SOM SOM(Self-Organizing Maps) SOM SOM SOM SOM SOM SOM i

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "SOM SOM(Self-Organizing Maps) SOM SOM SOM SOM SOM SOM i"

Transcription

1 20 SOM Development of Syllabus Vsualization System using Spherical Self-Organizing Maps

2 SOM SOM(Self-Organizing Maps) SOM SOM SOM SOM SOM SOM i

3 Abstract Development of Syllabus Vsualization System using Spherical Self-Organizing Maps Hiroshi HAMADA In recent years, syllabi have been introduced into most of universities. Syllabus is a booklet that shows course outline, and it is used for making students study plan. Syllabus has information to show relations between subjects. It is important that students understand the information of syllabus for the purpose of making systematic study plan. However, syllabi have problem what is that syllabi are difficult to understand the subjects relations. To solve the problem, syllabus visualization was proposed to easy to understand the subjects relations. A study of syllabus visualization using Self-Organizing Maps(SOM) was proposed as a past study. SOM makes node on a map learning data, and data is classified by their similarity. In the past study, the result of SOM was visualized by 2D map. However, the method of the past study has a problem that the result of visualizing become distorted at edge of map. In this paper, to solve the problem in the past study, we proposed syllabus visualizing system using spherical SOM. Moreover, to evaluate the validity of the system, we send out questionnaires to teachers and students. As a result, we confirmed that the system is easier to understand the subjects relations than the past study. key words Syllabus, Syllabus Visualization, SOM, Spherical SOM ii

4 SOM SOM SOM SOM SOM iii

5 iv

6 SOM v

7 vi

8 1 Web [1] SOM(Self-Organizing Maps) SOM SOM SOM SOM SOM 1

9

10

11 SOM [1] SOM Self-Organizing Maps [2] SOM

12 SOM SOM SOM 5

13 2.3 SOM SOM SOM 6

14 3 SOM SOM [1] 3.1 SOM SOM Teuvo Kohonen [2] SOM SOM 2 N in = ( m 1 m 2 m L ) m 11 m 12 m 1N m 21 m 22 m 2N N out = m M1 m M2 m MN m k n w k = (w k1, w k2,, w kn ) 7

15 3.1 SOM 3.1 SOM 3.1 SOM SOM λ R M N λ 1000 R 2 1 M N 1. N in N out 2. m m x 3. 8

16 3.1 SOM v m ij w ij 2 dist(v, v ) = v v 2 = n (v i v i) 2 (3.1) dist(x, w ij ) m ij 4. m m xy x w xy (3.2) 0 t λ 1 v (t) v t w (t+1) xy = (1 T ) w (t) xy + T x (3.2) i=1 (3.2) T α(t) h(m, m xy ) (3.3) T = α(t) h(m, m xy ) (3.3) α(t) α(t) = 1 t λ (3.4) w (t) xy v α(t) 0 1 (3.2) x h(m, m xy ) ( dist(m, m h(m, m ) ( ) ) m m 2 ) = exp = exp ( ) 2 α(t) R σ 2 (3.5) h(m, m xy ) m xy m 1 0 σ 0 < σ < R 9

17 3.2 SOM 0 (3.2) m R (3.5) 3.2 h(m, m ) t λ SOM SOM SOM H.Ritter [7] 10

18 SOM 3.3 SOM SOM

19 [1] 3.1 [4] 5 12

20 ,,,,,,,,,,, ( ), ( ), ( ), ( ), ( ), ( ), ( ), ( ),,,,,, ( ), ( ), ( ), ( ),, ( ), ( ), ( ), ( ),,,, ( ), ( ), ( ), ( ),,,, 13

21 [6]

22 4 4.1 SOM Java SOM Java3D[5] 4.2 SOM SOM SOM 3.3 SOM 15

23 [6]

24

25 SOM SOM SOM 18

26 XY Z 3 (x,y,z) λ λ = tan 1 y x 3 φ φ = tan 1 z x 2 + y 2 19

27

28

29 φ λ R x = cos φ(rλ) y = Rλ 1 x = λ y = φ

30

31 5.1 評価方法 図 5.1 図 5.2 問 1 問 2 のウィンドウ 論理回路理論 に注目した画面 24 図 5.3 画像処理 に注目した画面

32

33 (0) 0(0) 0(0) 10(4) 2(1) 2 0(0) 0(0) 2(1) 4(2) 6(2) 26

34 ( 5.4) 2( 5.5) 6(3) 6(2) ( 5.1 ) 2( 5.6 ) 8(3) 4(2)

35

36 Web Web 29

37 6 SOM SOM SOM SOM 3 SOM 30

38

39 [1] [2] Teuvo Kohonen 2005 [3] SOM NC pp [4], [5] Java3D, [6] [7] H.Ritter,Self-Organizing Maps on non-euclidean Spaces,in Kohonen Maps,ed.E.Oja and S.Kaski,pp ,Elsever,New York,

SNS ( ) SNS(Social Networking Service) SNS SNS i

SNS ( ) SNS(Social Networking Service) SNS SNS i 22 SNS Job-Hunting Activities situation Understanding Support System Using SNS 1110252 2011 03 01 SNS ( ) SNS(Social Networking Service) SNS SNS i Abstract Job-Hunting Activities situation Understanding

