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WP2: MODERNIZATION OF
MATH COURSES FOR CS
SPECIALTIES IN RUSSIAN
UNIVERSITIES
PROJECT STRUCTURE	
 WP1. Math Curricula Comparative Case Study	
 WP2. Math Curricula Modernization	
 WP3. Tools and capacity	building	
 WP4. Math Curricula Pilot Implementation and Evaluation	
 WP5. Dissemination and Sustainability	
 WP6. Quality control, Management and Coordination
Mathematics is a fundamental discipline for STEM curricula.	
Numerous studies have shown that the level of mathematical knowledge is a major
factor determining the success of engineering education.
Main challenge	
REASONS FOR
MODERNIZATION	
Mathematical disciplines are the most typical reason for STEM students to drop their
study out.
REASONS OF HIGH DROP-
OUT RATE	
1.  Students often underestimate the amount of mathematical knowledge required
for engineering specialties
2.  Lack of understanding of the reasons why anyone should know math
3.  Difficult abstract material
4.  Lack of profound practical examples and connection with real-life problems
5.  Problems with math in school education	
6.  Reduction of teaching hours (credits) for math subjects in curricula of some
Russian universities
7.  New information technologies are not used to the full extent in	education process
8.  Emerging of Massive On-line Open Courses	
9.  …
ACQUAINTANCE WITH THE
EUROPEAN EXPERIENCE	
1.  Study Visit to Finland
(26.06.2014 – 27.06.2014)	
Tampere University of Technology, Tampere, Finland
2.  Study Visit to Germany
(11.09.2014 – 12.09.2014)	
Universität des Saarlandes & Deutsches Forschungszentrum für Künstliche
Intelligenz, Saarbrücken, Germany
3.  Study Visit to France
(13.10.2014 – 14.10.2014)
Université Claude Bernard Lyon 1, Lyon, France
COMPARATIVE ANALYSIS	
4.  Workshop on Russian National Best Practices
(10.11.2014 – 11.11.2014)	
Nizhny Novgorod State University, Nizhny Novgorod, Russia
5.  Case Studies Evaluation Workshop
(08.12.2014 – 10.12.2014)	
Kazan National Research Technical University, Kazan, Russia
WAYS AND METHODS OF
MODERNIZATION	
6.  Curricular Evaluation Workshop #1
(21.01.2015 – 23.01.2015)
Tampere University of Technology, Tampere, Finland
7.  Curricular Evaluation Workshop #2
(11.03.2015 – 13.03.2015)	
Université Claude Bernard Lyon 1, Lyon, France
CURRICULAR EVALUATION
WORKSHOP #3	 National seminar on the curricula evaluation and plans for modernization was held
in Tver. Results of the comparative analysis carried out during the study visits and
main directions of modernization were formulated.
MAIN DIRECTIONS OF
MODERNIZATION	
1.  There are two ways of teaching math: theory-oriented and practice-
oriented. We should find a golden mean	but make emphasis	on
practice.
2.  Give more real-life practical examples in math subjects from the very
beginning to justify necessity of math.
3.  Use bridging courses to simplify students’ transition from school to
university.
4.  Use ICT tools and technologies more actively to enhance education
process.
MAIN DIRECTIONS OF
MODERNIZATION	
European universities tend to make emphasis on practice: mathematical
theorems as a tool to solve problems, no need to understand “internal
structure” of these (i.e. proofs).
Russian universities mostly uses theoretical approach: when time comes
student will understand the practical use of derivatives and other things,
university should concentrate on rigorous proofs.
1. Two “ways” of teaching math
MAIN DIRECTIONS OF
MODERNIZATION	
One example of many: integrals.
“Ordinary” lecture has: definition, explanation where it comes from, maybe a picture,
some properties, some theorems, several examples and a lot of exercises of type
∫↑▒​√⁠ 𝑥 +1/𝑥 𝑑𝑥 , ∫↑▒​(​ 𝑥↑3 +1)↑2 ​ 𝑥↑2 𝑑𝑥 , ∫↑▒𝑐ℎ(2 𝑥+3) 𝑑𝑥 , ∫↑▒​ 𝑑 𝑥/(1+ 𝑥)√⁠ 𝑥    …
“Ordinary” student’s impression: integrals are nightmare you need to know to pass
exam on Calculus, it’s definitely useless for my future work…
2. More real-life practical examples in math subjects from the very
beginning to justify math necessity.
MAIN DIRECTIONS OF
MODERNIZATION	
Probable solutions:
•  Motivation lecture at the very beginning that explains connection of the discipline
with the real world
•  Project work where student/group of students has to solve some real-life
example problem when mathematical tools are key part of the solution
•  Immersed-in-a-story exercises scattered here and there in the course
•  …
2. More real-life practical examples in math subjects from the very
beginning to justify math necessity.
