2.3 ITSS
5.2.2 ITSS
IT u 8 b
b b
b b 5.2.1 b ForceAtlas2
u
Sb 5.4 2 c
b c 8 b
Sb b u
5.4
2
cForceAtras2 b b b 5.1
u
106
5.4 u IT
IT b
u b u
c b u S
sb u b c
5.1 b
b u ForceAtras2 c b
b c u u b
o b ForceAtlas2 b
b b 20 t
o
5.1 b b b
5.2 Sb .
5.1b i 5.2b c t
c c 2 b u b
c o u u
5.1 b b b
"
"
!
!
"
!
!
"
!
!
%96$
.59"48
$0"35$+
$0"35$+
&-+
*/7(.28+
9)+
8!6'8+
19)8 .7#+
1,#28+
107
5.2 b b b
"
"
!
!
"
!
!
"
!
!
%96$ - 86.31 85.34 44.20 89.89 89.12 111.19 41.79 .59"48
$0"35$+
86.31 - 117.24 73.36 90.17 76.76 77.31 80.76
$0"35$+ 85.34 117.24 - 99.53 56.80 76.99 84.69 82.06
&-+
*/7(.28+
44.20 73.36 99.53 - 52.00 44.95 45.96 36.25
9)+ 89.89 90.17 56.80 52.00 - 52.76 57.04 99.76
8!6'8+ 89.12 76.76 76.99 44.95 52.76 - 59.34 67.02
19)8 111.19 77.31 84.69 45.96 57.04 59.34 - 40.67 .7#+
1,#28+
41.79 80.76 82.06 36.25 99.76 67.02 40.67
-ITSS b b b u[Rasha
2012] b c b
b u
u b 5.1
b b u
cSb c s
b c ub b c
u o u b o cSb c
Sb u
5.5 b c Sb b
b b u c
b c Sb b b b
u S b
d u b d
b u u
u u bc b b u
108
u t b c b
u
5.5 b
5.5 (1)b c a
t b b c
(3) ITスペシャリスト
(5) マーケティング (8) プロジェクトマネージメント
(1) アプリケーションスペシャリスト
(6) セールス (7) コンサルタント
(4) ITアーキテクト (2) ソフトウェアデベロップメント
アプリケーションスペシャリスト ソフトウェアデベロップメント ITスペシャリスト ITアーキテクト
マーケティング セールス コンサルタント プロジェクトマネージメント
凡例
109
5.5 (2)b c
c a u IT b b
c b t b u
b b c 5.5 (4)bIT 5.5 (5)b
b s u
5.5 (8)b c b b s u
b
b b b s u b
b Sb u
5.5 (6)b 5.5 (4)b b
b s u 5.5 (6)b c c
S T ub
b c b u
u
b b u 5.5
c s u
b b b
o 5.3 .
5.3b t IT
. c
0.8
Sb c S )
t u s u
110
5.3 b
) .
. )
( )
)
b c c s
u bb Sb c u t 5.2.1 i
b b c b b c
c u bb s b ub
ub c b u u
5.3
5.3.1 D
b A 2012
A c 7,500 b
b b u
c b s
u 2011 4 A 2,500
B 1,500 C 4,200 b3 t(A b
) b b s u
111
cA b WEB 2012 2 ~3
c u u
c97% c1,014
A c b o ITSSb11 [METI 2003]
b c
c b b b
b Sb c b
I b
c ITSSb b
b b u b
u biSRF u ITSS c b 1
b c b u b
u o b u c u b
t t u s u
b c ITSS b
s m b u
Sb u c b n
s c u
b c ITSS b Sb b
5.4 b b b u
u o ( )b c 19.2% 5 1
u b c ITSS b u
88 b b Sb
u u b u c1 s7b7 t Sb c0 u
112
5.4 b
5.5 b u b u
o b c c ITSS
7 b 80% b
u mu
IT
5.5
113
5.3.2
b b
c u G X X
1 U G Sb U
u
2 b A u 1 b
2.1 A u Ac
2.2 G Ac I d Ac u
2.3 Ac u An u
2.3.1G An I d Ac
Ac Anb (Ac,An) u
2.4 U,Ac U,Ac bweight
b Ub A u b 1 u
3 t
4 ForceAtras2 Layout u
b b 5.6 5.7 b c
bweight b u
5.6 5.7 b 5.6
ID002 (a) c IT
b t
sb c b
u c b b
u t b t o
u s u
ID003 (b) c
b t Sb c
b u c b
114
b u
t b
u s u
ID002 ID003c c
t 26 u b
Sb b c t u u
u ID012 ID014
u Sb c 5.7 (c),(d) t u
b i u t
u u t b
Sb u
(
I
(
0 (
1 ( .
