Effect of Using Cabri II Environment by Prospective Teachers on Fractal Geometry Problem Posing

Size: px
Start display at page:

Download "Effect of Using Cabri II Environment by Prospective Teachers on Fractal Geometry Problem Posing"

Transcription

1 Effect of Using Cabri II Environment by Prospective Teachers on Fractal Geometry Problem Posing Reda Abu-Elwan, PhD Mathematics Education Sultan Qaboos University Abstract The use of Cabri II in mathematics education has considerably spread in the last few years. Nevertheless, many teachers haven t yet completely overcome their fears and suspicions about using it in geometry teaching. Furthermore, there is a generational gap which raises further difficulties: while most of the in-service teachers in Oman don t have confidence in the new technologies or with their application in educational activities. This study investigates how Cabri II might be effective in developing prospective teacher's skills in developing new fractal problems for school geometry level. The research was designed to introduce prospective mathematics teachers into a learning experience with a Dynamic Geometry Environment (Cabri II); making them work in small groups on developing fractals problems based on Cabri II dynamic geometry. Twenty of mathematics prospective teachers participated in six activity sessions in topics of Circles, triangles fractals problem posing. The experience showed that the participants, after getting used to Cabri II, were able to apply their competence in the construction of interactive educational materials for a classroom situation. All of the creative fractals shapes in proposed problems and images were developed by the participants, for that purpose, the Cabri II was used. Introduction Technology in mathematics has become an important factor in mathematics teachers' preparation programs. Research indicates that teachers who are effective at integrating technology possess specialized knowledge about technology, pedagogy and content, and the intersections of those three domains (Koehler, Mishra, & Yahwa, 2007; Suharwoto & Lee, 2005). Educational technology researchers have advanced the construct of technological, pedagogical and content knowledge (Mishra & Koehler, 2006) as a theoretical and empirically-based framework about teachers knowledge needed to effectively integrate technology in their teaching. In Sultan Qaboos University; Technology in mathematics and teaching considered to be a main dimension of Mathematics teacher's preparation program. Part of Methods of teaching secondary mathematics course is to use Cabri II environment for the learning of teaching geometry and Fractal geometry is a new topic in the same course. Fractal geometry is a new language for the complex forms and patterns found in nature. It represents a change in the way that scientists "do science". It provides new tools to describe, model, analyze, and measure the natural world, and wonderful new connections within the world of mathematics. Fractal geometry is exciting, visual, relevant to many disciplines, and lends itself naturally to technology supported activities. Both students and teachers with relatively little mathematical background can approach a large number of current research problems in this area and appreciate the integration across traditional disciplines. Students enrolled of this course should create new fractal problems using Cabri II environment as a main project. This study showed that students have the abilities to create new fractals problems based on Euclidean geometry and Cabri II software. Background Geometry has always been a rich area in which students can discover patterns and formulate conjectures. The use of Cabri II environment enables students to examine many cases, thus extending their ability to formulate and explore conjectures (NCTM, 2000; 309) as well as developing new questions for a given geometry problem. In Principles and Standards for School Mathematics (NCTM, 2000), NCTM presents its technology principle (pp ). The technology principle has three components: 1) technology enhance mathematics learning, 2) technology supports effective mathematics learning, 3) technology influences 1

2 what mathematics is taught. The range of accessible problems is extended by technological tools as students are able to execute routine procedures quickly and accurately, allowing additional time for conceptualizing and modeling. Learning is assisted by feedback, which is supplied immediately by Cabri II. Problem posing in mathematics "Problem posing and problem solving is obviously closely related. On the one hand, problem posing draws heavily on the processes of problem solving, such as identifying the key elements of a problem and how they relate to one another and to the goal of the problem. On the other hand, problem posing takes children beyond the parameters of the solution process" (English, 1997, 173). Problem posing instruction involves instruction with student generation or formulation of problems to solve (Silver, 1994). It involves the creation of original problems which may be associated with particular conditions. This study dealt only with the generation of new problems. The following questions may be asked to guide additional inquiries into fractal construction: What other geometric process lead to interesting fractals? Can inquiry into the patterns of any generated fractal relate to your fractal? Will a fractal be formed if the dimensions of the construction matrix are changed? Could you have used these ideas in a different way to solve the problem? How might you change some of these ideas to make a different problem? What if you not given all these ideas? What might the problem become then? What if we were adding some new ideas? What ideas might we add? What new questions might we ask then? Fractal geometry problems Fractal geometry is a relatively new and important area of mathematics which differs significantly from traditional geometry. Fractals have many applications in a variety of fields of study aside from mathematics, such as art, engineering, physics and computer science. Unlike classical geometric shapes, which are linear or continuous curves (straight lines, triangles, smooth curves and circles) alone do not represent the world in which we live; the shapes of fractal geometry (clouds, trees, mountains, coastlines and snowflakes) are nonlinear. Fractals are more representative of the natural world we live because they appear to exist within it. However fractal geometry does not appear in many traditional curricula even in Omani mathematics curricula. Teaching Fractal Geometry is consistent with implementation of the guidelines and the recommendations of The National Council of Teachers of Mathematics, NCTM. In the process of creating fractals students will be able to examine the following geometric concepts and skills recommended by NCTM (1989): For grades K-4, topics in geometry and spatial sense such as describing, modeling, drawing, classifying, combining, dividing, and changing shapes. For grades 5-8, identifying and comparing geometric figures in one, two, and three dimensions and the applications of geometric properties and relationships in problem solving and real life situations. For grades 9-12, such topics in geometry as representing problem situations with geometric models, classifying figures in terms of congruence and similarity. Fractals can be divided into two categories: Natural fractals and mathematically structured fractals. Natural Fractals One does not have to look very far to find examples of natural fractals in the everyday environment of students. Examples of natural fractals include coastlines and curvy rivers (as illustrated on wall maps), flowers such as a rose or carnation, tree branches, rock formations, mountain ranges, seaweed and other aquatic plants, coral, and parts of the human anatomy such as curly hair, veins, and intestines. Mathematically Structured Fractals Included in this category is simulations of fractal patterns that are computer generated; which are a class of fractals created consistent with some mathematical rules and principles such as Cantor Dust, Mandelbrot Set, Sierpinski Triangle, and Koch Curve. This study dealt with Mathematically Structured Fractals as an environment of problem posing. 2

