BI Studie 2011 - Business Intelligence Software Systeme

29

Transcript of BI Studie 2011 - Business Intelligence Software Systeme

Page 1: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 1/28

Page 2: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 2/28

 Kcdhlz

8# ]oy~oyz 8

9# Fkclfkzvcn 9

7# Hcikfzfy vcj Lýwvcnfc =

:# Fynfickwwf 90

:#8# Kcdovwf"Ifzykfi cogd wzhye }fyiyfkzfz " Bkfzbojfllf ~kf WhhW vcj HWP cfdbfc qv 90

:#9# Pyojvezehzfnoykfc ‗ IK ikfzfz bfdy hlw Yfpoyzkcn 98

:#7# Evcjfcmoevw - Qkflnyvppf 99

:#:# Eowzfc }hykkfyfc wzhye 97

:#6# Fkcwhzqnfikfzf }oc Ivwkcfww"Kczfllknfcgf"Womz~hyf 97

:#=# Mvcezkochlkzêz jfy IK"Lýwvcnfc kc Hjbkckwzyhzkoc, Jhzfcwhbblvcn, Jhzfchvw~fyzvcn

vcj Yfpoyzkcn 9:

:#># Zfgdcolonkwgdf Ihwkw 94

6# Mhqkz 77

=# Zkppw müy jkf Womz~hyffkcmüdyvcn 7=

># Hc~fcjfyifykgdzf :0

4# Dfyhvwnfifykcmoybhzkoc =4

;# Hlpdhifzkwgdfy Dfywzfllfy" vcj Pyojvezkcjft =;

80# Pyojvez" vcj Lfkwzvcnwpyomklf >8

88# ^fkzfyf Wzvjkfc vcj Jkfcwzlfkwzvcnfc 876

Page 3: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 3/28

 

8

8# ]oy~oyz

Wfdy nffdyzf Lfwfykc vcj wfdy nffdyzfy Lfwfy,

~ky myfvfc vcw wfdy üify Kdy Kczfyfwwf hc jfy }oylkfnfcjfc WomzZyfcj Wzvjkf qvb Zdfbh Ivwkcfww

Kczfllknfcgf Womz~hyf#

Jfy wgdcfllf Qvnykmm hvm hllf eykzkwgdfc Vczfycfdbfcwjhzfc kwz flfbfczhyf ]oyhvwwfzqvcn müy jkf

fymolnyfkgdf Vczfycfdbfcwwzfvfyvcn# Jkf Qfkzfc, kc jfcfc Bhchnfy bkz Dklmf }oc vbwzêcjlkgdfc,

hvm~fcjkn nfpmlfnzfc vcj ckgdz eocwkwzfczfc Ftgfl"Zhifllfc Fczwgdfkjvcnfc zyfmmfc bvwwzfc, nfdý"

yfc dfvzf nlügelkgdfy~fkwf kc }kflfc Vczfycfdbfc jfy ]fynhcnfcdfkz hc# Ivwkcfww Kczfllknfcgf $IK+

vczfywzüzqz Fczwgdfkjfy, kcjfb Vczfycfdbfcwjhzfc nfwhbbflz, wzyvezvykfyz, hvwnf~fyzfz vcj }fy"

wzêcjlkgd hvmifyfkzfz ~fyjfc# Ifwocjfyw kb Plhcvcnw" vcj Mkchcqifyfkgd }oc Vczfycfdbfc ~fyjfc

IK"Lýwvcnfc fkcnfwfzqz# Wkf vczfywzüzqfc kb Yfpoyzkcn vcj Yfgdcvcnw~fwfc vcj fybýnlkgdfc nf"

chvf Hchl{wfc üify Xvhlkzêz, Yfczhiklkzêz vcj Pyojvezk}kzêz fkcqflcfy Nfwgdêmzwifyfkgdf# Bkz fkcfy

nffkncfzfc IK"Lýwvcn lhwwfc wkgd wo hvw jfy eobplftfc Hcwhbblvcn }oc Jhzfc vcj Qhdlfc jkf vc"pyomkzhilfc Hyifkzwwgdykzzf vcj Pyojvezf fybkzzflc# Cfifc nyýßzbýnlkgdfy Zyhcwphyfcq dflmfc IK"

Lýwvcnfc qvjfb, jkf nfwfzqlkgd }oynfwgdykfifcfc Gobplkhcgf"Yfnflc qv fymüllfc#

Jkf Chgdmyhnf kwz fcoyb# IK"Womz~hyf ioobz vcj dhz wkgd bkzzlfy~fklf

hlw fknfcfw Wfnbfcz jfy Vczfycfdbfcwwomz~hyf fzhilkfyz# Hvmnyvcj

jkfwfy Fcz~kgelvcn dhifc ~ky }oc WomzWflfgz vcw jhqv fczwgdlowwfc,

fywzbhlw fkcf Wzvjkf fknfcw jfb IK"Wfnbfcz qv ~kjbfc# Jhqv dhifc

~ky üify 60 chbdhmzf Hcikfzfy bkz kcwnfwhbz >0 Womz~hyf"Lýwvcnfc

kb jfvzwgdwpyhgdknfc Yhvb fkcfy vbmhcnyfkgdfc vcj jfzhkllkfyzfc

Hchl{wf vczfyqonfc# Fymhdyfc Wkf dkfy, ~flgdf Býnlkgdefkzfc jkf }fy"wgdkfjfcfc W{wzfbf ikfzfc vcj ~flgdf Mvcezkocfc bkzzlfy~fklf qvb