More information

,,,,., C Java,,.,,.,., ,,.,, i

,,,,., C Java,,.,,.,., ,,.,, i 24 Development of the programming s learning tool for children be derived from maze 1130353 2013 3 1 ,,,,., C Java,,.,,.,., 1 6 1 2.,,.,, i Abstract Development of the programming s learning tool for children

More information

58 10

58 10 57 Multi-channel MAC Protocol with Multi-busytone in Ad-hoc Networks Masatoshi Fukushima*, Ushio Yamamoto* and Yoshikuni Onozato* Abstract Multi-channel MAC protocols for wireless ad hoc networks have

More information

IT,, i

IT,, i 22 Retrieval support system using bookmarks that are shared in an organization 1110250 2011 3 17 IT,, i Abstract Retrieval support system using bookmarks that are shared in an organization Yoshihiko Komaki

More information

19 Systematization of Problem Solving Strategy in High School Mathematics for Improving Metacognitive Ability

19 Systematization of Problem Solving Strategy in High School Mathematics for Improving Metacognitive Ability 19 Systematization of Problem Solving Strategy in High School Mathematics for Improving Metacognitive Ability 1105402 2008 2 4 2,, i Abstract Systematization of Problem Solving Strategy in High School

More information

Web Web Web Web Web, i

Web Web Web Web Web, i 22 Web Research of a Web search support system based on individual sensitivity 1135117 2011 2 14 Web Web Web Web Web, i Abstract Research of a Web search support system based on individual sensitivity

More information

IT i

IT i 27 The automatic extract of know-how search tag using a thesaurus 1160374 2016 2 26 IT i Abstract The automatic extract of know-how search tag using a thesaurus In recent years, a number of organizational

More information

29 jjencode JavaScript

29 jjencode JavaScript Kochi University of Technology Aca Title jjencode で難読化された JavaScript の検知 Author(s) 中村, 弘亮 Citation Date of 2018-03 issue URL http://hdl.handle.net/10173/1975 Rights Text version author Kochi, JAPAN http://kutarr.lib.kochi-tech.ac.jp/dspa

More information

子どもの自尊感情の変容と教師との関係性

子どもの自尊感情の変容と教師との関係性 No.29 2004 3 Abstract Recently, pupils can't enough express their selves, thinks and hopes at class and it is very difficult to shape their autonomy. Therefore, this study looks at pupil s self-esteem

More information

大学における原価計算教育の現状と課題

大学における原価計算教育の現状と課題 1 1.1 1.2 1.3 2 2.1 2.2 3 3.1 3.2 3.3 2014a 50 ABC Activity Based Costing LCC Lifecycle Costing MFCA Material Flow Cost Accounting 2 2 2016 9 1 2 3 2014b 2005 2014b 2000 1 2 1962 5 1 3 2 3 4 5 50 2012

More information

Virtual Window System Virtual Window System Virtual Window System Virtual Window System Virtual Window System Virtual Window System Social Networking

Virtual Window System Virtual Window System Virtual Window System Virtual Window System Virtual Window System Virtual Window System Social Networking 23 An attribute expression of the virtual window system communicators 1120265 2012 3 1 Virtual Window System Virtual Window System Virtual Window System Virtual Window System Virtual Window System Virtual

More information

paper.dvi

paper.dvi 28 Confined Decoding System for Medical Data Distributed by Secret Sharing Scheme and Its Security Evaluation 1195046 2017 3 6 DMAT i Abstract Confined Decoding System for Medical Data Distributed by Secret

More information

7,, i

7,, i 23 Research of the authentication method on the two dimensional code 1145111 2012 2 13 7,, i Abstract Research of the authentication method on the two dimensional code Karita Koichiro Recently, the two

More information

udc-2.dvi

udc-2.dvi 13 0.5 2 0.5 2 1 15 2001 16 2009 12 18 14 No.39, 2010 8 2009b 2009a Web Web Q&A 2006 2007a20082009 2007b200720082009 20072008 2009 2009 15 1 2 2 2.1 18 21 1 4 2 3 1(a) 1(b) 1(c) 1(d) 1) 18 16 17 21 10

More information

2 ( ) i

2 ( ) i 25 Study on Rating System in Multi-player Games with Imperfect Information 1165069 2014 2 28 2 ( ) i ii Abstract Study on Rating System in Multi-player Games with Imperfect Information Shigehiko MORITA

More information

Web Web Web Web i

Web Web Web Web i 28 Research of password manager using pattern lock and user certificate 1170369 2017 2 28 Web Web Web Web i Abstract Research of password manager using pattern lock and user certificate Takuya Mimoto In

More information

卒業論文2.dvi

卒業論文2.dvi 15 GUI A study on the system to transfer a GUI sub-picture to the enlarging viewer for operational support 1040270 2004 2 27 GUI PC PC GUI Graphical User Interface PC GUI GUI PC GUI PC PC GUI i Abstract

More information

Sobel Canny i

Sobel Canny i 21 Edge Feature for Monochrome Image Retrieval 1100311 2010 3 1 3 3 2 2 7 200 Sobel Canny i Abstract Edge Feature for Monochrome Image Retrieval Naoto Suzue Content based image retrieval (CBIR) has been

