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“The II^nd international action
of "The Nobel committee"
(The Kingdom of Norway and The Kingdom of Sweden),
the author of the unique cognitive modeling technology
and the scientific direction "Cognitive informatics (computer science),
the cognitive modeling technology for the system and financial analysis"
("AUT CMT SFA"), academician of (natural) sciences
("SIO "ACNS"") Vetrov A.N.,
"The international Higher education academy of sciences" ("IHEAS"),
"The Russian academy of (natural) sciences" ("RA(N)S"),
"SIO "Academy of cognitive natural sciences"" ("SIO "ACNS""),
"The Administration of Saint-Petersburg city" and "The Government of RF"
at support of "The Presidents of RF and the foreign countries"
due to means of the budget, sponsors, interested and "The Nobel prize" –
the procedure of the performance with the scientific reports and rewarding
in organizations-participants,
the presentation of diplomas, medals and "The Nobel prize"
in "The Nobel committee",
the creation of products as valuable monuments
of architecture, town-planning and landscape-gardening art,
important objects of historical, cultural, art and scientific heritage
for (non)residents at the international level,
the demonstration of achievements in the field
of technology, architecture and building
in "The park of the 50^th-century of The Great October socialist revolution
named after V.I. Uljanov (Lenin)"
and "Saint-Petersburg exhibition centre
named after Brezhnev L.I." ("SPbEC")
at "Exhibition of achievements of science and technology
named after Sobchak A.A." ("EAST")
with accommodation in "The hotel "Karelia"" ("The group of hotels "Intourist"")”

[from the 01^st of January 2013 y. to the 31^st of December 2013 y.]

It is carried out according to the letter from the 27^th of December 2011 y. №A26-13-808834 and the 27^th of February 2013 y. №I-17399
in reply to application of “AUT CMT SFA”, academician of (natural) sciences (“SIO "ACNS"”) Vetrov A.N. to the name
of “The President of RF” Putin V.V. and “The Chairman of The Government of RF” Medvedev D.A. (download),
also according to the letter from the 03.04.2014 y. №0020/291 in reply to application from the 25.03.2014 y. №460
from “AUT CMT SFA”, academician of (natural) sciences (“SIO "ACNS"”) Vetrov A.N. to the name
of the rector of “SPbSETU "LETI"”, d.t.s., prof. Kutuzov V.M. and the vice-rector in training work of “SPbSETU "LETI"”,
the vice-rector in work with students and social questions of “SPbSETU "LETI"”, d.t.s., prof. Lysenko N.V. (download)
and according to my application from the 16.09.2014 y. to the name of the head of “ANCO HPE "IBI"” (download).

 

Dear citizens of The Russian Federation and the foreign countries!

 

We invite You to take part in “The II^nd international action
of "The Nobel committee" (The Kingdom of Norway and The Kingdom of Sweden),
the author of the unique cognitive modeling technology
and the scientific direction "Cognitive informatics (computer science),
the cognitive modeling technology
for the system and financial analysis" ("AUT CMT SFA"),
academician of (natural) sciences ("SIO "ACNS"") Vetrov A.N.,
"The international Higher education academy of sciences" ("IHEAS"),
"The Russian academy of (natural) sciences" ("RA(N)S"),
"SIO "Academy of cognitive natural sciences"" ("SIO "ACNS""),
"The Administration of Saint-Petersburg city" and "The Government of RF"
at support of "The Presidents of RF and the foreign countries"
due to means of the budget, sponsors, interested and "The Nobel prize" –
the procedure of the performance with the scientific reports and rewarding in organizations-participants,
the presentation of diplomas, medals and "The Nobel prize" in "The Nobel committee",
the creation of products as valuable monuments
of architecture, town-planning and landscape-gardening art,
important objects of historical, cultural, art and scientific heritage
for (non)residents at the international level,
the demonstration of achievements in the area of technology, architecture and building
in "The park of the 50^th-century of The Great October socialist revolution named after V.I. Uljanov (Lenin)"
and "Saint-Petersburg exhibition centre named after Brezhnev L.I." ("SPbEC")
at "Exhibition of achievements of science and technology named after Sobchak A.A." ("EAST")
with accommodation in "The hotel "Karelia"" ("The group of hotels "Intourist"")”.