2 ( .
115
( b
(a)
(b)
116
) b (c)
(d)
117
5.4
c IT
(ITSS) s S b
u s
b ub b
u
sb u u t
b Sb u
u
b b c b b
b s b
ub ub c b u
bb b ms 5.5 5.3 b s b
b b u c
u s u b
c
118
119
S 6
ITSS . 1 4
I 63
i e l y
e n l S l
4 99 i l ] S ynn i
] SlS kn Tl
iS[ l n lS
T R e
ne i S n
r
e n gS
120
2
i ) e 4 99 e
] e
121
4 I 63
i n
T gS
4 I
S c n n n
n n
職種 複合名詞
名詞 Legends
IT アーキテクト アプリケーション
スペシャリスト
データモデリング
データ モデリング
IT アーキテクト IT スペシャリスト
アプリケーション
アーキテクチャ アプリケーション開発プロセス
アプリケーション
アーキテクチャ 開発
プロセス (a)
(b)
122
= gn S iR 4 99
i 4 P P
] S ne 4
P P
P ] S n n i R
> gn gn c n
S iR 4 P P
n ] P
P n ] S n
P P
P iS e P
i ] 4 P
P i P
iR S y P
P l S
n T n ] ( n
n cn R
S
4 63
S l
e S g n n i e
T n y
S n i l
r T n i l uk
S l T
a l = = > w be
i ] S cn
123
gnyn gnyn w be iR n n T n
i l uk S eSni n
a
3 V JR XDJ B B
8 A 1 = S
4 2 ,4 2 ,4 2 +4 2 l
J1 J2
CN 1
CN 2
CN 3 N3 N4
N1 N2
CN 4 N7
J3
N8
N5
Legends
職種 複合名詞 名詞
J1 J2
CN 2
CN 3 N3
N4 N5
N6
J1 J2
CN 1
CN 2
CN 3
N3 N5
N1
N4 N2
CN 4
J3
J1 CN J2
2
CN 3 N3
N5 N6 CN
5 N4
N9
(a) (b)
(c) (d)
124
> n gS > > g
n gn c 8 A n S
36 gn S > l 36 gn
S n 36 n S
e 4 2 ,4 2 eS ne
3 . V JR XDJ B B
n gS n =
n [ 36 36( 36( 36 ic d
] S iR = S y 8 A 1
4 2 ,4 2 ,4 2 +4 2
iR n n i l iR
y T S S iR ne
3 JR R J B V S BN C
XBuk S
n n i
4 2 ,4 2 , 4 2 l
n n 2 2 gS e 8 A 1i 4 2 +4 2
iR e 2 2 c d gn gn S
3 4 2 ,4 2 ,4 2( S n
l n S n S n
S iR ne
3 V JR R J B S BN C
XB B
n n
4 2 ,4 2 ,4 2 ,4 2 l
125
n gS n i
e gag n
cn Sa y gn iR e n
gn n ] e
n l gn c d e
iR a S 8 A 2
4 2 ,4 2(
iR 8 A 3 4 2 ,4 2 l
in e n i ] ] n
eyn
n i ] n
BHG IJI =@?DCA>
K 3 ,
# 4 -
$
5
,/
% .
&
6
-' .
4 63T
S
] S a n l
7=BA8= 7=BA < 2 C <
R
e n i ] n
126
7=BA8= n S
cn n n
n l T e n iR l 7=BA8=
[ n n ) S
in ] n n
FJ
E
138723:9
"
.0" !$)&
!&!!
!%%(
!"'!
.0% !$!) !%'% !$") !"#(
.0# !#$" !%$$ !##! !!*)
.0$ !#$" !%$$ !##! !!*)
#
.0$ !&("
!&)$
!("%
!#("
.0# !%#* !&!! !&#% !#!*
$
.0" !%&&
!&&!