More information

06’ÓŠ¹/ŒØŒì

06’ÓŠ¹/ŒØŒì FD. FD FD FD FD FD FD / Plan-Do-See FD FD FD FD FD FD FD FD FD FD FD FD FD FD JABEE FD A. C. A B .. AV .. B Communication Space A FD FD ES FD FD The approach of the lesson improvement in Osaka City University

More information

28 TCG SURF Card recognition using SURF in TCG play video

28 TCG SURF Card recognition using SURF in TCG play video 28 TCG SURF Card recognition using SURF in TCG play video 1170374 2017 3 2 TCG SURF TCG TCG OCG SURF Bof 20 20 30 10 1 SURF Bag of features i Abstract Card recognition using SURF in TCG play video Haruka

More information

, IT.,.,..,.. i

, IT.,.,..,.. i 25 To construct the system that promote a interactive method as a knowledge acquisition 1140317 2014 2 28 , IT.,.,..,.. i Abstract To construct the system that promote a interactive method as a knowledge

More information

WebRTC P2P Web Proxy P2P Web Proxy WebRTC WebRTC Web, HTTP, WebRTC, P2P i

WebRTC P2P Web Proxy P2P Web Proxy WebRTC WebRTC Web, HTTP, WebRTC, P2P i 26 WebRTC The data distribution system using browser cache sharing and WebRTC 1150361 2015/02/27 WebRTC P2P Web Proxy P2P Web Proxy WebRTC WebRTC Web, HTTP, WebRTC, P2P i Abstract The data distribution

More information

23 The Study of support narrowing down goods on electronic commerce sites

23 The Study of support narrowing down goods on electronic commerce sites 23 The Study of support narrowing down goods on electronic commerce sites 1120256 2012 3 15 i Abstract The Study of support narrowing down goods on electronic commerce sites Masaki HASHIMURA Recently,

More information

1., 1 COOKPAD 2, Web.,,,,,,.,, [1]., 5.,, [2].,,.,.,, 5, [3].,,,.,, [4], 33,.,,.,,.. 2.,, 3.., 4., 5., ,. 1.,,., 2.,. 1,,

1., 1 COOKPAD 2, Web.,,,,,,.,, [1]., 5.,, [2].,,.,.,, 5, [3].,,,.,, [4], 33,.,,.,,.. 2.,, 3.., 4., 5., ,. 1.,,., 2.,. 1,, THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS TECHNICAL REPORT OF IEICE.,, 464 8601 470 0393 101 464 8601 E-mail: matsunagah@murase.m.is.nagoya-u.ac.jp, {ide,murase,hirayama}@is.nagoya-u.ac.jp,

More information

25 Removal of the fricative sounds that occur in the electronic stethoscope

25 Removal of the fricative sounds that occur in the electronic stethoscope 25 Removal of the fricative sounds that occur in the electronic stethoscope 1140311 2014 3 7 ,.,.,.,.,.,.,.,,.,.,.,.,,. i Abstract Removal of the fricative sounds that occur in the electronic stethoscope

More information

26 Development of Learning Support System for Fixation of Basketball Shoot Form

26 Development of Learning Support System for Fixation of Basketball Shoot Form 26 Development of Learning Support System for Fixation of Basketball Shoot Form 1175094 ,.,,.,,.,,.,,,.,,,,.,,,.,,,,, Kinect i Abstract Development of Learning Support System for Fixation of Basketball

More information

DTN DTN DTN DTN i

DTN DTN DTN DTN i 28 DTN Proposal of the Aggregation Message Ferrying for Evacuee s Data Delivery in DTN Environment 1170302 2017 2 28 DTN DTN DTN DTN i Abstract Proposal of the Aggregation Message Ferrying for Evacuee

More information

soturon.dvi

soturon.dvi 12 Exploration Method of Various Routes with Genetic Algorithm 1010369 2001 2 5 ( Genetic Algorithm: GA ) GA 2 3 Dijkstra Dijkstra i Abstract Exploration Method of Various Routes with Genetic Algorithm

More information

4.1 % 7.5 %

4.1 % 7.5 % 2018 (412837) 4.1 % 7.5 % Abstract Recently, various methods for improving computial performance have been proposed. One of these various methods is Multi-core. Multi-core can execute processes in parallel

More information

22 2016 3 82 1 1

22 2016 3 82 1 1 : 81 1 2 3 4 1990 2015 22 2016 3 82 1 1 83 : 2 5 84 22 2016 3 6 3 7 8 2 : 85 1 S 12 S S S S S S S S S 86 22 2016 3 S S S S S S S S 2 S S : 87 S 9 3 2 1 10 S 11 22 2016 3 88 1 : 89 1 2 3 4 90 22 2016 3

More information

16_.....E...._.I.v2006

16_.....E...._.I.v2006 55 1 18 Bull. Nara Univ. Educ., Vol. 55, No.1 (Cult. & Soc.), 2006 165 2002 * 18 Collaboration Between a School Athletic Club and a Community Sports Club A Case Study of SOLESTRELLA NARA 2002 Rie TAKAMURA

More information

paper.dvi

paper.dvi 23 Study on character extraction from a picture using a gradient-based feature 1120227 2012 3 1 Google Street View Google Street View SIFT 3 SIFT 3 y -80 80-50 30 SIFT i Abstract Study on character extraction