 

The table of contents of the print manuscript (the report on the scientific research work)
and the table of contents of the hand-written manuscripts (lectures)
of the main participant of “The international scientific concourse named after A. Nobel”,
of “AUT CMT SFA”, acad. of (nat.) sciences (“SIO "ACNS"”) Vetrov A.N.
on the nominations “Physics”, “Chemistry”, “Physiology or medicine”,
“Economics”, “Literature” and “Peace” (“Peacemaking problems”)

 

I. The table of contents of the print manuscript
The report on the individual initiative
scientific research work (SRW)
“The research of the information environment of automated training
with the properties of adaptation based on the cognitive models
and the financial analysis of the organization by means
of the cognitive modeling technology” for the 2006-2008 y.,
carried out during writing of my dissertations:
the report on SRW
(physical-mathematical, technical, economic,
humanitarian, social and medical sciences)
(spec. 01.02.01, 05.13.01, 05.13.10, 19.00.02 (19.00.03), 08.00.10),
SPb.: “SPbSETU "LETI"”, “IBI”, “SPbSUE and F "FINEC"”,
M.: “"VNTIC" of "RAS"”, 2008 (2009). – 716 р.
(the scientific supervisors: professor of the chair “Information systems” (“IS”)
of the faculty “Applied mathematics – control processes” (“AM – CP”)
of “The Saint-Petersburg state university” (“SPbSU”),
doctor of physical-mathematical sciences, professor Kvitko Alexander Nikolaevich ,
the head of the chair “Banking” (“B”)
of “The international banking institute” (“IBI”)
and “The Saint-Petersburg state university
of economics and finance "FINEC"” (“SPbSUEF "FINEC"”),
“The honored worker of science of RF”,
academician of “The international Higher education academy of sciences” (“IHEAS”),
the member-correspondent of “The academy of management and market” (“AM and M”),
doctor of economic sciences, professor Beloglazova Galina Nikolaevna ,
the senior lecturer of “The Saint-Petersburg state
electrotechnical university "LETI"
named after V.I. Ulyanov (Lenin)” (“SPbSETU "LETI"”) Evgeniev Vladimir Arkadyevich)

The normative references

25

The list of definitions

27

The list of abbreviations and symbols

30

Introduction

31

1. The analysis of the condition of problem and the setting of the tasks of research

34

1.1. The feasibility of development of the adaptive means of training

35

1.2. The feasibility of development of the technologies of the financial analysis

36

1.3. The specifics of proposed approach and the setting of the complex of research tasks

37

1.4. The stages of carrying out of research

38

1.5. The conclusions and comments on the first chapter

55

2. The creation of the environment of automated training with the properties of adaptation based on the cognitive models

56

2.1. The features of the organizational structure of the information-educational environment
of the automated training

58

2.2. The modifications in the organization and technology of training for the realization of adaptation
based on the cognitive models

59

2.3. The structure of the environment of automated training with the properties of adaptation
based on the cognitive models

62

2.4. The formal description of the adaptive information-educational environment based on theory of control

63

2.5. The conclusions and comments on the second chapter

65

3. The development of the cognitive modeling technology for the system analysis
of the information-educational environment

66

3.1. The iterative cycle of the cognitive modeling technology

67

3.2. The technique of use of the cognitive modeling technology

68

3.3. The ways of representation of the structure of cognitive model

69

3.3.1. The representation of the structure of cognitive model by means
of the oriented graph combining theory of sets

70

3.3.2. The representation of the structure of cognitive model by means
of the multi-level structure scheme

71

3.3.3. The representation of the structure of cognitive model by means
of the calculus with the use of the corteges on domains

73

3.3.4. The basic volumetric representation of the structure of cognitive model by means
of the hierarchical (multi-level) structural scheme with a set of mutually incapsulated pyramids

73

3.3.5. The additional volumetric representation of the structure of cognitive model by means
of the hierarchical (multi-level) structure scheme
in the view of the one-, two-, three-, four-, five- and n- cognitive disc, cognitive ring,
cognitive cylinder, cognitive cone, cognitive sphere and others

74

3.4. The algorithm of formation of the cognitive model

77

3.5. The technique of research of the parameters of the cognitive models of the subject of training and the means of training