3 These fractals are generated by iteration of an event or shape repeatedly. Popular examples of these simulated fractals are the Mandelbrot set, Koch snowflake, and Julia sets. These and other fractals are available through different sites on the World Wide Web (Ex. & ). Mandelbort was the first to uncover the beauty of the computer-generated images. This can only be seen because of computer technology, since these images are the result of millions of iterations. Within a study of fractal geometry, students can make conjectures about relationships between figures or number patterns and they can then form their own generalizations and problems. This study is focused on that structured fractals created through Cabri II environment. Cabri II Environment National Council of Teachers of Mathematics (NCTM) suggests, in Principals and Standards for School Mathematics, that interactive Geometry and Geometer's Sketchpad. This dynamic geometry software offer opportunities for the users to manipulate and, precisely speaking, to act directly on, geometrical diagrams particularly by grapping and dragging certain geometrical objects (e.g. points) with the mouse. These new opportunities of direct access to and interactions with geometric diagrams open a new opportunities of experimentation (Balacheff& Kaput, 1996). one aspect of the well powerful of dynamic geometry is that in the new experimental field it granted, the geometric drawings, as opposed to figures by virtue of the distinction made by, Laborde (1993), preserve the invariant properties salient to the geometric configurations. Whilst grabbing and dragging the geometric objects ( e.g. a point that in turn changes the shape of a triangle). The "dragging" facilitates the reasoning process in helping student to move backward and forward between particular instances of geometric relations and general theories about invariant relationships. Holzl said that "The drage mode alerts the relational character of geometric objects" (Holzl, 1996, p. 171), for example; if one constructs an equilateral triangle ABC in which points A and B are given, then C cannot be dragged whereas A and B can. From a relational point of view there is no need to distinguish the points A, B and C, as each pair of them determines the original equilateral triangle. From a functional viewpoint (essentially Cabri) the situation looks different: A and B determine the position of C but in return C dose not determine the position of A and B. As Whiteley (2000) spoke about his reflection on his experiences in both studying and teaching geometry, the whole point about using dynamic geometry programs is learning to see differently and therefore think differently. Cabri presents the learner with two worlds (Sutherland& Balasheff, 1999): a theoretical world, which is that of geometry, and a mechanical, manipulative world, which is the phenomenological domain of Cabri. Cabri objects are part of a computer environment which can be considered "half world" (Noss & Hoyles, 1996; 6) in between theory and practice. With this respect Cabri figures are a midway between empirical and genetic objects. On one hand, as empirical objects they can be manipulated and the effect of this manipulation can be seen on the screen as it happens. On the other hand, dragging figures in Cabri allows one "to see the one as a multitude, other than one among others" (Pimm, 1995; 59). The researcher has observed in his own courses the power of dynamic geometry (Cabri II) to explore many examples and help student-teachers makes generalizations in geometry. The power of dragging is an important factor to generate new conditions of a figure on a screen, in addition to other features of Cabri II. Objectives and Research Questions Research question of this study is: "Does experience with Cabri II environment enhance student-teachers' abilities to formulate new fractal geometry problems?" In this study I define "formulate" as "to generate a new questions based on a fractal geometry figures developed by student-teachers". Instruments: To investigate student-teachers abilities of using Cabri II environment in problem posing, I use "Task Analysis" as a tool for that purpose; it showed how dose student could construct fractal geometry figure and what kind of formulated problem he developed. 3

4 To investigate student-teachers skills of problem posing in fractals, I use "Interview" with each group of them, asking them about their work (procedures, the role of dragging to construct new situation for a fractal figure, and what they can do to modify ill formulated problem?. Method Several educational tasks were designed and final generated problems have been analyzed regarding the quality of well problem posing skills criteria. Objectives of the educational tasks were: To construct a fractal figure, based on fractals properties of fractal dimensions and self similarity. To develop new questions for that constructed fractal figure, To explain how Cabri II would help to solve the posed problem. Subjects and contexts The subjects were 20 student-teachers enrolled of methods of teaching mathematics course, each two student-teachers working together to create new fractal figure based on their knowledge of: Fractal geometry principles, their skills of using Cabri II software utilities, and problem posing strategies. Working in cooperative groups allows students to check their results with other group members. After the students finished their individual fractals, they can collect data about the patterns they observe. They can use these data to make conjectures and test them in their group before presenting their fractals to the whole class. Initially, the teacher s role is to explain how to construct fractals. Training session of using Cabri II in 2 hours a week of 4 times, while Problem Posing Strategies and examples was 4 hours, Fractal geometry topics taught in 6 hours. All teaching process and training has been done by researcher. The phase of constructing new fractal geometry problems using Cabri II has been done in the final stage of the course. All problems about fractal geometry necessarily imply designing and creating macros. They stimulate pupils algorithmically thinking and they can be a basis for beginning programming activities as well. All these problems involve pupils actively in the phase of the construction of the fractal, allowing them to invent new ones by themselves. Drawing fractals on a computer has several advantages over drawing fractals by hand: (1) students can create more fractals in the allotted time, and (2) correcting mistakes is easier and less frustrating. Actually, students rarely make mistakes when they construct fractals with a computer. Technology allows them to copy stages without much backtracking, whereas when they manually build a fractal with transformations, copying requires going through all the steps from stage 1 on. Utilizing the Euclidean rules of construction such as angle bisectors, parallel and perpendicular lines, midpoints, and perpendicular bisectors the students examined the properties and construction of some of the elementary figures of fractal geometry. Accepted fractal problem criteria were: Using Cabri II environment, context of the formulated problem should be related to Fractal geometry topics, and new generated problems are solvable. Results and Discussion The following tasks showed some of the problems of the basic construction that studentteachers have drawn using Cabri II: Task #1: Students were asked to use circles properties to construct "fractal Carpet". They started drawing a single circle with specific radius, then using Cabri II environment to connect three of that circle tangent, using circle center of the three tangent circles to construct the main unit as in figure (3), coloring is option as in fig. (5), using millions of iterations to construct fig. (7). Generated questions like: Is it possible to complete Carpet in fig. 7? Led to formulate a problem done by "Ali and Murshed":" based of the given initial circle, could you expect 4

5 numbers of circles needed to complete the 10 th stage of the figure, General formula for n circles?" This task showed that both Ali and Murshed tried to generate a figure of fractal carpet using the properties of circles, and iteration geometry for a basic generator of one single circle, as I asked them; about fig. 6? They said that constructing new question to complete the square carpet need a new conditions, that Cabri allowed them to use it. (5) (4) (3) (2) (1) (6) (7) Task#2: (8) This task done in fig. 8 by Muna and Badria, they tried to construct an iterated figure using equal sides square, dividing each side in 1:2 ratio, then iterate that some stages, formulating a question related to generalization. But they formulate another question "what if we divide sides in a ratio of 2:3, does the generalization will differ?" In questioning them about fractal properties in that figure, they failed to prove the existing of similarity on the screen, it considered a good idea, but not fractal geometry problem posing. Task#3: This task in fig. 9 done by Hamad, showed his tray to construct a fractal triangle, using the idea of iteration of a two triangle with one diamond, this unit was the basic of the whole triangle in fig. 10. (9) 5