More information

i

i 14 i ii iii iv v vi 14 13 86 13 12 28 14 16 14 15 31 (1) 13 12 28 20 (2) (3) 2 (4) (5) 14 14 50 48 3 11 11 22 14 15 10 14 20 21 20 (1) 14 (2) 14 4 (3) (4) (5) 12 12 (6) 14 15 5 6 7 8 9 10 7

More information

2 The Bulletin of Meiji University of Integrative Medicine 3, Yamashita 10 11

2 The Bulletin of Meiji University of Integrative Medicine 3, Yamashita 10 11 1-122013 1 2 1 2 20 2,000 2009 12 1 2 1,362 68.1 2009 1 1 9.5 1 2.2 3.6 0.82.9 1.0 0.2 2 4 3 1 2 4 3 Key words acupuncture and moxibustion Treatment with acupuncture, moxibustion and Anma-Massage-Shiatsu

More information

07_伊藤由香_様.indd

07_伊藤由香_様.indd A 1 A A 4 1 85 14 A 2 2006 A B 2 A 3 4 86 3 4 2 1 87 14 1 1 A 2010 2010 3 5 2 1 15 1 15 20 2010 88 2 3 5 2 1 2010 14 2011 15 4 1 3 1 3 15 3 16 3 1 6 COP10 89 14 4 1 7 1 2 3 4 5 1 2 3 3 5 90 4 1 3 300 5

More information

2017 (413812)

2017 (413812) 2017 (413812) Deep Learning ( NN) 2012 Google ASIC(Application Specific Integrated Circuit: IC) 10 ASIC Deep Learning TPU(Tensor Processing Unit) NN 12 20 30 Abstract Multi-layered neural network(nn) has

More information

Web Basic Web SAS-2 Web SAS-2 i

Web Basic Web SAS-2 Web SAS-2 i 19 Development of moving image delivery system for elementary school 1080337 2008 3 10 Web Basic Web SAS-2 Web SAS-2 i Abstract Development of moving image delivery system for elementary school Ayuko INOUE

More information

2 2 1 2 1 2 1 2 2 Web Web Web Web 1 1,,,,,, Web, Web - i -

2 2 1 2 1 2 1 2 2 Web Web Web Web 1 1,,,,,, Web, Web - i - 2015 Future University Hakodate 2015 System Information Science Practice Group Report Project Name Improvement of Environment for Learning Mathematics at FUN C (PR ) Group Name GroupC (PR) /Project No.

More information

Q-Learning Support-Vector-Machine NIKKEI NET Infoseek MSN 10 1 12 22 170 121 10 9 15 12 22 85 2 85 10 i

Q-Learning Support-Vector-Machine NIKKEI NET Infoseek MSN 10 1 12 22 170 121 10 9 15 12 22 85 2 85 10 i 21 Stock price forecast using text mining 1100323 2010 3 1 Q-Learning Support-Vector-Machine NIKKEI NET Infoseek MSN 10 1 12 22 170 121 10 9 15 12 22 85 2 85 10 i Abstract Stock price forecast using text

More information

20 Method for Recognizing Expression Considering Fuzzy Based on Optical Flow

20 Method for Recognizing Expression Considering Fuzzy Based on Optical Flow 20 Method for Recognizing Expression Considering Fuzzy Based on Optical Flow 1115084 2009 3 5 3.,,,.., HCI(Human Computer Interaction),.,,.,,.,.,,..,. i Abstract Method for Recognizing Expression Considering

More information

第5部門_05_垣本 徹.indd

第5部門_05_垣本 徹.indd * ** 22 31 JIS 20 1 1870 2) 1889 NC Numerical Control JIS 3) 54 4) / ) 1 JIS 5) (mm) EF 0.55 F 0.55 0.75 M 0.75 1.00 B 1.00 55 100 1 ) ) 6) 56 1839 ebony 7) 8) g/ 1.16 1.14 9) / 6 7 6 7 4 6 4 6 80 / /

More information

P2P Web Proxy P2P Web Proxy P2P P2P Web Proxy P2P Web Proxy Web P2P WebProxy i

P2P Web Proxy P2P Web Proxy P2P P2P Web Proxy P2P Web Proxy Web P2P WebProxy i 27 Verification of the usefulness of the data distribution method by browser cache sharing 1160285 2016 2 26 P2P Web Proxy P2P Web Proxy P2P P2P Web Proxy P2P Web Proxy Web P2P WebProxy i Abstract Verification

More information

Wi-Fi Wi-Fi Wi-Fi Wi-Fi SAS SAS-2 Wi-Fi i

Wi-Fi Wi-Fi Wi-Fi Wi-Fi SAS SAS-2 Wi-Fi i 26 A Study on Secure Remote Control Methods 1175078 2015 2 27 Wi-Fi Wi-Fi Wi-Fi Wi-Fi SAS SAS-2 Wi-Fi i Abstract A Study on Secure Remote Control Methods SHINGAI, Tatsuro In recent years, communication