MAIN DIRECTIONS OF
MODERNIZATION	
Todays students tend to have difficulties even with basic math: simple
functions, progressions, graphs, equations and inequalities, …
In that case it is useless to teach them something more sophisticated.
3. Bridging courses to simplify students’ transition from school to
university.
MAIN DIRECTIONS OF
MODERNIZATION	
Math-Bridge – one of the
platforms used for courses
modernization in the
project.
4. Use ICT tools and
technologies more actively
to enhance education
process.
CHOSEN DISCIPLINES	
Partner University	 Discipline	
Kazan National Research Technical University
named after A.N.Tupolev 	
Optimization Methods	
Theory of Probability
and Mathematical Statistics	
Ogarev Mordovia State University	 Algebra & Geometry	
Discrete Mathematics	
Saint-Petersburg Electrotechnical University	 Mathematical Logic and Theory of Algorithms	
Calculus-3	
Tver State University	 Theory of Probability	
Theory of Uncertainty And Fuzzy Logic	
Lobachevsky State University of Nizhni Novgorod	 Calculus	
Mathematical Modeling
EXPERIMENT STRUCTURE	
Spring semester 2016	
(group	2)	
	
Fuzzy
logic	
Elements of
fuzzy logic	
(e-course)	
Fall	semester	2015	
Bridging course	
Spring	semester	2015	
(group	1)	
Fuzzy Logic	
Pre-questionnaire	
Pre-test	
not modernized course	 modernized course	
Post-questionnaire	
Post-test	
Pre-questionnaire	
Pre-test	
Post-questionnaire	
Post-test
QUESTIONNAIRES	
help evaluate motivation
TESTS	
0
20
40
60
80
100
Linear functions Plots Regions min & max L-R type α-level sets Possibilistic
optimization #1
Possibilistic
optimization #1
The results of the pre and post tests 2014-2015	
Pre-test Post-test
-50
0
50
100
Knowledge gain 2014-2015	
Pre-test Knowledge Gain
help evaluate knowledge gain
KNITU	
1.  Using Math-Bridge to increase lecture material: additional topics,
practical examples and exercises are moved to Math-Bridge.
2.  Using Math-Bridge for mid-term tests on additional topics.
LETI	
1.  Changes in lecture material concern all course parts and are connected
with modification of basic and additional course components and creation
of supporting electronic modules and video lectures
2.  Changes in training: use of electronic tutorials including the tasks based on
interaction with computer manipulators for basic course objects
3.  Development of course modules for independent studying
4.  Development of computer manipulators on JavaScript
5.  Development of exercises in MathBridge
6.  Transfer of some practical exercises into electronic interactive form
NNSU	
First step
1.  Include new section “Elementary Mathematics” at the beginning of module “Calculus” (functions
and their inverses; progressions, binomial expansions; logarithmic and exponential functions;
proof)
2.  Testing students at the end of the section study with the help of MATHBRIDGE
Second step
1.  Effective use of the independent work of students during a term accompanied by regular
mandatory testing (partly with the help of MATHBRIDGE)
Third step
1.  Independent study of some sections with mandatory testing at the end (further multiple integrals,
vector calculus, line and surface integrals)
2.  Increase the number of engineering examples in the course
OMSU	
General plan
1.  Changing	syllabus,	adding	engineering	and	other	prac7cal	examples	to	improve	student	
mo7va7on.	
2.  Using	mathema7cal	tools	(computer	programs).	
3.  Provide	computer	programming	tasks.	
4.  Using	Moodle	and	MathBridge.	
5.  Adding	student	projects	to	the	course,	mo7va7ng	students	to	use	open	data.	
6.  Finding	the	ways	to	make	assessment	measuring	SEFI	competencies.	Providing	quality	
assurance.
OMSU: MORE E-LEARNING	
 Placing the courses in MathBridge platform
 This must allow the students to “chase” the material they don’t understand during lection
hours. Besides that, the using of MathBridge allows to miss some questions in lections and to
put these lections on students’ independent work.	
 Fulfilling everyweek hometasks in MathBridge
 It gives the economy of time when checking the homework. Also it’ll be harmonized with
OMSU rating system that appreciates students’ learning activities.	
 Using of special software for testing of computer programs
 Students must write computer programs after studying each topic of the course. Now these
programs are checked manually. It is desired that the special software will be used to
automate the process.
OMSU: MORE APPLIED
CONTENT	
•  Examples of applications of studied math to problems of physics, economics and
IT-sphere	
•  Adding subtopic to main course in electronic form using MathBridge.	
•  After studying each topic the students of IT-profiles will write computer programs
(such as “Solve the LES by method of Gaussian elimination”, “Plot the curve”, etc).
This will more tightly connect mathematics and their future profession	–	
programming.