6 Hammad generate a problem based of that figure: "what if the initial triangle would be right triangle how could be the 5 th stage of constructed triangle?" another question based of the original figure (10) was" use dragging properties to formulate other figures by same fractal pattern. (10) The context of fractal geometry provided an environment which encouraged problem posing. The role of Cabri II in the problem posing skills is highlighted. It is a tool for extending investigations. Exploring figures with Cabri is effective in encouraging creativity. Students were very engaged with geometric construction of the fractals utilizing the principles and rules of Euclidian construction, as well as using Cabri dynamic geometry software. Also, several students went beyond what was required and created their own fractals. References Balacheff, N. & Kaputt, J. J. (1996). Computer-based learning environments in mathematics In A. J. Bishop, K. Clements, C. Keitel, J. Kilpatrick & C. Laborde (Eds.), International handbook of mathematics education: part one (pp ). Dordresht: Kluwer Academic Publshers. English, Lyne D. (1997). Promoting a Problem Posing Classroom, Teaching Children Mathematics, November, p.173 Holzl, R. (1996). How dose "dragging" affect the learning of geometry. International Journal of Computers for Mathematical Learning, 1, pp Koehler, M.J., Mishra, P., & Yahya, K. (2007). Tracing the development of teacher knowledge in a design seminar: Integrating content, pedagogy and technology. Computers & Education, 49, Laborde, C. (1993). The computer as a part of the learning environment: The case of geometry. In C. Keitel & K. Ruthven (Eds.), Learning through computers: Mathematics and educational technology, Berline, pp Mishra, P. & Koehler, M.J. (2006) Technological Pedagogical Content Knowledge: A framework for teacher knowledge. Teachers College Record, 108(6), National Council of Teachers of Mathematics (1989). Curriculum and Evaluation Standards for School Mathematics. Reston, Virginia: The National Council of Teachers of Mathematics Inc. National Council of Teachers of Mathematics (2000). Principles and Standards for School Mathematics. Reston, Virginia: The National Council of Teachers of Mathematics Inc. Pimm, D. (1995). Sympols and meanings in school mathematics. Prenceton: NJ university press. Polly, D. & Brantley-Dias, L. (2009). TPACK: Where do we go now? Tech Trends, 53(5), Silver,E. A. (1994). On mathematical problem posing. For the learning of mathematics. 14 (1), pp Suharwoto, G. & Lee, K. (2005). Assembling the pieces together: What are the most influential components in mathematics preservice teachers development of technology pedagogical content knowledge (TPCK)? In C. Crawford, et al (Eds.), Proceedings of Society for Information Technology and Teacher Education International Conference Chesapeake, VA: AACE Sutherland, R. & Balasheff, N. (1999). Didactical complexity of computational environments for the learning of mathematics. International Journal of Computers for Mathematical Learning. V. 4, pp Whiteley, s W. (2000). Dynamic geometry program and the practice of geometry. Paper distributed st the Ninth International Congress on Mathematical Education (ICME9), 31 July- 7 August, Tokyo. 6

THE ROLE OF TOOL AND TEACHER MEDIATIONS IN THE CONSTRUCTION OF MEANINGS FOR REFLECTION

THE ROLE OF TOOL AND TEACHER MEDIATIONS IN THE CONSTRUCTION OF MEANINGS FOR REFLECTION THE ROLE OF TOOL AND TEACHER MEDIATIONS IN THE CONSTRUCTION OF MEANINGS FOR REFLECTION Lulu Healy Programa de Estudos Pós-Graduados em Educação Matemática, PUC, São Paulo ABSTRACT This article reports

More information

AGS THE GREAT REVIEW GAME FOR PRE-ALGEBRA (CD) CORRELATED TO CALIFORNIA CONTENT STANDARDS

AGS THE GREAT REVIEW GAME FOR PRE-ALGEBRA (CD) CORRELATED TO CALIFORNIA CONTENT STANDARDS AGS THE GREAT REVIEW GAME FOR PRE-ALGEBRA (CD) CORRELATED TO CALIFORNIA CONTENT STANDARDS 1 CALIFORNIA CONTENT STANDARDS: Chapter 1 ALGEBRA AND WHOLE NUMBERS Algebra and Functions 1.4 Students use algebraic

More information

Guest Editorial Motivating Growth of Mathematics Knowledge for Teaching: A Case for Secondary Mathematics Teacher Education

Guest Editorial Motivating Growth of Mathematics Knowledge for Teaching: A Case for Secondary Mathematics Teacher Education The Mathematics Educator 2008, Vol. 18, No. 2, 3 10 Guest Editorial Motivating Growth of Mathematics Knowledge for Teaching: A Case for Secondary Mathematics Teacher Education Azita Manouchehri There is

More information

Classroom Connections Examining the Intersection of the Standards for Mathematical Content and the Standards for Mathematical Practice

Classroom Connections Examining the Intersection of the Standards for Mathematical Content and the Standards for Mathematical Practice Classroom Connections Examining the Intersection of the Standards for Mathematical Content and the Standards for Mathematical Practice Title: Considering Coordinate Geometry Common Core State Standards

More information

THEORETICAL CONSIDERATIONS

THEORETICAL CONSIDERATIONS Cite as: Jones, K. and Fujita, T. (2002), The Design Of Geometry Teaching: learning from the geometry textbooks of Godfrey and Siddons, Proceedings of the British Society for Research into Learning Mathematics,

More information

SPATIAL SENSE : TRANSLATING CURRICULUM INNOVATION INTO CLASSROOM PRACTICE

SPATIAL SENSE : TRANSLATING CURRICULUM INNOVATION INTO CLASSROOM PRACTICE SPATIAL SENSE : TRANSLATING CURRICULUM INNOVATION INTO CLASSROOM PRACTICE Kate Bennie Mathematics Learning and Teaching Initiative (MALATI) Sarie Smit Centre for Education Development, University of Stellenbosch

More information

DEVELOPING GEOMETRIC THINKING SKILLS THROUGH DYNAMIC DIAGRAM TRANSFORMATIONS

DEVELOPING GEOMETRIC THINKING SKILLS THROUGH DYNAMIC DIAGRAM TRANSFORMATIONS DEVELOPING GEOMETRIC THINKING SKILLS THROUGH DYNAMIC DIAGRAM TRANSFORMATIONS Stavroula Patsiomitou & Anastassios Emvalotis Department of Primary Education of Ioannina, University of Ioannina 45110, Ioannina,

More information

Enhancing Van Hiele s level of geometric understanding using Geometer s Sketchpad Introduction Research purpose Significance of study

Enhancing Van Hiele s level of geometric understanding using Geometer s Sketchpad Introduction Research purpose Significance of study Poh & Leong 501 Enhancing Van Hiele s level of geometric understanding using Geometer s Sketchpad Poh Geik Tieng, University of Malaya, Malaysia Leong Kwan Eu, University of Malaya, Malaysia Introduction