More information

) 2) , , ) 1 2 Q1 / Q2 Q Q4 /// Q5 Q6 3,4 Q7 5, Q8 HP Q9 Q10 13 Q11

) 2) , , ) 1 2 Q1 / Q2 Q Q4 /// Q5 Q6 3,4 Q7 5, Q8 HP Q9 Q10 13 Q11 2009 0612001. 1) 2) 2 2009 3 2009 8, 10 1 3, 12 50 4) 1 2 Q1 / Q2 Q3 910203040 5060708090 Q4 /// Q5 Q6 3,4 Q7 5,6711 123 4 Q8 HP Q9 Q10 13 Q11 , A 5 2 3 3 3 3 3 2 8 5 3 3 4 A C B 1 1 KJ 1 9 1 12 12 15

More information

Appropriate Disaster Preparedness Education in Classrooms According to Students Grade, from Kindergarten through High School Contrivance of an Educati

Appropriate Disaster Preparedness Education in Classrooms According to Students Grade, from Kindergarten through High School Contrivance of an Educati Appropriate Disaster Preparedness Education in Classrooms According to Students Grade, from Kindergarten through High School Contrivance of an Education of Disaster Preparedness System and Class Practice

More information

評論・社会科学 84号(よこ)(P)/3.金子

評論・社会科学 84号(よこ)(P)/3.金子 1 1 1 23 2 3 3 4 3 5 CP 1 CP 3 1 1 6 2 CP OS Windows Mac Mac Windows SafariWindows Internet Explorer 3 1 1 CP 2 2. 1 1CP MacProMacOS 10.4.7. 9177 J/A 20 2 Epson GT X 900 Canon ip 4300 Fujifilm FinePix

More information

n 2 n (Dynamic Programming : DP) (Genetic Algorithm : GA) 2 i

n 2 n (Dynamic Programming : DP) (Genetic Algorithm : GA) 2 i 15 Comparison and Evaluation of Dynamic Programming and Genetic Algorithm for a Knapsack Problem 1040277 2004 2 25 n 2 n (Dynamic Programming : DP) (Genetic Algorithm : GA) 2 i Abstract Comparison and

More information

<8ED089EF8B49977634342D312D30914F95742E696E6464>

<8ED089EF8B49977634342D312D30914F95742E696E6464> The Treatments in the Institutions Regarded As Inappropriate by Certified Student Social Workers and Their Coping Behavior: Survey and Analysis Nobuko SAKATA (1) 15 13 (2) 47 16 (3) 53 44-1 2006 17 1810

More information

,,.,.,,.,.,.,.,,.,..,,,, i

,,.,.,,.,.,.,.,,.,..,,,, i 22 A person recognition using color information 1110372 2011 2 13 ,,.,.,,.,.,.,.,,.,..,,,, i Abstract A person recognition using color information Tatsumo HOJI Recently, for the purpose of collection of

More information

Web Web ID Web 16 Web Web i

Web Web ID Web 16 Web Web i 24 Web Proposal of Web Application Password Operations Management System 1130343 2013 3 1 Web Web ID Web 16 Web Web i Abstract Proposal of Web Application Password Operations Management System Tatsuro

More information

..,,,, , ( ) 3.,., 3.,., 500, 233.,, 3,,.,, i

..,,,, , ( ) 3.,., 3.,., 500, 233.,, 3,,.,, i 25 Feature Selection for Prediction of Stock Price Time Series 1140357 2014 2 28 ..,,,,. 2013 1 1 12 31, ( ) 3.,., 3.,., 500, 233.,, 3,,.,, i Abstract Feature Selection for Prediction of Stock Price Time

More information

(1) i NGO ii (2) 112

(1) i NGO ii (2) 112 MEMOIRS OF SHONAN INSTITUTE OF TECHNOLOGY Vol. 41, No. 1, 2007 * * 2 * 3 * 4 * 5 * 6 * 7 * 8 Service Learning for Engineering Students Satsuki TASAKA*, Mitsutoshi ISHIMURA* 2, Hikaru MIZUTANI* 3, Naoyuki

More information

The Indirect Support to Faculty Advisers of die Individual Learning Support System for Underachieving Student The Indirect Support to Faculty Advisers of the Individual Learning Support System for Underachieving

More information

Core Ethics Vol. a

Core Ethics Vol. a Core Ethics Vol. CP CP CP Core Ethics Vol. a - CP - - Core Ethics Vol. CP CP CP b CP CP CP e f a c c c c c c CP CP CP d CP ADL Core Ethics Vol. ADL ADL CP CP CP CP CP CP CP,,, d Core Ethics Vol. CP b GHQ

More information

Bull. of Nippon Sport Sci. Univ. 47 (2) ) 1) 1) 1) 2) 1) 1) 2) The study of university and technical school freshmen in judo

Bull. of Nippon Sport Sci. Univ. 47 (2) ) 1) 1) 1) 2) 1) 1) 2) The study of university and technical school freshmen in judo Bull. of Nippon Sport Sci. Univ. 47 (2) 191 199 2018 2 2014 2017 1) 1) 1) 1) 2) 1) 1) 2) The study of university and technical school freshmen in judo-therapist development courses concerning discrepancies

More information

<836F F312E706466>

<836F F312E706466> 5022381212008. 3 1 2 1 2 1 2 3 1 2 3 4 1 2 3 4 1 2 3 Real World 4 Imagined World 1 5 6 4 1792 7 4 1847 8 9 1 10 11 12 13 14 22 200 15 1 3 1783 4 16 7 8 17 2 18 3 19 20 21 22 23 1995 40 24 25 3 1 1 4 3

