd to 6^th grade of mainstream classes and 7^th to 8^th grade for students with difficulties in mathematics. Part of the study was designed as a quasi-experimental study with controls; part was designed to examine students’ change in mental models of arithmetic before and after game play. All students took pre- and post mathematics tests. The 314 playing students used the game and taught their agents during regular math-classes for three months, whereas the control classes attended standard instruction and took the tests. A questionnaire was distributed in the end of the study to investigate students’ perceptions and performances of the agent-tutoring task. Results show that 1) there is a significant learning gain for playing student compared to controls, 2) the learning environment can engage children in advanced mathematical thinking in early education, 3) that young primary students can act as successful tutors. Thus, we conclude that teachable agents is a candidate for leveraging learning in educational games to deeper levels that transfer outside the game. This idea combines the motivational power of games with the reflective power of a teachable agent asking though-provoking, deep questions on the learning material during game play.

Pareto, L. (2014). A Teachable Agent Game Engaging Primary School Children to Learn Arithmetic Concepts and Reasoning. In International Journal of Artificial Intelligence in Education, Volume 24, Issue 3, pp 251-283. Springer New York.

Lena Pareto, Datahäxan på Rödberget, lanserade år 2000 Rutiga Familjens webbsida (länken kan ta en stund att ladda). Idag, upphör den.

Artikeln ”Mathematical Literacy for Everyone using Arithmetic games” har publicerats i en internationell tidskrift om barns hälsa och utveckling: International Journal on Child Health and Human Development av Nova publisher

Pareto, L. (2014). Mathematical Literacy for Everyone using Arithmetic Games. In International Journal on Child Health and Human Development; Volume 7(4). Special issue: Virtual and Augmented Reality Environments for People with Special Needs. Editors: Orly Lahav, Paul Sharkey and Joav Merrick.

Under matematikutvecklardagen får Hovhultsskolan i Uddevalla besök av 12 pedagoger från Mölndal som introduceras i matematikspelet Rutiga familjen med temat ”Talking and Seeing Maths in Games”.