78

3.6. The algorithm of processing of a posteriori data of research

79

3.7. The features of the structure of the cognitive models of the subject of training and the means of training

80

3.7.1. The structure of the cognitive model of the subject of training

82

3.7.2. The structure of the cognitive model of the means of training

83

3.8. The conclusions and comments on the third chapter

4. The complex of programs for the automation of the tasks of research of the information-educational environment

85

4.1. The structure of the complex of programs for the automation of the tasks of research

89

4.2. The adaptive means of training in the automated educational environment

90

4.2.1. The semantic model of saving and extracting of information

91

4.2.2. The adaptive representation of information fragments processor

94

4.3. The basic diagnostic module

95

4.4. The applied diagnostic module

96

4.5. The conclusions and comments on the fourth chapter

97

5. The development of the cognitive modeling technology for the financial analysis of the organizational structure

98

5.1. The dynamics and communications in the process of functioning of the organizational structure

99

5.2. The administrative-legal forms of existence of the managing subject

100

5.3. The features of the territorially distributed organizational structure
and the information-educational (scientific) environment

101

5.4. The features of the organizational structure of the educational (scientific) establishment

102

5.5. The distributed automated information-educational environment

103

5.6. The technique of formation of the normative-legal basis for the financial analysis of the organization

104

5.7. The technique of formation of the information basis for the financial analysis of the organization

105

5.8. The technique of additional check of the information basis for the financial analysis of the organization

106

5.9. The technique of creation and modification of the working plan of accounts
and the model of accounting of the organization

107

5.10. The technique of carrying out of the financial analysis of the condition of organization

108

5.11. The parametrical cognitive models block for the financial analysis of the organization

109

5.11.1. The cognitive model for the carrying out of the horizontal financial analysis of the organization

110

5.11.2. The cognitive model for the carrying out of the vertical financial analysis of the organization

111

5.11.3. The cognitive model for the carrying out of the trend financial analysis of the organization

112

5.12. The technique of research of the parameters of the cognitive model for the financial analysis of the organization

113

5.13. The algorithm of processing of a posteriori data of the horizontal, vertical and trend
financial analysis of the organization

114

5.14. The recommendations to the use of the cognitive modeling technology
for the financial analysis of the organization

115

5.15. The conclusions and comments on the fifth chapter

116

6. The specifics of research of the information environment of automated training

117

6.1. The system analysis of the information-educational environment

118

6.2. The financial analysis of the organizational structure

120

6.3. The technical, physiological, psychological and linguistic factors
influencing on the efficiency in the formation of knowledge of the trainee
in the automated educational environment

121

6.4. The organization and plan of carrying out of the experiment at the research of parameters
of the cognitive models of the subject and means of training

123

6.5. The features of research of the parameters of the physiological portrait
of the cognitive models of the subject and means of training

127

6.5.1. The specifics of research of the parameters of the physiological portrait
of the cognitive model of the subject of training

128

6.5.2. The specifics of research of the parameters of the physiological portrait
of the cognitive model of the means of training

131

6.6. The features of research of the parameters of the psychological portrait
of the cognitive models of the subject and means of training

132

6.6.1. The specifics of research of the parameters of the psychological portrait
of the cognitive model of the subject of training

134

6.6.2. The specifics of research of the parameters of the psychological portrait 
of the cognitive model of the means of training

137

6.7. The features of research of the parameters of the linguistic portrait
of the cognitive models of the subject and means of training

139

6.7.1. The specifics of research of the parameters of the linguistic portrait
of the cognitive model of the subject of training

141

6.7.2. The specifics of research of the parameters of the linguistic portrait
of the cognitive model of the means of training

142

6.8. The economic factors of the efficiency of the formation of knowledge of the trainee
in the automated educational environment

143

6.9. The organization and plan of carrying out of the experiment at the research of parameters
of the cognitive models for the financial analysis

151

6.9.1. The information basis of accounting and the financial analysis of the organization

153

6.9.2. The specifics of the research of the parameters of cognitive model
for the horizontal financial analysis of the organization

154

6.9.3. The specifics of the research of the parameters of cognitive model
for the vertical financial analysis of the organization

155

6.9.4. The specifics of the research of the parameters of cognitive model
for the trend financial analysis of the organization based on the analytical coefficients system

156

6.10. The  conclusions and comments on the sixth chapter

157

7. The statistical justification of the increasing in the efficiency of functioning
of the environment of automated training based on the parametrical cognitive models