More information

Dublin City Schools Mathematics Graded Course of Study GRADE 4

Dublin City Schools Mathematics Graded Course of Study GRADE 4 I. Content Standard: Number, Number Sense and Operations Standard Students demonstrate number sense, including an understanding of number systems and reasonable estimates using paper and pencil, technology-supported

More information

Pre-AP Geometry Course Syllabus Page 1

Pre-AP Geometry Course Syllabus Page 1 Pre-AP Geometry Course Syllabus 2015-2016 Welcome to my Pre-AP Geometry class. I hope you find this course to be a positive experience and I am certain that you will learn a great deal during the next

More information

TabletClass Math Geometry Course Guidebook

TabletClass Math Geometry Course Guidebook TabletClass Math Geometry Course Guidebook Includes Final Exam/Key, Course Grade Calculation Worksheet and Course Certificate Student Name Parent Name School Name Date Started Course Date Completed Course

More information

Florida Mathematics Standards for Geometry Honors (CPalms # )

Florida Mathematics Standards for Geometry Honors (CPalms # ) A Correlation of Florida Geometry Honors 2011 to the for Geometry Honors (CPalms #1206320) Geometry Honors (#1206320) Course Standards MAFS.912.G-CO.1.1: Know precise definitions of angle, circle, perpendicular

More information

Hardhatting in a Geo-World

Hardhatting in a Geo-World Hardhatting in a Geo-World TM Developed and Published by AIMS Education Foundation This book contains materials developed by the AIMS Education Foundation. AIMS (Activities Integrating Mathematics and

More information

Page 1 of 11. Curriculum Map: Grade 4 Math Course: Math 4 Sub-topic: General. Grade(s): None specified

Page 1 of 11. Curriculum Map: Grade 4 Math Course: Math 4 Sub-topic: General. Grade(s): None specified Curriculum Map: Grade 4 Math Course: Math 4 Sub-topic: General Grade(s): None specified Unit: Creating a Community of Mathematical Thinkers Timeline: Week 1 The purpose of the Establishing a Community

More information

Curriculum Design Project with Virtual Manipulatives. Gwenanne Salkind. George Mason University EDCI 856. Dr. Patricia Moyer-Packenham

Curriculum Design Project with Virtual Manipulatives. Gwenanne Salkind. George Mason University EDCI 856. Dr. Patricia Moyer-Packenham Curriculum Design Project with Virtual Manipulatives Gwenanne Salkind George Mason University EDCI 856 Dr. Patricia Moyer-Packenham Spring 2006 Curriculum Design Project with Virtual Manipulatives Table

More information

2003, Prentice-Hall, Inc. Giesecke Technical Drawing, 12e. Figure 4-1 Points and Lines.

2003, Prentice-Hall, Inc. Giesecke Technical Drawing, 12e. Figure 4-1 Points and Lines. Figure 4-1 Points and Lines. Figure 4-2 Angles. Figure 4-3 Triangles. Figure 4-4 Quadrilaterals. Figure 4-5 Regular Polygons. Figure 4-6 The Circle. Figure 4-7 Solids. Figure 4-7.1 Examples of Solids Created

More information

Alignment of Australian Curriculum Year Levels to the Scope and Sequence of Math-U-See Program

Alignment of Australian Curriculum Year Levels to the Scope and Sequence of Math-U-See Program Alignment of s to the Scope and Sequence of Math-U-See Program This table provides guidance to educators when aligning levels/resources to the Australian Curriculum (AC). The Math-U-See levels do not address

More information

Mathematics subject curriculum

Mathematics subject curriculum Mathematics subject curriculum Dette er ei omsetjing av den fastsette læreplanteksten. Læreplanen er fastsett på Nynorsk Established as a Regulation by the Ministry of Education and Research on 24 June

More information

A BLENDED MODEL FOR NON-TRADITIONAL TEACHING AND LEARNING OF MATHEMATICS

A BLENDED MODEL FOR NON-TRADITIONAL TEACHING AND LEARNING OF MATHEMATICS Readings in Technology and Education: Proceedings of ICICTE 2010 407 A BLENDED MODEL FOR NON-TRADITIONAL TEACHING AND LEARNING OF MATHEMATICS Wajeeh Daher Al-Qasemi Academic College of Education Israel

More information

DIDACTIC MODEL BRIDGING A CONCEPT WITH PHENOMENA

DIDACTIC MODEL BRIDGING A CONCEPT WITH PHENOMENA DIDACTIC MODEL BRIDGING A CONCEPT WITH PHENOMENA Beba Shternberg, Center for Educational Technology, Israel Michal Yerushalmy University of Haifa, Israel The article focuses on a specific method of constructing

More information

Missouri Mathematics Grade-Level Expectations

Missouri Mathematics Grade-Level Expectations A Correlation of to the Grades K - 6 G/M-223 Introduction This document demonstrates the high degree of success students will achieve when using Scott Foresman Addison Wesley Mathematics in meeting the

More information

ASSESSMENT TASK OVERVIEW & PURPOSE:

ASSESSMENT TASK OVERVIEW & PURPOSE: Performance Based Learning and Assessment Task A Place at the Table I. ASSESSMENT TASK OVERVIEW & PURPOSE: Students will create a blueprint for a decorative, non rectangular picnic table (top only), and

More information

Extending Place Value with Whole Numbers to 1,000,000

Extending Place Value with Whole Numbers to 1,000,000 Grade 4 Mathematics, Quarter 1, Unit 1.1 Extending Place Value with Whole Numbers to 1,000,000 Overview Number of Instructional Days: 10 (1 day = 45 minutes) Content to Be Learned Recognize that a digit

More information

Characterizing Mathematical Digital Literacy: A Preliminary Investigation. Todd Abel Appalachian State University

Characterizing Mathematical Digital Literacy: A Preliminary Investigation. Todd Abel Appalachian State University Characterizing Mathematical Digital Literacy: A Preliminary Investigation Todd Abel Appalachian State University Jeremy Brazas, Darryl Chamberlain Jr., Aubrey Kemp Georgia State University This preliminary

More information

Paper 2. Mathematics test. Calculator allowed. First name. Last name. School KEY STAGE TIER

Paper 2. Mathematics test. Calculator allowed. First name. Last name. School KEY STAGE TIER 259574_P2 5-7_KS3_Ma.qxd 1/4/04 4:14 PM Page 1 Ma KEY STAGE 3 TIER 5 7 2004 Mathematics test Paper 2 Calculator allowed Please read this page, but do not open your booklet until your teacher tells you

More information

SURVIVING ON MARS WITH GEOGEBRA

SURVIVING ON MARS WITH GEOGEBRA SURVIVING ON MARS WITH GEOGEBRA Lindsey States and Jenna Odom Miami University, OH Abstract: In this paper, the authors describe an interdisciplinary lesson focused on determining how long an astronaut

