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Úvod do pedagogickej psychológie. Bratislava: SPN. Ďurič, L. ..... Všeobecná didaktika. Bratislava: IRIS. ... vo vyučovaní matematických predmetov na PdF TU.
Mária Mišútová Martin Mišút

SELECTED ISSUES OF DIGITAL TECHNOLOGY USAGE IN MATHEMATICS EDUCATION OF ENGINEERS

Trnava

August

2014

ii

ABSTRACT The monograph submitted provides an overview of scientific knowledge as well as an overview of theoretical and experimental results related to the information technologies implementation into mathematical preparation of future engineers at the Slovak University of Technology, Faculty of Materials Science and Technology in Trnava (hereinafter referred to as STU MTF). The common objective of the several years´ lasting efforts was to make the main educational process more efficient via the information and communication technologies (hereinafter only ICT) application with focus on achieving the required level of students´ knowledge and skills described in the graduate profile by the simultaneous more efficient work of the teacher and the positive change of students´ attitude to mathematical subjects by means of creative thinking development so that it satisfies not only the teacher but the students as well providing thus the required results at the same time. The creative thinking development obviously results in the improved probability of students´ implementation in the job market as the adaptation capability of a graduate as well as the knowledge interpretation and its creative application are the highlighted prerequisites of the university graduate qualifications. In addition, it is more than probable that the importance of these features will still increase. The monograph is divided into three main parts. The first part provides an overview of the theoretical background, means, used methods and tools. The second part introduces the experimentally obtained results of the several years’ lasting research focused on the information and

iii communication technologies implementation aimed at improving the educational process quality and efficiency. Regarding the conditions and the environment, the experiments were executed within the mathematical education of the future technical intelligence. The third part is oriented on the generalization of the obtained knowledge. KEY WORDS information

and communication

technologies,

learning, creativity, emerging technologies

mathematics,

e-

iv SCIENTIFIC CONTRIBUTION The current society is under pressure of the fast development of technologies. Modern digital technologies have significantly increased our possibility to communicate, improved the importance and role of knowledge, have made the production more efficient as well as they have enhanced the offer of services provided. The transfer of information is very fast, huge almost in all continents and in the outer space as well. The technologies allow opening and keeping work, interest or study communities, they considerably influence the attitude of people to knowledge, i.e. to the institutions with the mission to build, preserve and provide new knowledge – to universities. Tertiary institutions experience significant changes caused by information technologies. Not only the administrative as well as the managerial processes almost completely depend on the technological tools utilization requiring high investments for their implementation but also both main university processes experience the changes, i.e. the field of research and education. It is the result of the fact that the information or better to say knowledge have become the factor that decides about their success in the environment with the continuously growing competition. It was not so long ago that the rate of utilizing the digital technologies either in the form of electronic information sources, experimental simulation tools, analytical or statistical tools was beyond our imagination. Obviously, the new technologies not only influence the origin of new knowledge, they also bring considerable changes into education eliminating thus the physical limitations represented mainly by time and space of its application while enhancing its possibilities at the same time. The application of digital

v technologies has the power to bring higher quality to the educational process; nevertheless, it has some drawbacks as well. On one hand, this is the reason for the thorough research in optimal conditions of utilizing the technologies in the education, analysing their structure, form and technical implementation, and on the other hand, also the reason for learning about the mutual relations and regularities of the various factors of digital technologies implementation and effects on the educational process result and quality. Regarding the aforementioned, the monograph submitted aims at presenting the state of knowledge we have in the field of ICT implementation in the university environment within the mathematical preparation of engineers. The knowledge has been systemized on the basis of several years´ lasting research resulted not only into well documented and verified practical recommendations for the efficient use in the tertiary education but it also resulted into the thorough elaboration of

the

theoretical principles, methods and tools allowing for the replication of our positive experience on one side, and building the basis for the minimization of possible difficulties related to the various aspects of digital technologies utilization on the other side. Mapping the technological support of teaching mathematics includes the various areas such as the research of existing best experience, theoretical and applied models of computer-aided teaching of mathematics, investigation of the emerging technologies and mathematical software as well as the analysis of the changes in the mathematical education caused by the technologies utilization and on-line education. The models presented here were not only proposed on the basis of the state of knowledge in the

vi time given but they were all experimentally verified and adapted with the aim to optimize the characteristics investigated. From the practical point of view, the authors focused on two aims in the monograph: 

provide an insight into and comprehension of the current and future trends related to the support of the digital technologies within the mathematical preparation of engineers;



provide an insight into and comprehension of practical, technical and methodological issues related to e-education in mathematics; The ambition of the submitted monograph is to provide the current

state of knowledge in the field of ICT utilization within the mathematical preparation of engineers as well as provide the overview of selected trends, tools, methods and possibilities offered by digital technologies for the mathematical preparation improvement. The authors assume that the university teachers will find useful information and inspiration to improve their own teaching via the appropriately chosen technology and on-line sources.

vii

Introduction.................................................................... 5 1.

Theoretical Background of ICT Utilization ............... 7

1.1.

Determination Of Terminology ................................ 7

1.2.

Object Of Research ................................................ 14

1.2.1.

Short Overview Of Approaches To Ict Utilization In Education 14

1.2.2.

Ict In Teaching Mathematics .............................................. 22

1.2.3.

Issues Of Mathematical Education At Universities And In Preparation Of Engineers ................................................... 29

1.2.4.

Issue Of Gender Diversity ................................................... 34

1.2.5.

Technology-Based Knowledge Assessment......................... 34

1.2.6.

Efficiency Of Education With Ict ......................................... 38

1.3.

Overview Of Current Training Methods And Forms Focused On Creativity ............................................. 41

1.3.1.

Creative Training ................................................................ 42

1.3.2.

Problem Situation And Creative Tasks ................................ 45

1.3.3.

Methods Of Creative Thinking Development ...................... 48

2. 2.1.1.