More information

1 4 4 [3] SNS 5 SNS , ,000 [2] c 2013 Information Processing Society of Japan

1 4 4 [3] SNS 5 SNS , ,000 [2] c 2013 Information Processing Society of Japan SNS 1,a) 2 3 3 2012 3 30, 2012 10 10 SNS SNS Development of Firefighting Knowledge Succession Support SNS in Tokyo Fire Department Koutarou Ohno 1,a) Yuki Ogawa 2 Hirohiko Suwa 3 Toshizumi Ohta 3 Received:

More information

22 Google Trends Estimation of Stock Dealing Timing using Google Trends

22 Google Trends Estimation of Stock Dealing Timing using Google Trends 22 Google Trends Estimation of Stock Dealing Timing using Google Trends 1135064 3 1 Google Trends Google Trends Google Google Google Trends Google Trends 2006 Google Google Trend i Abstract Estimation

More information

220 28;29) 30 35) 26;27) % 8.0% 9 36) 8) 14) 37) O O 13 2 E S % % 2 6 1fl 2fl 3fl 3 4

220 28;29) 30 35) 26;27) % 8.0% 9 36) 8) 14) 37) O O 13 2 E S % % 2 6 1fl 2fl 3fl 3 4 Vol. 12 No. 2 2002 219 239 Λ1 Λ1 729 1 2 29 4 3 4 5 1) 2) 3) 4 6) 7 27) Λ1 701-0193 288 219 220 28;29) 30 35) 26;27) 0 6 7 12 13 18 59.9% 8.0% 9 36) 8) 14) 37) 1 1 1 13 6 7 O O 13 2 E S 1 1 17 0 6 1 585

More information

A B C B C ICT ICT ITC ICT

A B C B C ICT ICT ITC ICT ICT Development of curriculum for improving of teachers ICT based on evaluation standards. Kazuhiko ISHIHARA Abstract Ministry of Education and Science announced Checklist of teacher s ICT in March,. All

More information

’ÓŠ¹/‰´„û

’ÓŠ¹/‰´„û Core Ethics Vol. transition from school to work [][] [] Core Ethics Vol. [], pp.- [], p. [a], p.ojt OJT. [] OJT [] [] [], p. OJTOffJTp. [] p. [], pp.- [] [] [] [] [a] [], p. Core Ethics Vol. [], p. []

More information

B_01田中.indd

B_01田中.indd A Study on the Image of the City in Contemporary Korea: Democracy and Busan Satoru Tanaka Abstract Busan has been the biggest harbor city in Korea, and ranked as one of the centers in democratization history

More information

untitled

untitled () No.4 2006 pp.50-61 1 1 ( 020-0193 152-52) 2004 2004 11 737 364 Yahoo! 35%2004 10% 39% 12%2003 15% 21% 2004 : Victoria(2001) 1989 Loma Prieta ( 2004) (disaster subculture)( 19972000 ) (2004)1997 7 10

More information

Input image Initialize variables Loop for period of oscillation Update height map Make shade image Change property of image Output image Change time L

Input image Initialize variables Loop for period of oscillation Update height map Make shade image Change property of image Output image Change time L 1,a) 1,b) 1/f β Generation Method of Animation from Pictures with Natural Flicker Abstract: Some methods to create animation automatically from one picture have been proposed. There is a method that gives

More information

2 122

2 122 32 2008 pp. 121 133 1 Received November 4, 2008 The aim of this paper is to clarify some profound changes in the language used in the visual media, especially in TV news programs in Japan, and show what

More information

23 Study on Generation of Sudoku Problems with Fewer Clues

23 Study on Generation of Sudoku Problems with Fewer Clues 23 Study on Generation of Sudoku Problems with Fewer Clues 1120254 2012 3 1 9 9 21 18 i Abstract Study on Generation of Sudoku Problems with Fewer Clues Norimasa NASU Sudoku is puzzle a kind of pencil

More information

Web Stamps 96 KJ Stamps Web Vol 8, No 1, 2004

Web Stamps 96 KJ Stamps Web Vol 8, No 1, 2004 The Journal of the Japan Academy of Nursing Administration and Policies Vol 8, No 1, pp 43 _ 57, 2004 The Literature Review of the Japanese Nurses Job Satisfaction Research Which the Stamps-Ozaki Scale

More information

24_ChenGuang_final.indd

24_ChenGuang_final.indd Abstract If rapid economic development is sure to bring hierarchical consumption (M. Ozawa), the solution can only be to give property to all of the people in the country. In China, economic development

More information

人文学部研究年報12号.indb

人文学部研究年報12号.indb 制御理論を用いた在庫管理モデルの一解析 * リードタイムが変動する場合 西平直史 1 [1, 2, 3, 4] [1] [2, 3, 4] 1 1 3 2 [2] = +w(k) d(k) (1) 2014 12 1 1 制御理論を用いた在庫管理モデルの一解析 西平 k w(k) d(k) L k u(k) (2) (1) 2 w(k) =u(k L) (2) = +u(k L) d(k) (3)

More information

161 J 1 J 1997 FC 1998 J J J J J2 J1 J2 J1 J2 J1 J J1 J1 J J 2011 FIFA 2012 J 40 56

161 J 1 J 1997 FC 1998 J J J J J2 J1 J2 J1 J2 J1 J J1 J1 J J 2011 FIFA 2012 J 40 56 J1 J1 リーグチーム組織に関する考察 松原悟 Abstract J League began in 1993 by 10 teams. J League increased them by 40 teams in 2012. The numerical increase of such a team is a result of the activity of Football Association