More information

understandings, and as transfer tasks that allow students to apply their knowledge to new situations.

understandings, and as transfer tasks that allow students to apply their knowledge to new situations. Building a Better PBL Problem: Lessons Learned from The PBL Project for Teachers By Tom J. McConnell - Research Associate, Division of Science & Mathematics Education, Michigan State University, et al

More information

Introductory thoughts on numeracy

Introductory thoughts on numeracy Report from Summer Institute 2002 Introductory thoughts on numeracy by Dave Tout, Language Australia A brief history of the word A quick look into the history of the word numeracy will tell you that the

More information

Grade 6: Correlated to AGS Basic Math Skills

Grade 6: Correlated to AGS Basic Math Skills Grade 6: Correlated to AGS Basic Math Skills Grade 6: Standard 1 Number Sense Students compare and order positive and negative integers, decimals, fractions, and mixed numbers. They find multiples and

More information

An ICT environment to assess and support students mathematical problem-solving performance in non-routine puzzle-like word problems

An ICT environment to assess and support students mathematical problem-solving performance in non-routine puzzle-like word problems An ICT environment to assess and support students mathematical problem-solving performance in non-routine puzzle-like word problems Angeliki Kolovou* Marja van den Heuvel-Panhuizen*# Arthur Bakker* Iliada

More information

Julia Smith. Effective Classroom Approaches to.

Julia Smith. Effective Classroom Approaches to. Julia Smith @tessmaths Effective Classroom Approaches to GCSE Maths resits julia.smith@writtle.ac.uk Agenda The context of GCSE resit in a post-16 setting An overview of the new GCSE Key features of a

More information

Using Calculators for Students in Grades 9-12: Geometry. Re-published with permission from American Institutes for Research

Using Calculators for Students in Grades 9-12: Geometry. Re-published with permission from American Institutes for Research Using Calculators for Students in Grades 9-12: Geometry Re-published with permission from American Institutes for Research Using Calculators for Students in Grades 9-12: Geometry By: Center for Implementing

More information

Module 12. Machine Learning. Version 2 CSE IIT, Kharagpur

Module 12. Machine Learning. Version 2 CSE IIT, Kharagpur Module 12 Machine Learning 12.1 Instructional Objective The students should understand the concept of learning systems Students should learn about different aspects of a learning system Students should

More information

Developing Effective Teachers of Mathematics: Factors Contributing to Development in Mathematics Education for Primary School Teachers

Developing Effective Teachers of Mathematics: Factors Contributing to Development in Mathematics Education for Primary School Teachers Developing Effective Teachers of Mathematics: Factors Contributing to Development in Mathematics Education for Primary School Teachers Jean Carroll Victoria University jean.carroll@vu.edu.au In response

More information

Calculators in a Middle School Mathematics Classroom: Helpful or Harmful?

Calculators in a Middle School Mathematics Classroom: Helpful or Harmful? University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln Action Research Projects Math in the Middle Institute Partnership 7-2008 Calculators in a Middle School Mathematics Classroom:

More information

Measurement. When Smaller Is Better. Activity:

Measurement. When Smaller Is Better. Activity: Measurement Activity: TEKS: When Smaller Is Better (6.8) Measurement. The student solves application problems involving estimation and measurement of length, area, time, temperature, volume, weight, and

More information

A Metacognitive Approach to Support Heuristic Solution of Mathematical Problems

A Metacognitive Approach to Support Heuristic Solution of Mathematical Problems A Metacognitive Approach to Support Heuristic Solution of Mathematical Problems John TIONG Yeun Siew Centre for Research in Pedagogy and Practice, National Institute of Education, Nanyang Technological

More information

TOPICS LEARNING OUTCOMES ACTIVITES ASSESSMENT Numbers and the number system

TOPICS LEARNING OUTCOMES ACTIVITES ASSESSMENT Numbers and the number system Curriculum Overview Mathematics 1 st term 5º grade - 2010 TOPICS LEARNING OUTCOMES ACTIVITES ASSESSMENT Numbers and the number system Multiplies and divides decimals by 10 or 100. Multiplies and divide

More information

METHODS OF INSTRUCTION IN THE MATHEMATICS CURRICULUM FOR MIDDLE SCHOOL Math 410, Fall 2005 DuSable Hall 306 (Mathematics Education Laboratory)

METHODS OF INSTRUCTION IN THE MATHEMATICS CURRICULUM FOR MIDDLE SCHOOL Math 410, Fall 2005 DuSable Hall 306 (Mathematics Education Laboratory) METHODS OF INSTRUCTION IN THE MATHEMATICS CURRICULUM FOR MIDDLE SCHOOL Math 410, Fall 2005 DuSable Hall 306 (Mathematics Education Laboratory) Dr. Diana Steele 357 Watson Hall Northern Illinois University

More information

DG 17: The changing nature and roles of mathematics textbooks: Form, use, access

DG 17: The changing nature and roles of mathematics textbooks: Form, use, access DG 17: The changing nature and roles of mathematics textbooks: Form, use, access Team Chairs: Berinderjeet Kaur, Nanyang Technological University, Singapore berinderjeet.kaur@nie.edu.sg Kristina-Reiss,

More information

Lecture 1: Machine Learning Basics

Lecture 1: Machine Learning Basics 1/69 Lecture 1: Machine Learning Basics Ali Harakeh University of Waterloo WAVE Lab ali.harakeh@uwaterloo.ca May 1, 2017 2/69 Overview 1 Learning Algorithms 2 Capacity, Overfitting, and Underfitting 3

More information

Cal s Dinner Card Deals

Cal s Dinner Card Deals Cal s Dinner Card Deals Overview: In this lesson students compare three linear functions in the context of Dinner Card Deals. Students are required to interpret a graph for each Dinner Card Deal to help

More information

Representational Fluency and Symbolisation of Derivative

Representational Fluency and Symbolisation of Derivative Representational Fluency and Symbolisation of Derivative Alan Gil Delos Santos & Michael O. J. Thomas The University of Auckland The nature of mathematical concepts has been the subject of some scrutiny

More information

The Singapore Copyright Act applies to the use of this document.