Experimental – Results Of Research Projects ......... 52 Personable Profile Of Ict Users Focused On Creativity In International Context ......................................................... 52

viii 2.1.2.

Personable Characteristics And Creativity ...........................62

2.2.

Innovation In Mathematical Subjects Of TechnologyBased Preparation Of Engineers .............................. 66

2.2.1.

Innovation Of The Concept Of Mathematical Subjects Training (Curriculum Analysis) .............................................66

2.2.2.

Technology-Based Methods Of Learning And Abilities Developing ..........................................................................73

2.2.3.

Methods Of Knowledge And Skills Assessment....................82

2.2.4.

Analysis Of Materials Determined For Knowledge Assessment 90

2.2.5.

Survey Of Students´ Interest And Possibilities To Utilize The Internet In Study .................................................................98

2.2.6.

Utilization Of Creativity Principles In Ict Implementation .. 101

2.3.

Increase of the Quality and Flexibility in the Training In Mathematics Via Information Technologies ....... 113

2.3.1.

Preparation Of Interactive Study Materials ....................... 119

2.3.2.

Increase Of Quality And Flexibility In Subjects Of Geometry 124

2.3.3.

Increase Of Quality And Flexibility In Mathematical Subjects 133

2.3.4.

Knowledge Assessment Supported By Ict .......................... 141

2.3.5.

Students´ Success In Technology-Based Tests According To The Graduated Secondary School Type ............................. 149

ix

3.

Acquired Knowledge in ICT Application in Mathematical Subjects ....................................... 155

4. 5.

Conclusion .......................................................... 161 References

163

INTRODUCTION Modern

information

and

communication

technologies

bring

considerable changes into education. The educational system has to educate the people to be prepared for life, work and learning in the current society where the ability to manage the technologies has continuously growing significance. Currently, it is necessary to prepare the students as the information users who can manage the search of necessary information as well as its processing and creative utilization. The teacher is obliged to build these students´ abilities helping them to study successfully and implement in the job market. Therefore, the result of the educational process should not be represented only by the students´ knowledge as it can get old but mainly by the abilities in the form of the students´ competence. The pedagogical and psychological research shows that if the students have to obtain more than the vague knowledge, they need to be involved in the education. They do not have to be only the passive recipients of new pieces of information. The creative individual with a high flexibility in thinking can proceed to better and original results in the tasks solution even with the smaller amount of information than the individual who is very well informed and whose thinking cannot flexibly operate with the material available. The teacher is an important factor as s/he is no longer the source of information and becomes the assistant in the student´s learning. This new and more demanding role requires deeper understanding of the subject matter, the will to teach experimentally, and not perform as an authority. The competition in the international job market requires that the education is more efficient. The education efficiency is influenced by the

organization of the educational process having two mutually eliminating objectives: keep the costs for the education as low as possible whereas the society requirements have to be met at their possible maximum as well. As a result, it is necessary innovate the educational process in terms of its content, methods and forms. In the education of engineers Mathematics plays a key role especially in the first years of study. The course is frequently the reason of the students’ study prolongation or study cessation. The results of the investigation in the field of technologies utilization in teaching Mathematics can initiate the changes increasing the chances of the university students to accomplish the study successfully. The information about the potential influence of the technology-based training ensures also the better utilization of the lower amount of sources the Slovak universities have at their disposal. What is more, relevant information can lead to further investigation which students´ characteristics contribute to the best results achievement in various types of education at their most.

Agariya, A. K., & Singh, D. (2012). e-Learning quality: Scale development and validation in Indian context. Knowledge Management & E-Learning: An International Journal, 4(4), 500-517. Aktas, C. B., & Omurtag, Y. (2013). Online Teaching of Engineering Statistics: A Comparative Case Study. International Journal of Engineering Education, 29(2), 504-509. Albano, G., & Ferrari, P. L. (2008). Integrating Technology and Research in Mathematics Education: The Case of E-Learning. In F. J. García-Peñalvo (Ed.), Advances in E-Learning: Experiences and Methodologies (pp. 132149). Hershey PA: Information Science Reference (an imprint of IGI Global). Ali, Z. M., Mustafa, Z., Ying, Y. S., Suradi, N. R. M., Abidin, N. Z., Shahabuddin, F. A., . . . Ahmad, S. (2011). ELearning Service in the School of Mathematical Sciences. Procedia - Social and Behavioral Sciences, 18, 316-325. doi: 10.1016/j.sbspro.2011.05.045 Andrade-Aréchiga, M., López, G., & López-Morteo, G. (2012). Assessing effectiveness of learning units under the teaching unit model in an undergraduate mathematics course. Computers & Education, 59(2), 594-606. doi: 10.1016/j.compedu.2012.03.010 Andrejsek, K., & Beneš, J. (1984). Metody řešení technických problému. Praha: SNTL. Andresen, B. B. (2008). Scenario planning and learning technologies: the foundation of lifelong learning. In M. Kendall & B. Samways (Eds.), Learning to Live in the Knowledge Society (Vol. 281, pp. 29-36). Boston, MA: IFIP International Federation for Information Processing.

