Основы многомерного шкалирования
The technology of the comparative analysis of innovation systems of the subjects of the Russian Federation is proposed. The technology is based on usage of non-parametric approaches to metric multidimentional scaling. General technology is illustrated by econometric comparison of the sunjects of the Russian Federation in the direction of "Technological innovations" using data from official statistics.
According to the theory of basic human values (Schwartz, 1992), values form a circular motivational continuum. The original publication and most subsequent research partitioned this continuum into 10 values. In theory, however, it could be partitioned into a larger number of more narrowly defined values. We use multidimensional scaling (MDS) and confirmatory factor analysis (CFA) of data from the Portrait Values Questionnaire in Poland (N=10,439) to assess a finer partitioning of values. MDS confirmed the circular motivational continuum of 10 values, with benevolence and universalism reversing positions. CFA discriminated 15 hypothesized values: 2 subtypes of universalism (protecting the environment and societal concern), 2 of achievement (ambition and showing success), 2 of self-direction (autonomy of action and autonomy of thought), 2 of security (national security and personal security), 2 of tradition (tradition and humility), plus stimulation, hedonism, power, conformity and benevolence. These 15 values were also distinguishable in the MDS projection.
This paper examines commonalities and differences in the value theories proposed by Ronald Inglehart and Shalom Schwartz. A systematic review of previous findings was conducted. Then, we showed, with a joint multidimensional scaling (MDS) analysis, that Schwartz’s Autonomy vs. Embeddedness dimension tends to lie at the diagonal of the Inglehart Cultural Map of the World, suggesting that in order to be autonomous/open, individuals need to have both self-expressive and secular-rational values, whereas being embedded /conservative involves both traditional and survival values. Two distinct regions of Schwartz’s values (one at each level) which are missed by Inglehart’s instrument were identified. At the same time, an MDS plot revealed that, at the individual level, Inglehart’s Survival values are not captured by the Schwartz’s items included. The obtained structures at the two levels of analysis were shown to be remarkably similar (Tucker’s Phi > .90).
This book contains the proceedings of the 4th International Conference on Computer Supported Education (CSEDU 2012) which was organized and sponsored by the Institute for Systems and Technologies of Information, Control and Communication (INSTICC) and technically co-sponsored by SPEE (Portuguese Society for Engineering Education), IGIP (International Society for Engineering Education), ROLE (Responsive Open Learning Environments) and IFIP TC3 (International Federation for Information Processing - Technical Committee 3 - ICT and Education).
CSEDU has become an annual meeting place for presenting and discussing learning paradigms, best practices and case studies that concern innovative computer-supported learning strategies, institutional policies on technology-enhanced learning including learning from distance, supported by technology. The Web is currently a preferred medium for distance learning and the learning practice in this context is usually referred to as e-learning or technology-enhanced learning. CSEDU 2012 is expected to give an overview of the state of the art in technology-enhanced learning and to also outline upcoming trends and promote discussions about the education potential of new learning technologies in the academic and corporate world.
This conference brings together researchers and practitioners interested in methodologies and applications related to the education field. It has five main topic areas, covering different aspects of Computer Supported Education, including "Information Technologies Supporting Learning", "Learning/Teaching Methodologies and Assessment", "Social Context and Learning Environments", "Domain Applications and Case Studies" and "Ubiquitous Learning". We believe the proceedings, demonstrate new and innovative solutions, and highlight technical problems in each field that are challenging and worthwhile.
CSEDU 2012 received 243 paper submissions from 58 countries in all continents. A double-blind review process was enforced, with the help of the 297 experts who are members of the conference program committee, all of them internationally recognized in one of the main conference topic areas. Only 29 papers were selected to be published and presented as full papers, i.e. completed work (10 pages in proceedings / 30' oral presentations). 73 papers, describing work-in-progress, were selected as short papers for 20' oral presentation. Furthermore 37 papers were presented as posters. The full-paper acceptance ratio was thus 12%, and the total oral paper acceptance ratio was less than 42%. These ratios denote a high level of quality, which we intend to maintain and reinforce in the next edition of this conference.
The high quality of the CSEDU 2012 programme is enhanced by three keynote lectures, delivered by distinguished guests who are renowned experts in their fields, including (alphabetically): Joseph Trimmer (Ball State University, United States), David Kaufman (Simon Fraser University, Canada) and Hugh Davis (University of Southampton, United Kingdom).
For the fourth edition of the conference we extended and ensured appropriate indexing of the proceedings of CSEDU including DBLP, INSPEC, EI and Thomson Reuters Conference Proceedings Citation Index. Besides the proceedings edited by SciTePress, a short list of papers presented at the conference will be selected for publication of extended and revised versions in the Journal of Education and Information Technologies. Furthermore, all presented papers will soon be available at the SciTePress digital library.
The conference is complemented with two special sessions, focusing on specialized aspects of computer supported education; namely, a Special Session on Enhancing Student Engagement in e-Learning (ESEeL 2012) and a Special Session on Serious Games on Computer Science Learning (SGoCSL 2012).
Building an interesting and successful program for the conference required the dedicated effort of many people. Firstly, we must thank the authors, whose research and development efforts are recorded here. Secondly, we thank the members of the program committee and additional reviewers for their diligence and expert reviewing. We also wish to include here a word of appreciation for the excellent organization provided by the conference secretariat, from INSTICC, who have smoothly and efficiently prepared the most appropriate environment for a productive meeting and scientific networking. Last but not least, we thank the invited speakers for their invaluable contribution and for taking the time to synthesize and deliver their talks.