TSU	
1.  Introduction of mandatory bridging course divided to bridging
modules (functions and their inverses, function graphs, progressions,
systems of equations and inequalities)
2.  Mandatory testing after each module
3.  Use of E-learning platform for exercises and assessment for main
courses
4.  Adding real-life practical examples from the very start to motivate
students
QUESTIONS & ANSWERS

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WP2 Course Modernisation

  • 1. WP2: MODERNIZATION OF MATH COURSES FOR CS SPECIALTIES IN RUSSIAN UNIVERSITIES
  • 2. PROJECT STRUCTURE  WP1. Math Curricula Comparative Case Study  WP2. Math Curricula Modernization  WP3. Tools and capacity building  WP4. Math Curricula Pilot Implementation and Evaluation  WP5. Dissemination and Sustainability  WP6. Quality control, Management and Coordination
  • 3. Mathematics is a fundamental discipline for STEM curricula. Numerous studies have shown that the level of mathematical knowledge is a major factor determining the success of engineering education. Main challenge REASONS FOR MODERNIZATION Mathematical disciplines are the most typical reason for STEM students to drop their study out.
  • 4. REASONS OF HIGH DROP- OUT RATE 1.  Students often underestimate the amount of mathematical knowledge required for engineering specialties 2.  Lack of understanding of the reasons why anyone should know math 3.  Difficult abstract material 4.  Lack of profound practical examples and connection with real-life problems 5.  Problems with math in school education 6.  Reduction of teaching hours (credits) for math subjects in curricula of some Russian universities 7.  New information technologies are not used to the full extent in education process 8.  Emerging of Massive On-line Open Courses 9.  …
  • 5. ACQUAINTANCE WITH THE EUROPEAN EXPERIENCE 1.  Study Visit to Finland (26.06.2014 – 27.06.2014) Tampere University of Technology, Tampere, Finland 2.  Study Visit to Germany (11.09.2014 – 12.09.2014) Universität des Saarlandes & Deutsches Forschungszentrum für Künstliche Intelligenz, Saarbrücken, Germany 3.  Study Visit to France (13.10.2014 – 14.10.2014) Université Claude Bernard Lyon 1, Lyon, France
  • 6. COMPARATIVE ANALYSIS 4.  Workshop on Russian National Best Practices (10.11.2014 – 11.11.2014) Nizhny Novgorod State University, Nizhny Novgorod, Russia 5.  Case Studies Evaluation Workshop (08.12.2014 – 10.12.2014) Kazan National Research Technical University, Kazan, Russia
  • 7. WAYS AND METHODS OF MODERNIZATION 6.  Curricular Evaluation Workshop #1 (21.01.2015 – 23.01.2015) Tampere University of Technology, Tampere, Finland 7.  Curricular Evaluation Workshop #2 (11.03.2015 – 13.03.2015) Université Claude Bernard Lyon 1, Lyon, France
  • 8. CURRICULAR EVALUATION WORKSHOP #3  National seminar on the curricula evaluation and plans for modernization was held in Tver. Results of the comparative analysis carried out during the study visits and main directions of modernization were formulated.
  • 9. MAIN DIRECTIONS OF MODERNIZATION 1.  There are two ways of teaching math: theory-oriented and practice- oriented. We should find a golden mean but make emphasis on practice. 2.  Give more real-life practical examples in math subjects from the very beginning to justify necessity of math. 3.  Use bridging courses to simplify students’ transition from school to university. 4.  Use ICT tools and technologies more actively to enhance education process.
  • 10. MAIN DIRECTIONS OF MODERNIZATION European universities tend to make emphasis on practice: mathematical theorems as a tool to solve problems, no need to understand “internal structure” of these (i.e. proofs). Russian universities mostly uses theoretical approach: when time comes student will understand the practical use of derivatives and other things, university should concentrate on rigorous proofs. 1. Two “ways” of teaching math
  • 11. MAIN DIRECTIONS OF MODERNIZATION One example of many: integrals. “Ordinary” lecture has: definition, explanation where it comes from, maybe a picture, some properties, some theorems, several examples and a lot of exercises of type ∫↑▒​√⁠ 𝑥 +1/𝑥 𝑑𝑥 , ∫↑▒​(​ 𝑥↑3 +1)↑2 ​ 𝑥↑2 𝑑𝑥 , ∫↑▒𝑐ℎ(2 𝑥+3) 𝑑𝑥 , ∫↑▒​ 𝑑 𝑥/(1+ 𝑥)√⁠ 𝑥    … “Ordinary” student’s impression: integrals are nightmare you need to know to pass exam on Calculus, it’s definitely useless for my future work… 2. More real-life practical examples in math subjects from the very beginning to justify math necessity.
  • 12. MAIN DIRECTIONS OF MODERNIZATION Probable solutions: •  Motivation lecture at the very beginning that explains connection of the discipline with the real world •  Project work where student/group of students has to solve some real-life example problem when mathematical tools are key part of the solution •  Immersed-in-a-story exercises scattered here and there in the course •  … 2. More real-life practical examples in math subjects from the very beginning to justify math necessity.