Andrews, R., & Haythornthwaite, C. (2007). The Sage Handbook of e-Learning Research. London: Sage. Apiola, M., Lattu, M., & Pasanen, T. A. (2012). CreativitySupporting Learning Environment---CSLE. ACM Transactions on Computing Education, 12(3), 1-25. doi: 10.1145/2275597.2275600 Asshaari, I., Tawil, N. M., Othman, H., Ismail, N. A., Nopiah, Z. M., & Zaharim, A. (2012). The Importance of Mathematical Pre-University in First Year Engineering Students. Procedia - Social and Behavioral Sciences, 60, 372-377. doi: 10.1016/j.sbspro.2012.09.393 Back, R. J. (2010). Structured derivations: a unified proof style for teaching mathematics. Formal Aspects of Computing, 22(5), 629-661. Bahr, P. R. (2008). Does mathematics remediation work?: A comparative analysis of academic attainment among community college students. Research in Higher Education, 49(5 ), 420-450. Bargagliotti, A., Botelho, F., Gleason, J., Haddock, J., & Windsor, A. (2012). The Effectiveness of Blended Instruction in Core Postsecondary Mathematics Courses. The International Journal for Technology in Mathematics Education, 19(3), 83-94. Bikner-Ahsbahs, A., & Prediger, S. (2010). Networking of theories - an approach for exploiting the diversity of theoretical approaches. In B. Sriraman & L. English (Eds.), Theories of mathematics education: Seeking new frontiers (pp. 483-506). New York: NY: Springer. Binder, R. (1981). Úvod do pedagogiky tvorivosti v technických odborných predmetoch. Bratislava: SPN. Bingolbali, E., & Ozmantar, M. F. (2009). Factors shaping mathematics lecturers’ service teaching in different

departments. International Journal of Mathematical Education in Science and Technology, 40(5), 597-617. Blanco, M., & Ginovart, M. (2012). On How Moodle Quizzes Can Contribute to the Formative e-Assessment of FirstYear Engineering Students in Mathematics Courses. RUSC, 9(1), 354-370. Bokhove, C., & Drijvers, P. (2012). Effects of a digital intervention on the development of algebraic expertise. Computers & Education, 58(1), 197-208. Braatz, R. D. (2013). Teaching Mathematics to Control Engineers. Ieee Control Systems Magazine, 33(3), 6667. Bringslid, O. (2002). Mathematical e-learning using interactive mathematics on the Web. European Journal of Engineering Education, 27(3), 249-255. Brittenham, R., Cook, R., Hall, J. B., Moore-Whitesell, P., Ruhl-Smith, C., Shafii-Mousavi, M., & White, K. (2003). Connections: An integrated community of learners. Journal of Developmental Education, 27(1), 18-25. Bruner, J. S. (1966). Toward a theory of instruction. Cambridge, MA: Harward University Press. Cattell, R. B., Cattell, A. K. S., & Cattell, H. E. P. (1995). 16 PF - Fifth Edition USA: Institute for Personality and Ability Testing, Inc. Clarke, J., & Dede, C. (2010). Assessment, technology, and change. Journal of Research in Teacher Education, 42, 309-328. Cox, M. J. (2013). Formal to informal learning with IT: research challenges and issues for e-learning. Journal of Computer Assisted Learning, 29(1), 85-105. doi: 10.1111/j.1365-2729.2012.00483.x

Cox, M. J., Niederhauser, D. S., Castillo, N., McDougall, A. B., Sakamoto, T., & Roesvik, S. (2013). Researching IT in education. Journal of Computer Assisted Learning, 29(5), 474-486. doi: 10.1111/jcal.12035 Černý, J. (2002). Internet Based Teaching of Geometry. Paper presented at the Sborník XX. Mezinárodního kolokvia o řízení osvojovacího procesu, Vyškov. Daly, C., Pachler, N., Mor, Y., & Mellar, H. (2010). Exploring formative e-assessment: using case stories and design patterns. Assessment & Evaluation in Higher Education, 35(5), 619-636. Daugherty, J. L., Reese, G. C., & Merril, C. (2010). Trajectories of Mathematics and Technology Education Pointing To Engineering Design. The Jourmal of Technology Studies, 36(1), 46-52. de Freitas, S., & Oliver, M. (2006). How can exploratory learning with games and simulations within the curriculum be most effectively evaluated? Computers and Education, 46(3), 249-264. Devolder, A., van Braak, J., & Tondeur, J. (2012). Supporting self-regulated learning in computer-based learning environments: systematic review of effects of scaffolding in the domain of science education. Journal of Computer Assisted Learning, 28(6), 557-573. doi: 10.1111/j.1365-2729.2011.00476.x Diefes-Dux, H. A., Zawojewski, J. S., Hjalmarson, M. A., & Cardella, M. E. (2012). A Framework for Analyzing Feedback in a Formative Assessment System for Mathematical Modeling Problems. Journal of Engineering Education, 101(2), 375-406.

Doerr, H. M., & Zangor, R. (2000). Creating meaning for and with the graphing calculator. Educational Studies in Mathematics, 41(2), 143-163. Doorman, M., Drijvers, P., Gravemeijer, K., Boon, P., & Reed, H. (2012). Tool use and the development of the function concept: from repeated calculations to functional thinking. International Journal of Science and Mathematics Education, 10(6), 1243-1267. Driensky, D. (1982). Modernizácia učebných metód inžinierskeho štúdia. In A. Blažej, D. Driensky & I. Perlaki (Eds.). Bratislava: Alfa. Drijvers, P. (2012). Teachers transforming resources into orchestrations. In G. Gueudet, B. Pepin & L. Trouche (Eds.), From text to “lived” resources: mathematics curriculum materials and teacher development (pp. 265-281). New York, NY/Berlin, Germany: Springer. Drijvers, P. (2013). Digital technology in mathematics education: Why it works (or doesn't). PNA, 8(1), 1-20. Drijvers, P., Boon, P., & Reeuwijk, V. (2010). Algebra and technology. In P. Drijvers (Ed.), Secondary algebra education. Revisiting topics and themes and exploring the unknown (pp. 179-202). Rotterdam, The Netherlands: Sense. Dron, J. (2007). Control and Constraint in E-Learning: Choosing When to Choose. Hershey, PA: Idea Group Publishing. Ďurič, L. (1981). Úvod do pedagogickej psychológie. Bratislava: SPN. Ďurič, L., & Kačáni, V. (1992). Učiteľská psychológia. Bratislava: SPN. Dvořák, K. (1975). Pedagogika vysokých škol technických. Praha: ČVUT.