The Singapore Copyright Act applies to the use of this document. Title Mathematical problem solving in Singapore schools Author(s) Berinderjeet Kaur Source Teaching and Learning, 19(1), 67-78 Published by Institute of Education (Singapore) This document may be used

More information

Guide to Teaching Computer Science

Guide to Teaching Computer Science Guide to Teaching Computer Science Orit Hazzan Tami Lapidot Noa Ragonis Guide to Teaching Computer Science An Activity-Based Approach Dr. Orit Hazzan Associate Professor Technion - Israel Institute of

More information

PUBLIC CASE REPORT Use of the GeoGebra software at upper secondary school

PUBLIC CASE REPORT Use of the GeoGebra software at upper secondary school PUBLIC CASE REPORT Use of the GeoGebra software at upper secondary school Linked to the pedagogical activity: Use of the GeoGebra software at upper secondary school Written by: Philippe Leclère, Cyrille

More information

Primary teachers embedding educational software of mathematics in their teaching practices. Maria Chionidou-Moskofoglou

Primary teachers embedding educational software of mathematics in their teaching practices. Maria Chionidou-Moskofoglou 216 Int. J. Teaching and Case Studies, Vol. 3, Nos. 2/3/4, 2011 Primary teachers embedding educational software of mathematics in their teaching practices Dimitrios Zibidis* Department of Primary Education,

More information

Intellectual Mirrors: A Step in the Direction of Making Schools Knowledge-Making Places

Intellectual Mirrors: A Step in the Direction of Making Schools Knowledge-Making Places Intellectual Mirrors: A Step in the Direction of Making Schools Knowledge-Making Places JUDAH L. SCHWARTZ, Massachusetts Institute of Technology and Harvard Graduate School of Education Mathematical Creativity

More information

A Survey of South African Grade 10 Learners Geometric Thinking Levels in Terms of the Van Hiele Theory

A Survey of South African Grade 10 Learners Geometric Thinking Levels in Terms of the Van Hiele Theory Kamla-Raj 2012 Anthropologist, 14(2): 123-129 (2012) A Survey of South African Grade 10 Learners Geometric Thinking Levels in Terms of the Van Hiele Theory J. K. Alex * and K. J. Mammen Walter Sisulu University,

More information

LEARNER VARIABILITY AND UNIVERSAL DESIGN FOR LEARNING

LEARNER VARIABILITY AND UNIVERSAL DESIGN FOR LEARNING LEARNER VARIABILITY AND UNIVERSAL DESIGN FOR LEARNING NARRATOR: Welcome to the Universal Design for Learning series, a rich media professional development resource supporting expert teaching and learning

More information

Professional Development as a Catalyst for Changes in Beliefs and Practice: Perspectives from the Early Numeracy Research Project

Professional Development as a Catalyst for Changes in Beliefs and Practice: Perspectives from the Early Numeracy Research Project Professional Development as a Catalyst for Changes in Beliefs and Practice: Perspectives from the Early Numeracy Research Project Andrea McDonough Australian Catholic University

More information

A GENERIC SPLIT PROCESS MODEL FOR ASSET MANAGEMENT DECISION-MAKING

A GENERIC SPLIT PROCESS MODEL FOR ASSET MANAGEMENT DECISION-MAKING A GENERIC SPLIT PROCESS MODEL FOR ASSET MANAGEMENT DECISION-MAKING Yong Sun, a * Colin Fidge b and Lin Ma a a CRC for Integrated Engineering Asset Management, School of Engineering Systems, Queensland

More information

Strategies for Solving Fraction Tasks and Their Link to Algebraic Thinking

Strategies for Solving Fraction Tasks and Their Link to Algebraic Thinking Strategies for Solving Fraction Tasks and Their Link to Algebraic Thinking Catherine Pearn The University of Melbourne Max Stephens The University of Melbourne

More information

been each get other TASK #1 Fry Words TASK #2 Fry Words Write the following words in ABC order: Write the following words in ABC order:

been each get other TASK #1 Fry Words TASK #2 Fry Words Write the following words in ABC order: Write the following words in ABC order: TASK #1 Fry Words 1-100 been each called down about first TASK #2 Fry Words 1-100 get other long people number into TASK #3 Fry Words 1-100 could part more find now her TASK #4 Fry Words 1-100 for write

More information

Relating Math to the Real World: A Study of Platonic Solids and Tessellations

Relating Math to the Real World: A Study of Platonic Solids and Tessellations Sheila Green Professor Dyrness ED200: Analyzing Schools Curriculum Project December 15, 2010 Relating Math to the Real World: A Study of Platonic Solids and Tessellations Introduction The study of Platonic

More information

Mathematics process categories

Mathematics process categories Mathematics process categories All of the UK curricula define multiple categories of mathematical proficiency that require students to be able to use and apply mathematics, beyond simple recall of facts

More information

Learning Mathematics with Technology: The Influence of Virtual Manipulatives on Different Achievement Groups

Learning Mathematics with Technology: The Influence of Virtual Manipulatives on Different Achievement Groups Utah State University DigitalCommons@USU TEaL Faculty Publications Teacher Education and Leadership 1-1-2011 Learning Mathematics with Technology: The Influence of Virtual Manipulatives on Different Achievement

More information

First Grade Standards

First Grade Standards These are the standards for what is taught throughout the year in First Grade. It is the expectation that these skills will be reinforced after they have been taught. Mathematical Practice Standards Taught

More information

Arizona s College and Career Ready Standards Mathematics

Arizona s College and Career Ready Standards Mathematics Arizona s College and Career Ready Mathematics Mathematical Practices Explanations and Examples First Grade ARIZONA DEPARTMENT OF EDUCATION HIGH ACADEMIC STANDARDS FOR STUDENTS State Board Approved June

More information

Multidisciplinary Engineering Systems 2 nd and 3rd Year College-Wide Courses

Multidisciplinary Engineering Systems 2 nd and 3rd Year College-Wide Courses Multidisciplinary Engineering Systems 2 nd and 3rd Year College-Wide Courses Kevin Craig College of Engineering Marquette University Milwaukee, WI, USA Mark Nagurka College of Engineering Marquette University

More information

Metadiscourse in Knowledge Building: A question about written or verbal metadiscourse

Metadiscourse in Knowledge Building: A question about written or verbal metadiscourse Metadiscourse in Knowledge Building: A question about written or verbal metadiscourse Rolf K. Baltzersen Paper submitted to the Knowledge Building Summer Institute 2013 in Puebla, Mexico Author: Rolf K.

More information

Problem-Solving with Toothpicks, Dots, and Coins Agenda (Target duration: 50 min.)