  • 13. MAIN DIRECTIONS OF MODERNIZATION Todays students tend to have difficulties even with basic math: simple functions, progressions, graphs, equations and inequalities, … In that case it is useless to teach them something more sophisticated. 3. Bridging courses to simplify students’ transition from school to university.
  • 14. MAIN DIRECTIONS OF MODERNIZATION Math-Bridge – one of the platforms used for courses modernization in the project. 4. Use ICT tools and technologies more actively to enhance education process.
  • 15. CHOSEN DISCIPLINES Partner University Discipline Kazan National Research Technical University named after A.N.Tupolev Optimization Methods Theory of Probability and Mathematical Statistics Ogarev Mordovia State University Algebra & Geometry Discrete Mathematics Saint-Petersburg Electrotechnical University Mathematical Logic and Theory of Algorithms Calculus-3 Tver State University Theory of Probability Theory of Uncertainty And Fuzzy Logic Lobachevsky State University of Nizhni Novgorod Calculus Mathematical Modeling
  • 16. EXPERIMENT STRUCTURE Spring semester 2016 (group 2) Fuzzy logic Elements of fuzzy logic (e-course) Fall semester 2015 Bridging course Spring semester 2015 (group 1) Fuzzy Logic Pre-questionnaire Pre-test not modernized course modernized course Post-questionnaire Post-test Pre-questionnaire Pre-test Post-questionnaire Post-test
  • 18. TESTS 0 20 40 60 80 100 Linear functions Plots Regions min & max L-R type α-level sets Possibilistic optimization #1 Possibilistic optimization #1 The results of the pre and post tests 2014-2015 Pre-test Post-test -50 0 50 100 Knowledge gain 2014-2015 Pre-test Knowledge Gain help evaluate knowledge gain
  • 19. KNITU 1.  Using Math-Bridge to increase lecture material: additional topics, practical examples and exercises are moved to Math-Bridge. 2.  Using Math-Bridge for mid-term tests on additional topics.
  • 20. LETI 1.  Changes in lecture material concern all course parts and are connected with modification of basic and additional course components and creation of supporting electronic modules and video lectures 2.  Changes in training: use of electronic tutorials including the tasks based on interaction with computer manipulators for basic course objects 3.  Development of course modules for independent studying 4.  Development of computer manipulators on JavaScript 5.  Development of exercises in MathBridge 6.  Transfer of some practical exercises into electronic interactive form
  • 21. NNSU First step 1.  Include new section “Elementary Mathematics” at the beginning of module “Calculus” (functions and their inverses; progressions, binomial expansions; logarithmic and exponential functions; proof) 2.  Testing students at the end of the section study with the help of MATHBRIDGE Second step 1.  Effective use of the independent work of students during a term accompanied by regular mandatory testing (partly with the help of MATHBRIDGE) Third step 1.  Independent study of some sections with mandatory testing at the end (further multiple integrals, vector calculus, line and surface integrals) 2.  Increase the number of engineering examples in the course
  • 22. OMSU General plan 1.  Changing syllabus, adding engineering and other prac7cal examples to improve student mo7va7on. 2.  Using mathema7cal tools (computer programs). 3.  Provide computer programming tasks. 4.  Using Moodle and MathBridge. 5.  Adding student projects to the course, mo7va7ng students to use open data. 6.  Finding the ways to make assessment measuring SEFI competencies. Providing quality assurance.
  • 23. OMSU: MORE E-LEARNING  Placing the courses in MathBridge platform  This must allow the students to “chase” the material they don’t understand during lection hours. Besides that, the using of MathBridge allows to miss some questions in lections and to put these lections on students’ independent work.  Fulfilling everyweek hometasks in MathBridge  It gives the economy of time when checking the homework. Also it’ll be harmonized with OMSU rating system that appreciates students’ learning activities.  Using of special software for testing of computer programs  Students must write computer programs after studying each topic of the course. Now these programs are checked manually. It is desired that the special software will be used to automate the process.
  • 24. OMSU: MORE APPLIED CONTENT •  Examples of applications of studied math to problems of physics, economics and IT-sphere •  Adding subtopic to main course in electronic form using MathBridge. •  After studying each topic the students of IT-profiles will write computer programs (such as “Solve the LES by method of Gaussian elimination”, “Plot the curve”, etc). This will more tightly connect mathematics and their future profession – programming.
  • 25. TSU 1.  Introduction of mandatory bridging course divided to bridging modules (functions and their inverses, function graphs, progressions, systems of equations and inequalities) 2.  Mandatory testing after each module 3.  Use of E-learning platform for exercises and assessment for main courses 4.  Adding real-life practical examples from the very start to motivate students