!%#"
!"'#
.0% !$'% !&!! !"*% !"##
.0# !#($ !%&) !"%! !!*(
.0$ !#($ !%&) !#%& !"!&
0# !")#
!%#$
!!$#
!!''
0% !")# !$*$ !!#* !!''
0$ !")# !$*$ !!(" !!(!
&
.0$ !%%%
!&#*
!&!!
!"*$
.0& !$$$ !%(% !$"* !"%'
0$ !###
!%(%
!#$'
!!*(
0% !### !%#* !"'( !!*(
127
n n (n
e]a 7=BA8= n ( n e]a
Sa n S y n n e i l e
ne e
a
3 V JR XDJ B B
gS n 4
S v = !!(!,!)
!∈!
!!!
5 n
in iR
3 . V JR XDJ B B
e
i in Se e in n
T
S v = !!(!,!)
!∈!
!!!
n n iR
i e i n i
4 2 04 2 l 4 2 /4 2 ( 4 2 04 2 l
4 2 /4 2 l S n
4 2 04 2 l 3 4 2 04 2 l
3 n i SlS 3 3
n yniR i 3
g n S w
gS i l w
T
: n 6 n cn n
n n w A = = w [ n
128
:
d v,k = !!!!!(!!,!!!!)
l
n d > :
n wA >
n wA > :
> n S
A > : / ) n A > / iR n n w
(n T l
( w [
( S 36 5 n w [ n 2 1
2 1 / A 2 2 A 2 2 A 2 1 / ) )
/
l 36 n n w [ n e
凡例
職種 複合名詞 名詞
J1 J2
CN
2 CN
3
N3
N4 N5
N6
w(j,s) w(s,k)
1
0.5 0.5
1
0.5 0.5
0.5
129
(
n 36 n 9 36 S CN2 = !! !,!
!∈!
/ 2 1 2 2 2 2 2 2
2 2( 2 2) 2 1
/ / ) l
( 36 n n w [ n 2 1
2 2 )
2 2 )
2 2
2 2( )
2 2) )
2 1
n i A > : n i wi ]b
n ] n S kT n e cn
) l )n n S
) w ] n n
<!& !&++" "<
"
#
$
&
130
)n n ).A > : .
n n ] n e l e
A > : / +) n n n l n
n S
A > : / +)n n ] n n
FJE
"
.0" !&$'
.0% !%*&
.0# !%((
.0$ !%((
#
.0$ !($(
.0# !'$'
$
.0" !&)(
.0% !&$!
.0# !&!' .0$ !%*%
0# !%*%
0% !%&%
0$ !%"*
&
.0$ !'"!
.0& !&$(
0$ !&("
0% !&!(
131
4
I 63
i n i e
n T n Re a i
4 99 [ l gS n l
i n S i
e n gS
. 14 3
471 4 99 in ] n l S
n i
n
4 4
n n ] S ) e
4
n gS y c n ] S + e ITSSi
[ IT n l
SE
S e l iR S [METI2003] ITSSi
SE
] S
ITSS [ in l iR
) +i n ] S
n nw eyn n4 99 [ in
132
l gS i S
[IPA 2012b]
6.5 n
[IPA 2012b]
6.6 n
133
[IPA 2012b]
6.7 / / n
6.8 IPA [ n
ソフトウェアデベロップメント
IT アーキテクトプロジェクトマネジメント
マーケティング
セールス コンサルタント
IT スペシャリスト
アプリケーション スペシャリスト
IPAキャリアパスモデル例における職種遷移 ITSSにおける代表的なキャリアパス例
134
4 I
S + e471
[ n e i e
n n
n n Re a
n n T
n i = n n n
n T n i e
S i A > : / +) e
> n n n n w b gS
n T n i
e T ] ( n n cn
R e ] Se
S
(a)全ノードのスコアリング
(b)職種間共通スキル・知識 の抽出
Start
End
135
e ] e
gS e a n n w b S ]
e R e g i l
全ノードの スコアリング
ノードｖ VのスコアS(v)を算出 実務能力マップ中の全ノードVを抽出
V中の全ノードに対して スコア算出が完了？
No
Yes
職種間共通スキル・知識 の抽出
2つの職種間で パス長4以下の最短パスを列挙
2つの職種の 組み合わせパターンを列挙
全ての職種組み合わせで 職種間共通スキル・知識
の抽出が終了？
Yes
パス長4以下の最短パス上にある 複合名詞ノードを抽出
全てのパス長4以下の最短パス 上の複合名詞ノード抽出が
完了？
No
No
Yes
抽出した複合名詞ノードを スコアが降順となるようにソート End
End
(a) (b)
136
R e cn +
P
P P
N i l[ l lS gS
n P
I=J P P
R e