Dvořáková, H., & Hnojil, J. (2002). eLearning a konstruktivní geometrie. Paper presented at the Konference VŠTEZ: Matematika v inženýrském vzdělávaní, Hejnice. Engelbrecht, J., Bergsten, C., & Kagesten, O. (2012). Conceptual and Procedural Approaches to Mathematics in the Engineering Curriculum: Student Conceptions and Performance. Journal of Engineering Education, 101(1), 138-162. Erstad, O. (2008). Changing assessment practices and the role of ICT. In J. Knezek & J. Voogt (Eds.), International handbook of information technology in education (pp. 163-180). NewYork, NY: Springer. Ferrão, M. (2010). E-assessment within the Bologna paradigm: evidence from Portugal. Assessment & Evaluation in Higher Education, 35(7), 819-830. Firestien, R. L. (1989). Why Didn´t I Think of That? United Educational Services. NY: Buffalo. Firouzian, S., Ismail, Z., Rahman, R. A., & Yusof, Y. M. (2012). Mathematical Learning of Engineering Undergraduates. Procedia - Social and Behavioral Sciences, 56, 537-545. doi: 10.1016/j.sbspro.2012.09.686 Forkosh-Baruch, A., Gibson, D., Schulz-Zander, R., & Webb, M. (2009). ICT in teaching and learning. The Hague, NL: EDUsummIT 2009. Friesen, N. (2009). Re-thinking E-Learning Research: Foundations, Methods and Practices. New York: Peter Lang. Friesen, N., & Hug, T. (2011). Investigating Web 2.0 in Education: A Discursive Paradigm for Research. In H. Risku & M. F. Peschl (Eds.), Kognition und Technologie im kooperativen Lernen: Vom

Wissenstransfer zur Knowledge Creation (pp. 135 ‐ 150). Vienna: Vienna UP. Frk, B. (2010). E-learning a online vzdelávanie dospelých. PEDAGOGIKA, 1(2), 107-122. Frk, B. (2012). Kritika e-learningu a budúcnosť vzdelávacích technológií. Gabaľová, V., Horváth, R., & Mišút, M. (2004 ). Skúsenosti s on-line výučbou predmetu IKT. Paper presented at the Kultúra - priestor interdisciplinárneho myslenia, Nitra Gazdíková, V., & Mišút, M. (2007 2-5 December 2007). Preparing of Teachers for Using of ICT in Teaching. Paper presented at the Information and Communication Technology in Natural Science Education Šiauliai, Lithuania. Gazdíková, V., Školková, K., & Mišút, M. (2004, 31st August2nd September 2004). Integration of Information and Communication Technology into Education. Paper presented at the Information and communication technology in education, Rožnov pod Radhoštěm, Czech Republic. Gibson, D., Aldrich, C., & Prensky, M. (2007). Games and simulations in online learning: Research and development frameworks. Hershey, PA: Information Science Publishing. Glover, J. A., & Bruning, R. H. (1987). Educational Psychology:Principles and Applications. Boston: Little Brown. Graham, C. R. (2011). Theoretical considerations for understanding technological pedagogical content knowledge (TPACK). Computers & Education, 57(3), 1953-1960.

Gredélyová, J. (2007). Tvorba testov v Macromedia Flash. [diplomová práca]. Trnava: FPV UCM. Guilford, J. P. (1962). Creativity: Its measurement and development. New York: Willey. Güner, N. (2013). Senior engineering students' views on mathematics courses in engineering. College Student Journal, 47(3), 507-515. Haapasalo, L. (2013). Adapting Assessment to Instrumental Genesis. International Journal for Technology in Mathematics Education, 20(3), 87-93. Hamlet, D. (2012). Science, Mathematics, Computer Science, Software Engineering (dagger). Computer Journal, 55(1), 99-110. Harlen, W., & Deakin Crick, R. (2003). A systematic review of the impact on students and teachers of the use of ICT for assessment of creative and critical thinking skills,. Retrieved 26.7., 2013, from http://eppi.ioe.ac.uk/cms/Default.aspx?tabid=109 Harrison, M., Pidcock, D., & Ward, J. (2008). Using Technology to Help Engineers Learn Mathematics. The Electronic Journal of Mathematics and Technology, 3(2), 165-175. Hassan, H., Hassan, F., Omar, N. D., Zakaria, Z., & Nor, W. A. W. M. (2012). Evaluating Mathematics e-Learning Materials: Do Evaluators Agree with Distance Learners? Procedia - Social and Behavioral Sciences, 67, 189-195. doi: 10.1016/j.sbspro.2012.11.320 Held, Ľ., Lipthay, T., & Prokša, M. (1992). Vyučovanie chémie a tvorivosť. Bratislava: SPN. Hewson, C. (2012). Can online course-based assessment methods be fair and equitable? Relationships between students' preferences and performance within online

and offline assessments. Journal of Computer Assisted Learning, 28(5), 488-498. doi: 10.1111/j.13652729.2011.00473.x Hieb, J. L., & Ralston, P. A. S. (2010). Tablet PCs in engineering mathematics courses at the J.B. Speed School of Engineering. International Journal of Mathematical Education in Science and Technology, 41(4), 487-500. doi: 10.1080/00207390903477467 Higbee, J. L., & Thomas, P. V. (1999). Affective and cognitive factors related to mathematics achievement. Journal of Developmental Education, 23(1), 8-24. Hirose, S. (2001). Creative Education at Tokyo Institute of Technology. Int. J. Engng Ed., 17(6), 512-517. Hlavsa, J. (1985). Psychologické základy teorie tvorby. Praha: Academia. Horváth, R., Mišút, M., & Pokorný, M. (2003). Virtual University in Trnava. Paper presented at the ICETA 2003 - 2nd International Conference on Emerging Telecommunications Technologies and Applications and the 4th Conference on Virtual University, Košice. Hyde, J. S., Lindberg, S. M., Linn, M. C., Ellis, A. B., & Williams, C. C. (2008). Gender similarities characterize math performance. Science, 321(5888), 494-495. Chai, C., Koh, J., & Tsai, C. (2013). A Review of Technological Pedagogical Content Knowledge. Educational Technology & Society, 16(2), 31-51. Chao, K. J., Hung, I. C., & Chen, N. S. (2012). On the design of online synchronous assessments in a synchronous cyber classroom. Journal of Computer Assisted Learning, 28(4), 379-395. doi: 10.1111/j.13652729.2011.00463.x