More information

1 1 tf-idf tf-idf i

1 1 tf-idf tf-idf i 14 A Method of Article Retrieval Utilizing Characteristics in Newspaper Articles 1055104 2003 1 31 1 1 tf-idf tf-idf i Abstract A Method of Article Retrieval Utilizing Characteristics in Newspaper Articles

More information

1 Web Web 1,,,, Web, Web : - i -

1 Web Web 1,,,, Web, Web : - i - 2015 Future University Hakodate 2015 System Information Science Practice Group Report Project Name Improvement of Environment for Learning Mathematics at FUN A ( ) Group Name GroupA (System) /Project No.

More information

特-3.indd

特-3.indd Development of Automation Technology for Precision Finishing Works Employing a Robot Arm There is demand for the automation of finishing processes that require technical skills in the manufacturing of

More information

A Study on Arifields and City Planning in the Capital Region of Japan by Naotoshi HIDAKA, Keita TEZUKA, Tsuneaki FUKUI Osamu SHINOHARA and Koichi AMANC, Abstract: Airports play very important role in the

More information

Core Ethics Vol.

Core Ethics Vol. Core Ethics Vol. Core Ethics Vol. . % % % Core Ethics Vol. %, Core Ethics Vol. % % % -. %. Core Ethics Vol. a b : Core Ethics Vol. pp... pp.. pp... pp. pp.. pp...pp.... pp. pp. pp.. pp.. Vol.. pp... pp..

More information

評論・社会科学 98号(P)☆/1.鰺坂

評論・社会科学 98号(P)☆/1.鰺坂 1 1 1 1 2 2 2 1 2 2 3 3 1 3 2 3 3 4 4 1 4 2 4 3 5 2011 5 17 2011 10 19 1 1 1 2011 2010 2008 α 100 125 230 1 2 2 2 1 2008 92 1 2 3 93 1 2 1 2 1 2 2 1992, p.40 1960 1992, p.40 3 2008, p.32 3 3 1 4 4 3 2

More information

Preliminary study of practice teaching by research interview Keiko OZAKI Keyword: practice teaching, university students, half-structural interview, intentions to become a teacher, support The purpose

More information

2 22006 2 e-learning e e 2003 1 4 e e e-learning 2 Web e-leaning 2004 2005 2006 e 4 GP 4 e-learning e-learning e-learning e LMS LMS Internet Navigware

2 22006 2 e-learning e e 2003 1 4 e e e-learning 2 Web e-leaning 2004 2005 2006 e 4 GP 4 e-learning e-learning e-learning e LMS LMS Internet Navigware 2 2 Journal of Multimedia Aided Education Research 2006, Vol. 2, No. 2, 19 e 1 1 2 2 1 1 GP e 2004 e-learning 2004 e-learning 2005 e-learning e-learning e-learning e-learning 2004 e-learning HuWeb 2005

More information

API SCORM e-learning SCORM Sharable Content Object Reference ModelSCORM e-learning e-learning SCORM SCORM SCO LMS SCORM SCORM HTML XML JavaScript SCO

API SCORM e-learning SCORM Sharable Content Object Reference ModelSCORM e-learning e-learning SCORM SCORM SCO LMS SCORM SCORM HTML XML JavaScript SCO 18 API SCORM Development of SCORM Making Support System focus on using Data Model and API Instance 1070419 2007 3 9 API SCORM e-learning SCORM Sharable Content Object Reference ModelSCORM e-learning e-learning

More information

9000000220

9000000220 Sports Heros in News coverage of Korean media and Perception of the Audience Yeo-kwang YOON, In-hee LEE, Dong-ho YEOM Abstract The goal of this study is three-fold: first, to identify patterns of hero

More information

ODA NGO NGO JICA JICA NGO JICA JBIC SCP

ODA NGO NGO JICA JICA NGO JICA JBIC SCP ODA NGO NGO JICA JICA NGO JICA JBIC SCP - - NGO NGO NGO NGO NGO NGO Roger A Hart - Potuvil UGM UGM APU NGO APU APU NGO APU NGO NGO APU APU Matara NGO ODA NGO ODA http://www.jica.go.jp/partner/college/index.html#partnership

More information

08医療情報学22_1_水流final.PDF

08医療情報学22_1_水流final.PDF 22 (1), 702002: 59 59- The Problem of Nursing Common Language for the Information Sharing in Clinical Practice The fact-finding in regard to the correspondence between name and content of nursing action

More information

, (GPS: Global Positioning Systemg),.,, (LBS: Local Based Services).. GPS,.,. RFID LAN,.,.,.,,,.,..,.,.,,, i

, (GPS: Global Positioning Systemg),.,, (LBS: Local Based Services).. GPS,.,. RFID LAN,.,.,.,,,.,..,.,.,,, i 25 Estimation scheme of indoor positioning using difference of times which chirp signals arrive 114348 214 3 6 , (GPS: Global Positioning Systemg),.,, (LBS: Local Based Services).. GPS,.,. RFID LAN,.,.,.,,,.,..,.,.,,,