e4 99 [ l gS
e ] e
n ] eynn
n ] eynn
+ i l
DCA
( ( ( ( ( ( ( ( (
I=J (
(
137
n n
0; DCA
+ + +(
( +
) +
+
+ +
+ + +
n n
0; DCA
4
+ +
( +
) +
+(
+ 4 +
+ + +
138
n ) y S
g
T ] e ) n g[
S cn T cn )g
n iycn iR
n n e n i l
r T n i l
uk S l T e c i n471
S n
] S 4 gS y
n n
n n
4
0; DCA
+ + +(
( +
) +
+
+ +
+ + +
l S g
n
T ] e gn g[ S
139
cn T cn gn
iycn iR
n T
n T
i e n ]
e S i c n
4 iy l
n i e n
n i l n i S
i i ) i e
r e n
gS e
i e T n
y S e
l y e n l
S l 4 99 i l ]
S ynn i ] a kn Tl
iS[ l n
lS ST R i e n
S n i yn
140
141
) 70 l n FC
C M a
a I
l u C a C h
M i a 1 5
5 2 u C
u C a C
6270 n l /
/
F
oa n
u I u M
u o l
C FC a u
M
M n FC a l
a
a h 2 C SaaS
o e
e a l CM u
T l C M
a
142
u Fo T Ca
l M C M M u
o / o /
u / /.. /
C T / u F
T a m P C
F /.. o
u M a C C u h /.. a
o a C
a Fo n u d
e Cl C
n u M a C u
TM a h 4
n T u u ”
n M
” o M u
o u u
F c
o u M n
M u
5 a n u I u
u u l
M u 3
u C IT o u
u u u
FC a u C u
u M n
CM u h
e C a P
143
T u M M u M n
n u I u l
u u l
M I
6 a u M u
o u
C a n
a C o M u
u dM n
C n
u Co
S u C
o u C
u T
u MM a h u
ITSS F u
u a o
o
o / e u
T uT
C u F M n T
o S M u M n u
d I u M
n M I
F i C
h 5
FC a io 5.5 c 5.3
o IC t a
o
M C a u C u CI C T o
144
u C M n
u T u
Ca l u T
u C
a C
5 e a
u u u
a C
s h I
l l C C
M o aM n u
u u CI C h u
a M o /
a C
( 1 n c
C C a u S
M In o
i tS M n
u d I u C M o
a
l
u C C a C C o a
u t C T o
u u e ( )
tS C u t
OJT t F T
o l u
C a C P M h
145
u C C M a T
F l u l C
C a C P M T h T
T u I n
M T T u l M
a n u
u l n l u
M n l e u CI C h
C u
CI C
146
147
148
149
[Abran 2003]
Abran, J.M., Desharnais, S. Oligny, D. St-Pierre and C. Symons.,
“COSMIC FFP Measurement Manual - Version 2.2, The COSMIC Implementation Guide for ISO/IEC 19761: 2003," École de technologie supérieure – ETS, Montréal Canada, p. 81(2003)
[Akama 2006]
, “ 2
”, . NLC,
106(190), pp.19-24 (2006) [Akama 2007a]
, “
”, .
2007(49), pp.49-56 (2007) [Akama 2007b]
, ”
: ”,
. 2007(78), pp.63-70
(2007) [Albrecht 1979]
Albrecht, A.J., , “Measuring Application Development Productivity,” In Proceedings of the Joint SHARE/GUIDE/IBM Application Development Symposium, October, pp. 83–92. (1979)
[Asahara 2003a]
, : “ version 2.3.3
”, (2003)
[Asahara 2003b]
, : ipadic version 2.7.0 ,
150
(2003) [Boehm 1984]
Boehm, B.W. “Software Engineering Economics”, IEEE Trans. on Soft.