Problem-Solving with Toothpicks, Dots, and Coins Agenda (Target duration: 50 min.) STRUCTURED EXPERIENCE: ROLE PLAY Problem-Solving with Toothpicks, Dots, and Coins Agenda (Target duration: 50 min.) [Note: Preparation of materials should occur well before the group interview begins,

More information

Fourth Grade. Reporting Student Progress. Libertyville School District 70. Fourth Grade

Fourth Grade. Reporting Student Progress. Libertyville School District 70. Fourth Grade Fourth Grade Libertyville School District 70 Reporting Student Progress Fourth Grade A Message to Parents/Guardians: Libertyville Elementary District 70 teachers of students in kindergarten-5 utilize a

More information

Mathematics textbooks the link between the intended and the implemented curriculum? Monica Johansson Luleå University of Technology, Sweden

Mathematics textbooks the link between the intended and the implemented curriculum? Monica Johansson Luleå University of Technology, Sweden Mathematics textbooks the link between the intended and the implemented curriculum? Monica Johansson Luleå University of Technology, Sweden Textbooks are a predominant source in mathematics classrooms

More information

Concept Acquisition Without Representation William Dylan Sabo

Concept Acquisition Without Representation William Dylan Sabo Concept Acquisition Without Representation William Dylan Sabo Abstract: Contemporary debates in concept acquisition presuppose that cognizers can only acquire concepts on the basis of concepts they already

More information

Introducing the New Iowa Assessments Mathematics Levels 12 14

Introducing the New Iowa Assessments Mathematics Levels 12 14 Introducing the New Iowa Assessments Mathematics Levels 12 14 ITP Assessment Tools Math Interim Assessments: Grades 3 8 Administered online Constructed Response Supplements Reading, Language Arts, Mathematics

More information

Radius STEM Readiness TM

Radius STEM Readiness TM Curriculum Guide Radius STEM Readiness TM While today s teens are surrounded by technology, we face a stark and imminent shortage of graduates pursuing careers in Science, Technology, Engineering, and

More information

Think A F R I C A when assessing speaking. C.E.F.R. Oral Assessment Criteria. Think A F R I C A - 1 -

Think A F R I C A when assessing speaking. C.E.F.R. Oral Assessment Criteria. Think A F R I C A - 1 - C.E.F.R. Oral Assessment Criteria Think A F R I C A - 1 - 1. The extracts in the left hand column are taken from the official descriptors of the CEFR levels. How would you grade them on a scale of low,

More information

Standard 1: Number and Computation

Standard 1: Number and Computation Standard 1: Number and Computation Standard 1: Number and Computation The student uses numerical and computational concepts and procedures in a variety of situations. Benchmark 1: Number Sense The student

More information

FIGURE IT OUT! MIDDLE SCHOOL TASKS. Texas Performance Standards Project

FIGURE IT OUT! MIDDLE SCHOOL TASKS. Texas Performance Standards Project FIGURE IT OUT! MIDDLE SCHOOL TASKS π 3 cot(πx) a + b = c sinθ MATHEMATICS 8 GRADE 8 This guide links the Figure It Out! unit to the Texas Essential Knowledge and Skills (TEKS) for eighth graders. Figure

More information

Relationships Between Motivation And Student Performance In A Technology-Rich Classroom Environment

Relationships Between Motivation And Student Performance In A Technology-Rich Classroom Environment Relationships Between Motivation And Student Performance In A Technology-Rich Classroom Environment John Tapper & Sara Dalton Arden Brookstein, Derek Beaton, Stephen Hegedus jtapper@donahue.umassp.edu,

More information

AGENDA LEARNING THEORIES LEARNING THEORIES. Advanced Learning Theories 2/22/2016

AGENDA LEARNING THEORIES LEARNING THEORIES. Advanced Learning Theories 2/22/2016 AGENDA Advanced Learning Theories Alejandra J. Magana, Ph.D. admagana@purdue.edu Introduction to Learning Theories Role of Learning Theories and Frameworks Learning Design Research Design Dual Coding Theory

More information

Pedagogical Content Knowledge for Teaching Primary Mathematics: A Case Study of Two Teachers

Pedagogical Content Knowledge for Teaching Primary Mathematics: A Case Study of Two Teachers Pedagogical Content Knowledge for Teaching Primary Mathematics: A Case Study of Two Teachers Monica Baker University of Melbourne mbaker@huntingtower.vic.edu.au Helen Chick University of Melbourne h.chick@unimelb.edu.au

More information

Multiplication of 2 and 3 digit numbers Multiply and SHOW WORK. EXAMPLE. Now try these on your own! Remember to show all work neatly!

Multiplication of 2 and 3 digit numbers Multiply and SHOW WORK. EXAMPLE. Now try these on your own! Remember to show all work neatly! Multiplication of 2 and digit numbers Multiply and SHOW WORK. EXAMPLE 205 12 10 2050 2,60 Now try these on your own! Remember to show all work neatly! 1. 6 2 2. 28 8. 95 7. 82 26 5. 905 15 6. 260 59 7.

More information

KS1 Transport Objectives

KS1 Transport Objectives KS1 Transport Y1: Number and Place Value Count to and across 100, forwards and backwards, beginning with 0 or 1, or from any given number Count, read and write numbers to 100 in numerals; count in multiples

More information

The Role of Problems to Enhance Pedagogical Practices in the Singapore Mathematics Classroom.

The Role of Problems to Enhance Pedagogical Practices in the Singapore Mathematics Classroom. The Mathematics Educator 2002, Vol. 6, No.2, 15-31 The Role of Problems to Enhance Pedagogical Practices in the Singapore Mathematics Classroom. Foong Pui Yee National Institute of Education, Nanyang Technological

More information

UNIVERSITY OF THESSALY DEPARTMENT OF EARLY CHILDHOOD EDUCATION POSTGRADUATE STUDIES INFORMATION GUIDE

UNIVERSITY OF THESSALY DEPARTMENT OF EARLY CHILDHOOD EDUCATION POSTGRADUATE STUDIES INFORMATION GUIDE UNIVERSITY OF THESSALY DEPARTMENT OF EARLY CHILDHOOD EDUCATION POSTGRADUATE STUDIES INFORMATION GUIDE 2011-2012 CONTENTS Page INTRODUCTION 3 A. BRIEF PRESENTATION OF THE MASTER S PROGRAMME 3 A.1. OVERVIEW

More information

CAAP. Content Analysis Report. Sample College. Institution Code: 9011 Institution Type: 4-Year Subgroup: none Test Date: Spring 2011

CAAP. Content Analysis Report. Sample College. Institution Code: 9011 Institution Type: 4-Year Subgroup: none Test Date: Spring 2011 CAAP Content Analysis Report Institution Code: 911 Institution Type: 4-Year Normative Group: 4-year Colleges Introduction This report provides information intended to help postsecondary institutions better

More information

Build on students informal understanding of sharing and proportionality to develop initial fraction concepts.

Build on students informal understanding of sharing and proportionality to develop initial fraction concepts. Recommendation 1 Build on students informal understanding of sharing and proportionality to develop initial fraction concepts. Students come to kindergarten with a rudimentary understanding of basic fraction

More information

LLD MATH. Student Eligibility: Grades 6-8. Credit Value: Date Approved: 8/24/15

LLD MATH. Student Eligibility: Grades 6-8. Credit Value: Date Approved: 8/24/15 PUBLIC SCHOOLS OF EDISON TOWNSHIP DIVISION OF CURRICULUM AND INSTRUCTION LLD MATH Length of Course: Elective/Required: School: Full Year Required Middle Schools Student Eligibility: Grades 6-8 Credit Value:

More information

ONE TEACHER S ROLE IN PROMOTING UNDERSTANDING IN MENTAL COMPUTATION

ONE TEACHER S ROLE IN PROMOTING UNDERSTANDING IN MENTAL COMPUTATION ONE TEACHER S ROLE IN PROMOTING UNDERSTANDING IN MENTAL COMPUTATION Ann Heirdsfield Queensland University of Technology, Australia This paper reports the teacher actions that promoted the development of

More information

Rubric Assessment of Mathematical Processes in Homework

Rubric Assessment of Mathematical Processes in Homework University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln Action Research Projects Math in the Middle Institute Partnership 7-2008 Rubric Assessment of Mathematical Processes in

More information

Geometry. TED Talk: House of the Future Project Teacher Edition. A Project-based Learning Course. Our Superhero. Image Source.