Cheung, R., & Vogel, D. (2013). Predicting user acceptance of collaborative technologies: An extension of the technology acceptance model for e-learning. Computers & Education, 63, 160-175. doi: 10.1016/j.compedu.2012.12.003 Janeček, V. (1999). Využívanie multimediálnych prostriedkov pri výučbe všeobecnovzdelávacích a odborných predmetov. Paper presented at the Zborník z medzinárodnej konferencie MEDACTA 99, Nitra. Johnston-Wilder, S., & Johnston-Wilder, P. (2004). ICT in teaching and learning mathematics: Where have we come from and where are we going? Micromath, 20(1), 9-11. Kashefi, H., Ismail, Z., Yusof, Y. M., & Rahman, R. A. (2012). Supporting Students Mathematical Thinking in the Learning of Two-Variable Functions Through Blended Learning. Procedia - Social and Behavioral Sciences, 46, 3689-3695. doi: 10.1016/j.sbspro.2012.06.128 Ketabchi, E., Mortazavi, M., & Moeini, A. (2008). Evaluation of user satisfaction in Center of eLearning-University of Tehran. Paper presented at the International Conference on Computer Science and Software Engineering, CSSE 2008. Kim, S. H. (1990). Essence of creativity. Oxford: Inc. Oxford University Press. Koehler, M. J., & Mishra, P. (2005). What happens when teachers design educational technology? The development of technological pedagogical content knowledge. Journal of Educational Computing Research, 32, 131–152. Kollárik, K. (1984). Typ úlohy a jej hodnotene v motivácii učebnej činnosti žiakov. Jednotná škola, 5.

Kováčová, M. (2002). MATHEMATICA, symbolická integrácia. Paper presented at the Modernizace výuky v technicky orientovaných oborech a předmětech. Sborník, Olomouc. Kuo, F.-R., Chen, N.-S., & Hwang, G.-J. (2014). A creative thinking approach to enhancing the web-based problem solving performance of university students. Computers & Education, 72, 220-230. doi: 10.1016/j.compedu.2013.11.005 Kurvits, J., & Kurvits, M. (2013). High School Students' Acquisition of Knowledge and Skills through WebBased Collaboration. International Journal for Technology in Mathematics Education, 20(3), 95-102. Lazakidou, G., & Retalis, S. (2010). Using computer supported collaborative learning strategies for helping students acquire self-regulated problem-solving skills in mathematics. Computers & Education, 54(1), 3-13. doi: 10.1016/j.compedu.2009.02.020 Lazaros, E. J. (2013 ). Promoting the study of mathematics by using Internet resources in the technology and engineering classroom. children’s technology and engineering(March), 10-12. Lee, K. (2005). E-Learning : The Quest of Effectiveness. Malaysian Online Journal of Instructional Technology, 2(2), 61-71. Leppävirta, J. (2011). The Impact of Mathematics Anxiety on the Performance of Students of Electromagnetics. Journal of Engineering Education, 100(3), 424-443. Lerner, I. (1986). Didaktické základy metod výuky. Praha: SPN. Letchumanan, M., & Tarmizi, R. A. (2010). Utilization of ebook among University Mathematics Students.

Procedia - Social and Behavioral Sciences, 8, 580-587. doi: 10.1016/j.sbspro.2010.12.080 Lim, L. L., Thiel, D. V., & Searles, D. J. (2012). Fine tuning the teaching methods used for second year university mathematics. International Journal of Mathematical Education in Science and Technology, 43(1), 1-9. doi: 10.1080/0020739x.2011.582171 Lipthay, T., & Held, Ľ. (1985). Niektoré charakteristiky divergentného myslenia žiakov stredných škôl s chemickým zameraním. Jednotná škola, 3. Loveless, A. (2002). A Literature review in creativity, new technologies and learning: a report for Futurelab. Bristol: Futurelab. Luhan, J., Novotna, V., & Kriz, J. (2013). ICT Support for Creative Teaching of Mathematic Disciplines. Interdisciplinary Studies Journal, 2(3), 89-100. Mandák, M. (2006). Tvorba vzdelávacieho portálu [diplomová práca]. Trnava: STU v Bratislave, MTF so sídlom v Trnave. McCabe, R. (2000). No one to waste: A report to public decision-makers and community college leaders. Washington, DC: Community College Press. Merrill, C., & Comerford, M. (2004). Technology and mathematics standards: An integrated approach. The Technology Teacher, 64(2), 8-12. Mishra, P., & Koehler, M. J. (2006). Technological pedagogical content knowledge: a framework for teacher knowledge. Teachers College Record, 108, 1017-1054. Misutova, M. (2009). New Education Technology In Mathematics. Paper presented at the Trends in Education 2009: Information Technologies and

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Mišút,

Mišút,

Technical Education, Olomouc. ://WOS:000291093000117 M. (2003). E- Learning as a Strategy of Change. Paper presented at the ICETA 2003 - 2nd International Conference on Emerging Telecommunications Technologies and Applications and the 4th Conference on Virtual University, Košice. M. (2009 ). Using of Interactions for Innovation of Information Science Teaching. Paper presented at the XXII. DIDMATTECH, Trnava. M. (2013). IKT vo vzdelávaní. Trnava Trnavská univerzita v Trnave - Pedagogická fakulta. M., & Mišútová, M. (2002a). Evaluation of ICT Implementation into Primary School Teachers Education. Paper presented at the Proceedings of The 2nd International Conference on Applied Mathemattics and Informatics at Universities, Bratislava. M., & Mišútová, M. (2002b). Výskum použitia novej technológie vo vzdelávaní. Paper presented at the Zborník medzinárodnej vedecko-odbornej konferencie XV. DIDMATECH 2002, Nitra. M., & Mišútová, M. (2006). ICT as an element of teaching model. Paper presented at the Proceedings of the 14 th International Scientific Conference CO-MATTECH 2006, Trnava. M., & Mišútová, M. (2013). Evaluation of ICT Implementation into Engineering Education. Paper presented at the International Conference on Advances in Information Technology (ICAIT 2013),, Jeju Island, Korea M., Pribilová, K., Gazdíková, V., Horváth, R., & Gabaľová, V. (2004). Interaktívna výučba predmetu