Eng., vol.10, no.1, pp4-21 (1984) [Brin 1998]
S. Brin and L. Page., “The anatomy of a large-scale hypertextual Web search engine”, Computer Networks and ISDN Systems, Vol. 30, No. 1-7, pp. 107–117 (1998)
[Bruce 1978]
B. Bruce and D. Newman, “Interacting plans,” Cognitive Science, vol. 2, no. 3, pp. 195–233, (1978)
[CAO 2004]
(IT ) , e-Japan 2004 , (2004)
[CAO 2005]
(IT ), IT
2005 - IT - , (2005)
[Capers 2006]
Capers Jones, Social and Technical Reasons for Software Project Failures , Crosstalk(2006)
[Cockburn 2002]
Cockburn, A., Agile Software Development , Pearson Education (2002)
( , ,
, 2002 ) [Cusumano 2004]
A , ,
(2004) [DeMarco 1999]
DeMarco, T. & Lister, T.R., Peopleware: Productive Projects and Teams (2nd edition) , Dorset-House (1999)
151
( , 2
, BP ,2001 ) [Erikson 1968]
Erikson, E.H., Identity : Youth and Crisis , W.W.Norton & Co. (1968)
( - - , ,1982 )
[Feldman 2012]
Feldman, J., “InformationWeek Reports ::Research: 2012 Enterprise Project Management. “, InformationWeek, UBM Tech. (2012)
http://reports.informationweek.com/abstract/83/8656/IT-Business-Strat egy/research-2012-enterprise-project-management.html?cid=pub_analy t__iwk_20120213
[Freeman 1977]
Freeman Linton C., "A set of measures of centrality based on betweenness”, Sociometry, 40, pp.35–41 (1977).
[Freeman 1979]
Freeman Linton C., "Centrality in social networks conceptual clarification.", Social networks 1.3, pp.215-239 (1979).
[Fujii 2002]
, : “World Wide Web
”, , Vol.J85-D-II, No.2, pp.300 (2002) [Gouldner 1957]
Gouldner,A.W., “Cosmopolitans and Locals: Toward an analysis of latent social roles I”, Administrative Science Quarterly, Vol.2, pp.281-306 (1957)
[Granovetter 1973]
Granovetter, Mark. "The strength of weak ties." American journal of sociology78.6 (1973)
[Grishman 1986]
Ralph Grishman: Computational Linguistics: An Introduction , Cambridge Univ Press (1986)
152
[Hall 1976]
Hall, D. A., Occupations and the Social Structure , Prentice-Hall (1976)
[Hamel 1994]
Gray Hamel, C. K. Prahalad, Competing for the Future , Harvard Business Review July-August 1994, Harvard Business School Press (1994)
[Hammer 1995]
Michael Hammer, The Reengineering Revolution , Collins Business (1995)
[Hanaoka 1992]
, , (1982)
[Hirano 1996]
, ,
(1996) [Hirano 1999]
, ,
(1999) [Hosono 2003]
( ), :2 , , pp85-95 (2003) [IFPUG 2011]
IFPUG: International Function Point Users Group, (2011) http://www.ifpug.org/
[IPA 2004a]
,
, (2004)
[IPA 2004b]
, 1950 ~2002
- , (2004)
153
[IPA 2004c]
, ,
(2004) [IPA 2005]
, IT
, (2005)
[IPA 2008a]
IT ,
( ) , (2008)
[IPA 2008b]
,
, 2007 ,
(2008) [IPA 2011]
, IT V3 2011 , (2011)
[IPA 2012a]
, (
) , (2012)
[IPA 2013a]
, IT 2013 – - ,
(2013) [IPA 2013b]
, ,
(2013) [IPA 2013c]
, 2012
, (2013)
[IPA 2013d]
, “IT ”
154
(2013)
http://www.ipa.go.jp/jinzai/itss/itss12.html [IPAexam 2002b]
, 13
, (2002)
[iSRF 2012]