More information

p _08森.qxd

p _08森.qxd Foster care is a system to provide a new home and family to an abused child or to a child with no parents. Most foster children are youngsters who could not deepen the sense of attachment and relationship

More information

kut-paper-template2.dvi

kut-paper-template2.dvi 19 A Proposal of Text Classification using Formal Concept Analysis 1080418 2008 3 7 ( ) Hasse Web Reuters 21578 Concept Explorer 2 4 said i Abstract A Proposal of Text Classification using Formal Concept

More information

Sport and the Media: The Close Relationship between Sport and Broadcasting SUDO, Haruo1) Abstract This report tries to demonstrate the relationship be

Sport and the Media: The Close Relationship between Sport and Broadcasting SUDO, Haruo1) Abstract This report tries to demonstrate the relationship be Sport and the Media: The Close Relationship between Sport and Broadcasting SUDO, Haruo1) Abstract This report tries to demonstrate the relationship between broadcasting and sport (major sport and professional

More information

44-2目次.indd

44-2目次.indd Bull. of Nippon Sport Sci. Univ. 44 (2) 77 85 2015 2014 1) 1) 1) 2) 1) 1) 2) The study of university and technical school freshmen in judo-therapist development courses concerning discrepancies in future

More information

,, 2024 2024 Web ,, ID ID. ID. ID. ID. must ID. ID. . ... BETWEENNo., - ESPNo. Works Impact of the Recruitment System of New Graduates as Temporary Staff on Transition from College to Work Naoyuki

More information

i ii iii iv v vi vii ( ー ー ) ( ) ( ) ( ) ( ) ー ( ) ( ) ー ー ( ) ( ) ( ) ( ) ( ) 13 202 24122783 3622316 (1) (2) (3) (4) 2483 (1) (2) (3) (4) (5) (6) (7) (8) (9) (10) (11) 11 11 2483 13

More information

, i

, i 23 The reserch of the users action patterns and the suitable delivery of coupons for them 1145120 2012 2 13 , i Abstract The reserch of the users action patterns and the suitable delivery of coupons for

More information

o 2o 3o 3 1. I o 3. 1o 2o 31. I 3o PDF Adobe Reader 4o 2 1o I 2o 3o 4o 5o 6o 7o 2197/ o 1o 1 1o

o 2o 3o 3 1. I o 3. 1o 2o 31. I 3o PDF Adobe Reader 4o 2 1o I 2o 3o 4o 5o 6o 7o 2197/ o 1o 1 1o 78 2 78... 2 22201011... 4... 9... 7... 29 1 1214 2 7 1 8 2 2 3 1 2 1o 2o 3o 3 1. I 1124 4o 3. 1o 2o 31. I 3o PDF Adobe Reader 4o 2 1o 72 1. I 2o 3o 4o 5o 6o 7o 2197/6 9. 9 8o 1o 1 1o 2o / 3o 4o 5o 6o

More information

ron.dvi

ron.dvi 12 Effect of occlusion and perception of shadow in depth perception caused by moving shadow. 1010361 2001 2 5 (Occlusion), i Abstract Effect of occlusion and perception of shadow in depth perception caused

More information

雇用不安時代における女性の高学歴化と結婚タイミング-JGSSデータによる検証-

雇用不安時代における女性の高学歴化と結婚タイミング-JGSSデータによる検証- 日 本 版 General Social Surveys 研 究 論 文 集 [6] JGSS で 見 た 日 本 人 の 意 識 と 行 動 JGSS Research Series No.3 JGSS Women s Higher Education and Marriage Timing in an era of employment uncertainty Yuko NOZAKI Graduate

More information

262014 3 1 1 6 3 2 198810 2/ 198810 2 1 3 4 http://www.pref.hiroshima.lg.jp/site/monjokan/ 1... 1... 1... 2... 2... 4... 5... 9... 9... 10... 10... 10... 10... 13 2... 13 3... 15... 15... 15... 16 4...

More information

FA

FA 29 28 15 1985 1993 The process of the labor negotiations of the Japan Professional Baseball Players Association, 1985 1993 ABE Takeru Graduate School of Social Science, Hitotsubashi University Abstract

More information

Title 中国における大学入試改革の動向 : 地方 大学への権限委譲に関する一考察 Author(s) 楠山, 研 Citation 京都大学大学院教育学研究科紀要 (2005), 51: 128-141 Issue Date 2005-03-31 URL http://hdl.handle.net/2433/57556 Right Type Departmental Bulletin Paper

More information

1 [1, 2, 3, 4, 5, 8, 9, 10, 12, 15] The Boston Public Schools system, BPS (Deferred Acceptance system, DA) (Top Trading Cycles system, TTC) cf. [13] [

1 [1, 2, 3, 4, 5, 8, 9, 10, 12, 15] The Boston Public Schools system, BPS (Deferred Acceptance system, DA) (Top Trading Cycles system, TTC) cf. [13] [ Vol.2, No.x, April 2015, pp.xx-xx ISSN xxxx-xxxx 2015 4 30 2015 5 25 253-8550 1100 Tel 0467-53-2111( ) Fax 0467-54-3734 http://www.bunkyo.ac.jp/faculty/business/ 1 [1, 2, 3, 4, 5, 8, 9, 10, 12, 15] The

More information