IKT. Paper presented at the I & IT ´04 = Informatika a informačné technológia 2004, Banská Bystrica. Mišútová, M. (1998a). Možnosti rozvíjania tvorivého technického myslenia vo vyučovaní ZPG. Paper presented at the CO-MAT-TECH, Trnava. Mišútová, M. (1998b). Tvorivosť študentov 1. ročníka MTF STU. Zborník vedeckých prác MTF STU 221-225. Mišútová, M. (1999a). Model tvorivého vyučovania a postoje študentov k ZPG. Paper presented at the Zborník mmedzinárodnej konferencie CO-MAT-TECH, Trnava. Mišútová, M. (1999b). Rozvoj tvorivého technického myslenia študentov v predmete Základy počítačovej grafiky [Dizertačná práca]. (Ph.D.), MTF STU, Trnava. Mišútová, M. (1999c). Teaching model verification. Acta Fac. Paed. Univ. Tyrnaviensis, Ser.B, 127-132. Mišútová, M. (2000a). Divergentné úlohy v geometrii. Paper presented at the Zborník medzinárodnej konferencie CO-MAT-TECH, Trnava. Mišútová, M. (2000b). Vplyv medód podporujúcich rozvoj tvorivého technického myslenia na postoje študentov k predmetu ZPG. Paper presented at the Niektoré aspekty prípravy inžinierov pre 21. storočie, Bratislava. Mišútová, M. (2001a). Analyse of Creative Methods Suitable forTeachinf of Mathematics Courses. Paper presented at the Proceedings of the 1st International Conference on Applied Mathematics and Informatics at Universities, Bratislava. Mišútová, M. (2001b). Analyse of Creative Methods Suitable forTeaching of Mathematics Courses. Paper presented at the Proceedings of the 1st International Conference on Applied Mathematics and Informatics at Universities, Bratislava.

Mišútová, M. (2001c). Assessment Model in Computer Geometry Course. Ser.C(5), 63-68. Mišútová, M. (2001d). Vplyv aktivizácie tvorivosti na študijné výsledky. Paper presented at the XIII.DIDMATTECH 2000, Prešovská univerzita. Mišútová, M. (2002). Modernizácia vyučovania matematických predmetov. Paper presented at the Sborník XX. Medzinárodního kolokvia o řízení osvojovacího procesu, Vyškov. Mišútová, M. (2007). The creation of the learning interactions in Macromedia Flash. Paper presented at the Zborník medzinárodnej vedecko-odbornej konferencie XX. DIDMATTECH 2007, Olomouc. Mišútová, M., & Erentová, L. (2002). Analýza testov pedagogickej kontroly. Paper presented at the Zborník medzinárodnej vedecko-odbornej konferencie XV. DIDMATECH 2002, Nitra. Mišútová, M., Markechová, I., Stúpalová, H., Červeňanská, Z., & Hamplová, L. (2007). Analytická geometria v príkladoch. Trnava: AlumnniPress. Mišútová, M., Markechová, I., Stúpalová, H., Červeňanská, Z., Hamplová, L., Kotianová, J., & Kremžárová, L. (2009). Matematika I s podporou programov WinPlot a Maxima. Trnava: AlumniPress. Mišútová, M., Markechová, I., Stúpalová, H., & Hamplová, L. (2007). Deskriptívna geometria v príkladoch. Trnava: AlumniPress. Mišútová, M., & Mišút, M. (2012a). ICT as a Mean for Enhancing Flexibility and Quality of Mathematical Subjects Teaching. Paper presented at the CISSE´ 2012 : 8th International Joint Conferences on Computer,

Information and Systems Sciences and Engineering, Bridgeport. Mišútová, M., & Mišút, M. (2012b). Impact of ICT on the quality of mathematical education, Orlando, FL. Mkomange, W. C., Chukwuekezie, S. C., Zergani, S., & Ajagbe, M. A. (2013). The Impact of Implementing the Use of ICT In Mathematical Problem Solving In Malaysian Universities. Interdisciplinary Journal of Contemporary Research In Business, 4(10), 373-383. Musil, M. (1989). Talenty cez palubu. Bratislava. Noskov, M. V., & Shershneva, V. A. (2005). Toward a Theory of the Teaching of Mathematics in Higher Technical Educational institutions [K teorii obucheniia matematike v tekhnicheskikh vuzakh]. PEDAGOGIKA(10). Oktaç, A. (2004). Student discussions on a linear algebra problem in a distance-education course. Linear Algebra and its Applications, 379, 439-455. doi: 10.1016/j.laa.2003.08.021 Országhová, D., Gregáňová, R., & Matušek, V. (2013). K aktuálnym matematickým kompetenciám vo vysokoškolskom vzdelávaní v ekonomických a technických odboroch. Nitra Slovenská poľnohospodárska univerzita. Othman, H., Asshaari, I., Bahaludin, H., Tawil, N. M., & Ismail, N. A. (2012). Student's Perceptions on Benefits Gained from Cooperative Learning Experiences in Engineering Mathematics Courses. Procedia - Social and Behavioral Sciences, 60, 500-506. doi: 10.1016/j.sbspro.2012.09.414 Ozkan, S., & Koseler, R. (2009). Multi-dimensional students’ evaluation of e-learning systems in the higher education