IT , IT 2012
, IT [James 2007]
James S. and Shane W., The Art of Agile Development: With Extreme Programming , Oreilly & Associates Inc. (2007)
[JIPDEC 2003]
, IT
, (2003)
[JIS 1994]
, JIS X0001 - (ISO/IEC2382-1: 1993,
Information Technology - Vocabulary - Part 1: Fundamental terms,
1993) , (1993)
[JIS 1996]
, JIS X 0160
(ISO/IEC 12207:1995, Information technology -Software life cycle processes, 1995) , (1996)
[JISA 2013]
, 2013 ,
(2013) [Jung 1946]
Jung, C. G., The Stage of Life (In The Collected Works of Carl G. Jung , Volume 7) , Princeton University Press (1946)
[Kadota 2005]
, “
155
”, 46(5),
pp1155-1164(2005) [Kakimoto 2006]
,”
”, . D, J89-D(12), pp.2602-2611 (2006) [Kaneko 1999]
, , (1999)
[Kanemitsu 2003]
(2003)
[Kawano 2002]
, , , ,
, (2002)
[Kin 2003]
, , , , ,
10 , (2003) [Kita 1999]
, , (1999)
[Kudo 2004]
, , ”Conditional Random Fields ( )”,
2004(47), pp.89-96 (2004) [Lenhert 1981]
W. LEHNERT, “Plot units and narrative summarization,” Cognitive Science, vol. 5, no. 4, pp. 293–331 (1981)
[Levinson 1978]
Levinson, D. J., The Seasons of a Man’s Life , Random House Inc.
(1978),
( , ( )( ) , , 1992 )
156
[Mathieu 2011]
Mathieu, J., and Tommaso, V. ,”ForceAtlas2, A Graph Layout Algorithm for Handy Network Visualization”.(2011)[Online]
http://webatlas.fr/tempshare/ForceAtlas2_Paper.pdf [Mani 2001]
Inderjeet Mani, Automatic Summarization , John Benjamins Publish (2001)
[Marshall 2002]
Marshall, P., Offshore Development Reduces Cost, Decreases Production Cycle , Tech Republic (2002)
[Masuoka 1992]
, , , (1992)
[Matsuoka 2000]
, , , , ,
, (2000)
[Matsumoto 2001]
, , ” ”,
NL-143-7 (2001) [McBreen 2002]
McBreen, P., Software Craftmanship: The New Imperative (1st
edition) , Addison-Wesley ( , ,
)(2002) [METI 2003]
(IT ), IT -IT
-(Ver1.1) , (2003)
[METI 2010]
, 2010
, (2010)
157
[METI 2013]
, , (2013)
[MEXT 2005]
, (IT)
, (2005)
[MEXT 2012]
, IT
( 19 ) ,
(2012) [MHLW 2004]
, 16 ,
, (2004)
[MHLW 2011]
, 23 ,
, (2011)
[MIC 2002]
, ( 11 ) , (2002)
[MIC 2007]
, ( 12 ) , (2007)
[Microsoft 2007]
Microsoft IME 2003 (2007),
http://www.microsoft.com/japan/office/previous/2003/ime/default.mspx [Miyashita 2001]
, ,
(2001) [Miwa 2001]
, ,
(2001) [Miwa 2004]
, “
-158
-“, 6
2 , pp26-37 (2004) [Miwa 2010]
, “ :
”, . 2010, 17, p.
49-65., (2010)
[Munakata 2002]
, , (2002) [Newman 2008]
Newman, Mark EJ. "The mathematics of networks." The new palgrave encyclopedia of economics 2 (2008), pp.1-12. (2008)
[Nikkei 2002]
IT (2002 9 ), 1 IT 10
, BP (2002) [Nikkei 2003]
IT (2003 10 ), 2 IT
, BP (2003) [Nikkei 2009]
, “ 800 -
800 ITpro,”,(2009)
http://itpro.nikkeibp.co.jp/article/COLUMN/20090128/323651/
[Ohsugi 2006]
,
, SEC journal 2(1), pp16-25(2006) [Ohta 1993]
, ,
(1993) [Page 1998]
L. Page, S. Brin, R. Motwani, and T. Winograd., “The pagerank citation
159
ranking”, Bringing order to the web (1998) [Popping 2003]