Geometry. TED Talk: House of the Future Project Teacher Edition. A Project-based Learning Course. Our Superhero. Image Source. Geometry A Project-based Learning Course Image Source. TED Talk: House of the Future Project Teacher Edition Our Superhero Curriki 20660 Stevens Creek Boulevard, #332 Cupertino, CA 95014 To learn more

More information

Using Virtual Manipulatives to Support Teaching and Learning Mathematics

Using Virtual Manipulatives to Support Teaching and Learning Mathematics Using Virtual Manipulatives to Support Teaching and Learning Mathematics Joel Duffin Abstract The National Library of Virtual Manipulatives (NLVM) is a free website containing over 110 interactive online

More information

Enhancing Students Understanding Statistics with TinkerPlots: Problem-Based Learning Approach

Enhancing Students Understanding Statistics with TinkerPlots: Problem-Based Learning Approach Enhancing Students Understanding Statistics with TinkerPlots: Problem-Based Learning Approach Krongthong Khairiree drkrongthong@gmail.com International College, Suan Sunandha Rajabhat University, Bangkok,

More information

Software Maintenance

Software Maintenance 1 What is Software Maintenance? Software Maintenance is a very broad activity that includes error corrections, enhancements of capabilities, deletion of obsolete capabilities, and optimization. 2 Categories

More information

WHAT ARE VIRTUAL MANIPULATIVES?

WHAT ARE VIRTUAL MANIPULATIVES? by SCOTT PIERSON AA, Community College of the Air Force, 1992 BS, Eastern Connecticut State University, 2010 A VIRTUAL MANIPULATIVES PROJECT SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR TECHNOLOGY

More information

ICTCM 28th International Conference on Technology in Collegiate Mathematics

ICTCM 28th International Conference on Technology in Collegiate Mathematics DEVELOPING DIGITAL LITERACY IN THE CALCULUS SEQUENCE Dr. Jeremy Brazas Georgia State University Department of Mathematics and Statistics 30 Pryor Street Atlanta, GA 30303 jbrazas@gsu.edu Dr. Todd Abel

More information

B. How to write a research paper

B. How to write a research paper From: Nikolaus Correll. "Introduction to Autonomous Robots", ISBN 1493773070, CC-ND 3.0 B. How to write a research paper The final deliverable of a robotics class often is a write-up on a research project,

More information

Probability estimates in a scenario tree

Probability estimates in a scenario tree 101 Chapter 11 Probability estimates in a scenario tree An expert is a person who has made all the mistakes that can be made in a very narrow field. Niels Bohr (1885 1962) Scenario trees require many numbers.

More information

1.11 I Know What Do You Know?

1.11 I Know What Do You Know? 50 SECONDARY MATH 1 // MODULE 1 1.11 I Know What Do You Know? A Practice Understanding Task CC BY Jim Larrison https://flic.kr/p/9mp2c9 In each of the problems below I share some of the information that

More information

SAT MATH PREP:

SAT MATH PREP: SAT MATH PREP: 2015-2016 NOTE: The College Board has redesigned the SAT Test. This new test will start in March of 2016. Also, the PSAT test given in October of 2015 will have the new format. Therefore

More information

Edexcel GCSE. Statistics 1389 Paper 1H. June Mark Scheme. Statistics Edexcel GCSE

Edexcel GCSE. Statistics 1389 Paper 1H. June Mark Scheme. Statistics Edexcel GCSE Edexcel GCSE Statistics 1389 Paper 1H June 2007 Mark Scheme Edexcel GCSE Statistics 1389 NOTES ON MARKING PRINCIPLES 1 Types of mark M marks: method marks A marks: accuracy marks B marks: unconditional

More information

Practical Integrated Learning for Machine Element Design

Practical Integrated Learning for Machine Element Design Practical Integrated Learning for Machine Element Design Manop Tantrabandit * Abstract----There are many possible methods to implement the practical-approach-based integrated learning, in which all participants,

More information

NCSC Alternate Assessments and Instructional Materials Based on Common Core State Standards

NCSC Alternate Assessments and Instructional Materials Based on Common Core State Standards NCSC Alternate Assessments and Instructional Materials Based on Common Core State Standards Ricki Sabia, JD NCSC Parent Training and Technical Assistance Specialist ricki.sabia@uky.edu Background Alternate

More information

PART C: ENERGIZERS & TEAM-BUILDING ACTIVITIES TO SUPPORT YOUTH-ADULT PARTNERSHIPS

PART C: ENERGIZERS & TEAM-BUILDING ACTIVITIES TO SUPPORT YOUTH-ADULT PARTNERSHIPS PART C: ENERGIZERS & TEAM-BUILDING ACTIVITIES TO SUPPORT YOUTH-ADULT PARTNERSHIPS The following energizers and team-building activities can help strengthen the core team and help the participants get to

More information

Probability and Statistics Curriculum Pacing Guide

Probability and Statistics Curriculum Pacing Guide Unit 1 Terms PS.SPMJ.3 PS.SPMJ.5 Plan and conduct a survey to answer a statistical question. Recognize how the plan addresses sampling technique, randomization, measurement of experimental error and methods

More information

Improving Conceptual Understanding of Physics with Technology

Improving Conceptual Understanding of Physics with Technology INTRODUCTION Improving Conceptual Understanding of Physics with Technology Heidi Jackman Research Experience for Undergraduates, 1999 Michigan State University Advisors: Edwin Kashy and Michael Thoennessen

More information

OFFICE SUPPORT SPECIALIST Technical Diploma

OFFICE SUPPORT SPECIALIST Technical Diploma OFFICE SUPPORT SPECIALIST Technical Diploma Program Code: 31-106-8 our graduates INDEMAND 2017/2018 mstc.edu administrative professional career pathway OFFICE SUPPORT SPECIALIST CUSTOMER RELATIONSHIP PROFESSIONAL

More information

Developing an Assessment Plan to Learn About Student Learning

Developing an Assessment Plan to Learn About Student Learning Developing an Assessment Plan to Learn About Student Learning By Peggy L. Maki, Senior Scholar, Assessing for Learning American Association for Higher Education (pre-publication version of article that

More information