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Cover image for Computer aided assessment of mathematics
Title:
Computer aided assessment of mathematics
Publication Information:
Oxford : Oxford University Press, 2013
Physical Description:
ix, 185 pages : illustrations ; 24 cm.
ISBN:
9780199660353

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30000010335753 QA20.C65 S26 2013 Open Access Book Book
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Summary

Summary

Assessment is a key driver in mathematics education. This book examines computer aided assessment (CAA) of mathematics in which computer algebra systems (CAS) are used to establish the mathematical properties of expressions provided by students in response to questions. In order to automate such assessment, the relevant criteria must be encoded and, in articulating precisely the desired criteria, the teacher needs to think very carefully about the goals of the task. Hence CAA acts as a vehicle to examine assessment and mathematics education in detail and from a fresh perspective. One example is how it is natural for busy teachers to set only those questions that can be marked by hand in a straightforward way, even though the constraints of paper-based formats restrict what they do and why. There are other kinds of questions, such as those with non-unique correct answers, or where assessing the properties requires the marker themselves to undertake a significant computation. It is simply not sensible for a person to set these to large groups of students when marking by hand. However, such questions have their place and value in provoking thought and learning. This book, aimed at teachers in both schools and universities, explores how, in certain cases, different question types can be automatically assessed. Case studies of existing systems have been included to illustrate this in a concrete and practical way.


Author Notes

Chris Sangwin is a Senior Lecturer in the School of Mathematics at the University of Birmingham. From 2000-2011 he was seconded half time to the UK Higher Education Academy "Maths Stats and OR Network" to promote learning and teaching of university mathematics. In 2006 he was awarded a National Teaching Fellowship.


Table of Contents

List of Figuresp. viii
1 Introductionp. 1
1.1 Multiple-choice questionsp. 2
1.2 Assessment criteriap. 4
1.3 Chaptersp. 7
1.4 Acknowledgementsp. 8
2 An assessment vignettep. 9
2.1 The student's perspectivep. 9
2.2 Assessing answers to simple questionsp. 14
2.3 Further integralsp. 16
2.4 Discussionp. 18
3 Learning and assessing mathematicsp. 19
3.1 The nature of mathematicsp. 19
3.2 Terms used in assessmentp. 21
3.3 Purposes of assessmentp. 22
3.4 Learningp. 23
3.5 Principles and tensions of assessment designp. 25
3.6 Learning cycles and feedbackp. 33
3.7 Conclusionp. 35
4 Mathematical question spacesp. 37
4.1 Why randomly generate questions?p. 38
4.2 Randomly generating an individual questionp. 39
4.3 Linking mathematical questionsp. 42
4.4 Building up conceptionsp. 44
4.5 Types of mathematics questionp. 46
4.6 Embedding CAA into general teachingp. 49
4.7 Conclusionp. 51
5 Notation and syntaxp. 53
5.1 An episode in the history of mathematical notationp. 54
5.2 The importance of notational conventionsp. 56
5.3 Ambiguities and inconsistencies in notationp. 60
5.4 Notation and machines: syntaxp. 61
5.5 Other issuesp. 65
5.6 The use of the AiM system by studentsp. 66
5.7 Proof and argumentsp. 67
5.8 Equation editorsp. 68
5.9 Dynamic interactionsp. 70
5.10 Conclusionp. 71
6 Computer algebra systems for CAAp. 73
6.1 The prototype test: equivalencep. 75
6.2 A comparison of mainstream CASp. 76
6.3 The representation of expressions by CASp. 78
6.4 Existence of mathematical objectsp. 82
6.5 'Simplify' is an ambiguous instructionp. 86
6.6 Equality, equivalence, and samenessp. 88
6.7 Forms of elementary mathematical expressionp. 91
6.8 Equations, inequalities, and systems of equationsp. 94
6.9 Other mathematical properties we might seek to establishp. 96
6.10 Buggy rulesp. 97
6.11 Generating outcomes useful for CAAp. 99
6.12 Side conditions and logicp. 100
6.13 Conclusionp. 101
7 The STACK CAA systemp. 102
7.1 Background: the AiM CAA systemp. 102
7.2 Design goals for STACKp. 103
7.3 STACK questionsp. 106
7.4 The design of STACK'S multi-part tasksp. 107
7.5 Interaction elementsp. 111
7.6 Assessmentp. 112
7.7 Quality control and exchange of questionsp. 113
7.8 Extensions and development of the STACK system by Aaltop. 114
7.9 Usage by Aaltop. 117
7.10 Student focus groupp. 121
7.11 Conclusionp. 125
8 Software case studiesp. 127
8.1 Some early historyp. 127
8.2 CALMp. 129
8.3 Pass-ITp. 132
8.4 OpenMarkp. 138
8.5 DIAGNOSYSp. 140
8.6 Cognitive tutorsp. 146
8.7 Khan Academyp. 147
8.8 Mathwisep. 148
8.9 WeBWorKp. 150
8.10 MathXpertp. 154
8.11 Algebra tutors: Aplusix and T-algebrap. 157
8.12 Conclusionp. 160
9 The futurep. 162
9.1 Encoding a complete mathematical argumentp. 162
9.2 Assessment of proofp. 166
9.3 Semi-automatic markingp. 169
9.4 Standards and interoperabilityp. 170
9.5 Conclusionp. 172
Bibliographyp. 173
Indexp. 183
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