R. Popping, “Knowledge Graphs and Network Text Analysis,” Social Science Information, vol. 42, no. 1, pp. 91–106 (2003).
[Pressman 2005]
Pressman, S. R., Software Engineering: A Practitioner s Approach (6th edition) , The McGraw-Hill Companies (2005)
[Rasha 2012]
Rasha E. A., Chikako Morimoto and Kazuhiko Tsuda, “An effective index to learn Software Engineering by using ITSS”, KES 2012 Proceedings pp.875-884 (2012)
[Robert 2002]
Robert L. Glass, Facts and Fallacies of Software Engineering , Addison-Wesley Professional(2002)
( , 55 10 ,
, 2004 ) [Saramaki 2007]
J. Saramäki, M. Kivelä, J.-P. Onnela, K. Kaski, and J.
Kertész, ”Generalizations of the clustering coefficient to weighted complex networks”, Physical Review E 75.2, 027105 (2007)
[Shirota 2007]
, SaaS :
, (2007)
[Sopen 2004]
S open ,
, BP (2004) [Strike 2001]
Strike, K., El Eman, K., and Madhavji, N., “Software Cost Estimation with Incomplete Data”, IEEE Trans. on Soft. Eng., vol.27, no.10, pp.890-908 (2001)
160
[Tao 1996]
, ,
(1996)
[Tokumaru 2009]
, “ :
”, NUCB journal of economics and information science, 53(2) (2009)
[Tokunaga 1999]
: “ , 5”, (1999)
[Totsuka 1990]
, ,
(1990) [Tsuji 2008]
, “
”, Vol.49 No.5 (2008) [Tsujii 1999]
, , , 4 ,
(1999) [Tsunoda 2005]
,”
”, Vol.46 No.5,
pp1155-1164 (2005) [Ulrik 2007]
Ulrik Brandes and Christian Pich, “Centrality Estimation in Large Networks.”, International Journal of Bifurcation and Chaos 17(7), pp.2303-2318 (2007)
[Umezawa 2000]
, , (2008)
[Umezawa 2004]
,
--161
, 2004 :21 ,
(2004) [Umezawa 2007]
,
--, 13 ,
(2007) [Weinberg 1986]
Weinberg, G. M., Becoming a technical leader: an organic problem-solving approach , New York: Dorset House Publishing(1986)
( ,
-, , 1991 )
[Weinberg 1988]
Weinberg, G. M., The Psychology of Computer Programming , Van Nostrand Reinhold A Division of Wadsworth (1988)
( , -
, , 1994 )
[Yamaguchi 2003]
, , (2003)
[Yoshida 2008]
( ),
( ), ,
(2008) [Yoshimura 2000]
, , (2000)
162
163
[1] Koji Tanaka, Chieko Matsumoto and Kazuhiko Tsuda: “Conformity Evaluation System Based on Member Capability Information in the Software Projects”, Lecture Notes in Computer Science, Springer Berlin / Heidelberg, Volume 6883, Knowledge-Based and Intelligent
Information and Engineering Systems, pp.328-335 (2011)
[2] Koji Tanaka, Masakazu Takahashi, and Kazuhiko Tsuda: “Comparison of Centrality Indexes in Network Japanese Text Analysis”,
International Journal of e-Education, e-Business, e-Management and e-Learning Vol. 3(1),pp.37-42 (2013)
[3] Koji Tanaka, Chikako Morimoto, Yoshikatsu Fujita and Kazuhiko Tsuda: “The Optimal Configuration Method of Software Engineer to IT Project”, International Journal of Computer Applications in Technology, Inderscience(2014.2 accepted)
[1] Koji Tanaka, Chikako Morimoto and Kazuhiko Tsuda: “Visualization of the Business Capabilities Network by ITSS Document Analysis”,
Proceedings of the 7th International Conference on Project Management (ProMAC2013), pp.142-149 (2013)
[2] Koji Tanaka and Kazuhiko Tsuda: “An Extraction Method of ITSS Common Skill Knowledge using Japanese Text Network Analysis”, Procedia Computer Science, Elsevier B.V., Volume 35, 2014,
Knowledge-Based and Intelligent Information & Engineering Systems 18th Annual Conference, KES-2014, Gdynia, Poland, pp.918-926 (September 2014)