context: An empirical investigation. Computers & Education, 53(4), 1285-1296. Özyurt, Ö., Özyurt, H., Baki, A., & Güven, B. (2013). Integration into mathematics classrooms of an adaptive and intelligent individualized e-learning environment: Implementation and evaluation of UZWEBMAT. Computers in Human Behavior, 29(3), 726-738. doi: 10.1016/j.chb.2012.11.013 Özyurt, O., Özyurt, H., Baki, A., Guven, B., & Karal, H. (2012). Evaluation of an adaptive and intelligent educational hypermedia for enhanced individual learning of mathematics: A qualitative study. Expert Systems with Applications, 39(15), 12092-12104. Pais, C., Pires, V. F., Amaral, R., Amaral, J., Martins, J., Luz, C., & Dias, O. P. (2004). A Strategy to Improve Engineering Teaching Process Based on an E-Learning Approach. Paper presented at the 5th International Conference on Information Technology Based Higher Education and Training. Petlák, E. (1997). Všeobecná didaktika. Bratislava: IRIS. Pierce, R., & Stacey, K. (2010). Mapping pedagogical opportunities provided by mathematics analysis software. Technology, Knowledge and Learning, 15(1), 1-20. Pietrasinski, Z. (1972). Tvorivé myslenie. Bratislava: Obzor. Plank, M., James, A., & Hannah, J. (2011). Group by subject or by ability? Tertiary mathematics for engineering students. International Journal of Mathematical Education in Science and Technology, 42(7), 857-865. doi: 10.1080/0020739x.2011.609284

Pokorný, M. (2011). E-learningové kurzy ako efektívny nástroj vo vyučovaní matematických predmetov na PdF TU. Praha powerprint. Pope, S. (2013). Technology in mathematics education. Mathematics Teaching(234), 6-8,3. Popham, W. J. (1981). Modern Educational Measurement. New Jersey: Prentice Hall Inc. Porter, A. L., Roessner, J. D., Oliver, S., & Johnson, D. (2006). A systems model of innovation processes in university STEM education. Journal of Engineering Education, 95(1), 13-24. Průcha, J., Walterová, E., & Mareš, J. (1998). Pedagogický slovník 2. vyd. Praha: Portál. Pyzdrowski, L. J., Butler, M. B., Walker, V. L., Pyzdrowski, A. S., & Mays, M. E. (2011). Exploring the Feasibility of Dual-Credit Mathematics Courses in High School via a Web-Enhanced, Blended Model. The Journal of General Education, 60(1), 43-60. Rahman, R. A., Yusof, Y. M., & Baharun, S. (2012). Improving the Teaching of Engineering Mathematics using Action Research. Procedia - Social and Behavioral Sciences, 56, 483-493. doi: 10.1016/j.sbspro.2012.09.680 Ramakrisnan, P., Yahya, Y. B., Hasrol, M. N. H., & Aziz, A. A. (2012). Blended Learning: A Suitable Framework For E-Learning In Higher Education. Procedia - Social and Behavioral Sciences, 67, 513-526. doi: 10.1016/j.sbspro.2012.11.356 Ramsden, P. (1996). Learning to Teach in Higher Education. London: Routledge. Reisel, J. R., Jablonski, M., Hosseini, H., & Munson, E. (2012). Assessment of factors impacting success for

incoming college engineering students in a summer bridge program. International Journal of Mathematical Education in Science and Technology, 43(4), 421-433. doi: 10.1080/0020739x.2011.618560 Rodríguez, P., Nussbaum, M., & Dombrovskaia, L. (2012). Evolutionary development: a model for the design, implementation, and evaluation of ICT for education programmes. Journal of Computer Assisted Learning, 28(2), 81-98. doi: 10.1111/j.1365-2729.2011.00419.x Ruthven, K., & Hennessy, S. (2002). A practitioner model of the use of computer based tools and resources to support mathematics teaching and learning. Educational Studies in Mathematics, 49(1), 47-88. Ryhammar, L., & Ekvall, G. (1999). The Creative Climate: Its Determinants and Effects at a Swedish University. Creativity Research Journal, 12(4), 303-310. Sămărescu, N. (2011). How Can Technology Improve Math Learning Process. Procedia - Social and Behavioral Sciences, 11, 170-174. doi: 10.1016/j.sbspro.2011.01.055 Shaughnessy, M. F., Lehtonen, K., Misutova, M., Greathouse, D., & Suomala, J. (2001). Fear of Success or Success, but at What Cost? Martina Horner Revisited. Paper presented at the Proceedings of International Conference Warsaw. Shaughnessy, M. F., Mee, H. K., Greene, M., Misutova, M., Janusovec, N., & Suomala, J. (2001). Personality Profile of Gifted Children in Korea, Finland, U.S., slovenia, Slovakia. Paper presented at the Proceedings of International Conference, Warsaw. Shershneva, V. A., & Noskov, M. V. (2007). The Mathematics Education of an Engineer: Traditions and Innovations.

Russian Education & Society, 49(11), 70-84. doi: 10.2753/res1060-9393491104 Slavin, R. E. (1990). Cooperative learning: Theory, research, and practice. Upper Saddle River, NJ: Prentice Hall. Smaldino, S. E., Lowther, D. L., & Russell, J. D. (2005). Instructional technology and media for learning. Upper Saddle River, NJ: Pearson. Soon, W., Lioe, L. T., & McInnes, B. (2011). Understanding the difficulties faced by engineering undergraduates in learning mathematical modelling. International Journal of Mathematical Education in Science and Technology, 42(8), 1023-1039. doi: 10.1080/0020739x.2011.573867 Sriraman, B., & English, L. (2010a). Surveying Theories and Philosophies of Mathematics Education. In B. Sriraman & L. English (Eds.), Theories of Mathematics Education (pp. 7-32): Springer Berlin Heidelberg. Sriraman, B., & English, L. (2010b). Theories of Mathematics Education. Advances in Mathematics Education. Berlin, Heidelberg: Springer. Stillson, H., & Alsup, J. (2003). Smart ALEKS... or not? Teaching basic algebra using an online interactive learning system. Mathematics and Computer Education, 37(3), 329-340. Stoffová, V., & Stoffa, J. (1999, 1999). Základné termíny z informačných; multimediálnych a didaktických technológií, Nitra. Švejda, G. (1999). Technologie vzdělávání. České Budejovice: PdF Jihočeská Univerzita. Tarmizi, R. A., & Bayat, S. (2012). Collaborative problembased learning in mathematics: A cognitive load perspective. Procedia - Social and Behavioral Sciences, 32, 344-350. doi: 10.1016/j.sbspro.2012.01.051