158

7.1. The features of the plan of carrying out of a series of experiments

160

7.2. The features of the primary processing of a posteriori data

164

7.2.1. The search of anormal outliers and artifacts in a posteriori data

165

7.2.2. The compliance to the analytical criteria of the normal law of distribution

172

7.2.3. The compliance to the graphical criteria of compliance to the normal law of distribution

176

7.3. The features of samples with a posteriori data

181

7.3.1. The parameters of the physiological portrait of the cognitive model of the subject of training

183

7.3.2. The parameters of the physiological and linguistic portrait of the cognitive model of the means of training

189

7.3.3. The parameters of the psychological portrait of the cognitive model of the subject of training

199

7.3.4. The parameters of the psychological portrait of the cognitive model of the means of training

218

7.3.5. The parameters of the linguistic portrait of the cognitive model of the subject of training

228

7.4. The justification of selection of a set of methods of statistical processing of a posteriori data

236

7.5. The correlation analysis

237

7.6. The regression analysis

263

7.6.1. A set of independent variables included into the analysis

264

7.6.2. The (non)standardized coefficients and equations of regression

271

7.6.3. The research of consistent change and relationship of variables

278

7.6.4. The analysis of the revealed dependencies between the predictors

306

7.6.5. The features and comparative characteristics of the obtained models

384

7.6.6. The analysis of residues of the linear model of multiple regression

389

7.6.7. The probability graphs for the model of multiple regression

411

7.7. The discriminant analysis

444

7.7.1. The descriptive statistics on all selected centroids

445

7.7.2. The test of equality of the average indicators by the groups for the revealing of the inclusion of variables

454

7.7.3. The research of the covariance and correlation of independent variables

456

7.7.4. The determination of the ranks of centroid of the selected classes

463

7.7.5. The eigenvalues of canonical discriminant functions

465

7.7.6. The features of the functions of classification of the discriminant analysis

467

7.7.7. The features of location of the centroids of classes
in the space of canonical discriminant functions

477

7.7.8. The features of geometric position of the  centroids of classes
in the space of canonical discriminant functions

478

7.7.9. The analysis of presence of the ambiguously classified values

484

7.7.10. The analysis of the level of the quality of classification by means
of the canonical discriminant functions of the centroids of classes

485

7.8. The cluster analysis

486

7.8.1. The analysis of relationships between the variables

487

7.8.2. The analysis of the plan of agglomeration of variables

491

7.8.3. The analysis of a sequence of combining of variables

496

7.9. The multivariate scaling

498

7.9.1. The determination of the quantity of scales and the degrees of freedom

499

7.9.2. The finite coordinates of variables in the space of the functions of scaling

502

7.9.3. The relative and transformed ranges (distances) of independent variables

504

7.9.4. The position of a set of variables in the space of the functions of classification

510

7.10. The factor analysis

512

7.10.1. The determination of the quantity of factors

515

7.10.2. The solving of the problem of commonality and characterization

515

7.10.3. The completeness of factorized space

515

7.10.4. The descriptive statistics of the initial set of variables

516

7.10.5. The conventional and inverse correlation matrix

517

7.10.6. The checking of adequacy of the factorized space

523

7.10.7. The transposed matrices of covariance and correlation

524

7.10.8. The initial and final nominal values of variables

529

7.10.9. The initial and final eigenvalues

530

7.10.10. The graphs of two-dimensional scattering of eigenvalues and factors

532

7.10.11. The analysis of the recovered correlation matrix

535

7.10.12. The matrix of component loads after the rotation

541

7.11. The dynamics of results of the statistical analysis of a posteriori data of research

544

7.12. The conclusions and comments on the seventh chapter

561

Conclusion

568

The bibliographic apparatus

579

The list of appendices

586

Appendix 1. The technical description of the (adaptive) means of training for the realization
of the automated individually-oriented training
of the contingent of trainees in the studied disciplines,
the typical blanks of the electronic record book for the registration of the academic performance of trainee
and the semantic models of saving and extracting of information

587

Appendix 2. The technical description of the basic diagnostic module for the automation
of testing of the estimation of the level of residual knowledge of the contingent of trainee

609

Appendix 3. The technical description of the applied diagnostic module for the automation
of diagnostics of the parameters of the physiological portrait of the cognitive model of the subject of training

635

Appendix 4. The technical description of the applied diagnostic module for the automation
of diagnostics of the parameters of the psychological portrait of the cognitive model of the subject of training

662

Appendix 5. The personal cards of examinees for the registration of a posteriori data
of automated testing of the level of residual knowledge
and diagnostics of the individual features of personality of the subjects of training
(physiological, psychological, linguistic and others)

716

 

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