Tawil, N., Zaharim, A., Ariff, F., Ismail, N., Osman, M., Zadeh, L., . . . Kazovsky, L. (2010). IMPLEMENTING E-LEARNING IN MATHEMATICS ENGINEERING FOR BETTER UNDERSTANDING. Proceedings of the 9th Wseas International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases, 250-253. Timotheus, J. (2009). From Mathematics to MathematicsWith-ICT. Mathematics Teaching(213), 5-8. Tolley, P. A., Blat, C., McDaniel, C., Blackmon, D., & Royster, D. (2012). Enhancing the Mathematics Skills of Students Enrolled in Introductory Engineering Courses: Eliminating the Gap in Incoming Academic Preparation. Journal of STEM Education, 13(3), 74-86. Torrance, E. P. (1962). Creative thinking through school experiences. In S. s. Sons (Ed.). New York. Torrance, E. P. (1977). Creativity in the Classroom. Washington, D.C: National Education Association. Tosmur-Bayazit, N., & Ubuz, B. (2013). Practicing Engineers’ Perspective on Mathematics and Mathematics Education in College. Journal of STEM Educ a tion, 14(3), 34-40. Toth, P. F. (2013). Measuring Efficiency of Teaching Mathematics Online: Experiences with WeBWorK. Procedia - Social and Behavioral Sciences, 89, 276282. doi: 10.1016/j.sbspro.2013.08.846 Trouche, L. (2004). Managing complexity of human/machine interactions in computerized learning environments: Guiding students’ command process through instrumental orchestrations. International Journal of Computers for Mathematical Learning, 9(3), 281-307. Tůma, M. (1991). Tvorivý človek. Bratislava: Obzor

Üzel, D., & Özdemir, E. (2012). The Effects of Problem-Based E-Learning on Prospective Teachers’ Achievements and Attitudes towards Learning Mathematics. Procedia - Social and Behavioral Sciences, 55, 1154-1158. doi: 10.1016/j.sbspro.2012.09.609 Veletsianos, G. (2010). A Definition of Emerging Technologies for Education Emerging Technologies in Distance Education (pp. 3-22). Athabasca: AU PRESS. Voogt, J., Fisser, P., Pareja Roblin, N., Tondeur, J., & van Braak, J. (2013). Technological pedagogical content knowledge - a review of the literature. Journal of Computer Assisted Learning, 29(2), 109-121. doi: 10.1111/j.1365-2729.2012.00487.x Voogt, J., Knezek, G., Cox, M., Knezek, D., & Brummelhuis, A. (2013). Under which conditions does ICT have a positive effect on teaching and learning? A Call to Action. Journal of Computer Assisted Learning, 29(1), 4-14. doi: 10.1111/j.1365-2729.2011.00453.x Vrdoljak, A., Banjanin, M., Rakic, K., & Katalinic, B. (2009). EVALUATING THE EFFECTIVENESS OF THE IMPLEMENTED MODELS OF ICT TOOLS IN TEACHING MATHEMATICS. Annals of Daaam For 2009 & Proceedings of the 20th International Daaam Symposium, 20, 1743-1744. Weatherby, D. W. (2001). Comparative effects of mathematics intervention strategies on minority engineering students' success. (3028889 Ph.D.), Auburn University, Ann Arbor. ProQuest Dissertations & Theses A&I database. Webb, M. (2013). Changing models for researching pedagogy with information and communications technologies.

Journal of Computer Assisted Learning, 29(1), 53-67. doi: 10.1111/j.1365-2729.2011.00465.x Webb, M., Gibson, D., & Forkosh-Baruch, A. (2013). Challenges for information technology supporting educational assessment. Journal of Computer Assisted Learning, 29(5), 451-462. doi: 10.1111/jcal.12033 Webb, M. E., & Cox, M. J. (2004). A review of pedagogy related to ICT. Technology, Pedagogy and Education, 13, 235-286. Wijers, M., Jonker, V., & Drijvers, P. (2010). MobileMath: exploring mathematics outside the classroom. ZDM, The International Journal on Mathematics Education, 42(7), 789-799. Winkelman, P. (2009). Perceptions of mathematics in engineering. European Journal of Engineering Education, 34(4), 305-316. doi: 10.1080/03043790902987378 Yeh, S. S. (2010). Understanding and addressing the achievement gap through individualized instruction and formative assessment. Assessment in Education: Principles, Policy & Practice, 17, 169-182. doi: 10.1080/09695941003694466 Zand, H., & Crowe, W. D. (1997). Novices Entering Mathematics 2: The Graphic Calculator and Distance Learners. Computers & Education, 29(1), 25-32. Zelina, M. (1996). Stratégie a metódy rozvoja osobnosti dieťaťa. Bratislava: IRIS. Zelina, M. (2000). Alternatívne školstvo. Bratislava: IRIS. Zelina, M., & Zelinová, M. (1990). Rozvoj tvorivosti detí a mládeže. Bratislava: SPN. Zelinová, M., & Zelina, M. (1997). Tvorivý učiteľ. Bratislava: MCMB.

Zounek, J. (2009). E-learning - jedna z podob učení v moderní společnosti. Brno: Masarykova univerzita.