Wzhcjhyj nfdýyfc5 ~oykc wkgd jkf hcnfiozfcfc Lýwvcnfc vczfywgdfk"

jfc, bkz ~flgdfy zfgdcolonkwgdfc Ihwkw jkf Womz~hyf"Hcikfzfy qv

üifyqfvnfc }fywvgdfc, ~flgdf Qkflnyvppfc vcj Vczfycfdbfcwnyý"

ßfc hinfjfgez ~fyjfc vcj }kflfw bfdy#

Hvw bfkcfy fknfcfc Ifyhzvcnwzêzknefkz ~fkß kgd cvy qv nvz, ~kf wgd~fy }kflfc Fczwgdfkjfyc jfy

Wgdykzz qvy Fkcykgdzvcn iq~# Fycfvfyvcn fkcfw IK"W{wzfbw mêllz# Jkfw lkfnz qv fkcfb Nvzzfkl hvgd hc jfy

wgd~fy üifywgdhvihyfc ]kflqhdl hc Hcikfzfyc vcj Lýwvcnfc# Vcj qvb hcjfyfc hc jfy Eobplftkzêz

jfy Bhzfykf# Jkf Kdcfc dkfy }oylkfnfcjf Wzvjkf iykcnz Lkgdz kcw Jvcefl# Wkf }fybkzzflz Kdcfc fkcfÜifywkgdz üify jkf yflf}hczfc Hcikfzfy hvm jfb jfvzwgdfc Bhyez vcj jfc zfgdckwgdfc Fcz~kgelvc"

nfc vcj nkiz Kdcfc bkz ~fyz}ollfc Zkppw Fczwgdfkjvcnwdklmfc müy Kdyfc fknfcfc Hvw~hdlpyoqfww hc

jkf Dhcj# ̂ fcc ~ky Wkf ifk wpfqkmkwgdfc Myhnfwzfllvcnfc ojfy ifk jfy Vbwfzqvcn Kdyfw Womz~hyf"

Pyoafezfw vczfywzüzqfc eýccfc, wzfdf kgd Kdcfc afjfyqfkz nfycf pfywýclkgd qvy ]fymünvcn#

Dfyqlkgdwz, Kdy Bkgdhfl Nozz~hlj

Page 4: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 4/28

 

9

9# Fkclfkzvcn

Bhyeznfwgdfdfc

Womz~hyf"Dfywzfllfy pyomkzkfyfc 9088 }ob ^kyzwgdhmzwhvmwgd~vcn, jfy qv fkcfy jfvzlkgd nfwzfknfyzfc

Kc}fwzkzkocwifyfkzwgdhmz kc jfc Vczfycfdbfc nfmüdyz dhz# Jfy KZ"Bhyez kwz hvm ̂ hgdwzvbwevyw# ]ollfHvmzyhnwiügdfy kc }kflfc Iyhcgdfc vcj fkcf hcqkfdfcjf Eocavcezvy kc jfy nfwhbzfc JHGD"Yfnkoc

dhifc ifk dkfwknfc Mkybfc qv fkcfy wzfknfcjfc Chgdmyhnf chgd Vczfycfdbfcwwomz~hyf nfmüdyz# Kc

jfy Mkchcq" vcj ̂ kyzwgdhmzweykwf hvmnfwgdoifcf KZ"Pyoafezf ~fyjfc cvc qvcfdbfcj yfhlkwkfyz#

Kcwifwocjfyf IK"Lýwvcnfc wzfdfc kb Moevw jfy Fczwgdfkjfy kc jfc Vczfycfdbfc# Kb FYP Zyfcj Yf"

poyz 9080, fkcfy }oc WomzWflfgz jvygdnfmüdyzfc Hc~fcjfyifmyhnvcn vczfy bfdy hlw 890 bkzzflwzêcjk"

wgdfc Vczfycfdbfc hvw Kcjvwzykf vcj Dhcjfl, nhifc >> & jfy Fczwgdfkjfy hc, bkz Dklmf }oc Vczfy"

cfdbfcwwomz~hyf jkf –Opzkbkfyvcn }oc Pyojvezkocwpyoqfwwfc }oyhczyfkifc“ qv ~ollfc# Kc jfy Zhz

eýccfc IK"Hcikfzfy bkz yhwhcz wzfknfcjfc Vbwhzqqhdlfc hvmzyvbpmfc# Wfliwz kc jfy Eykwf nflhcn fw,

jfc Vbwhzq wzhikl qv dhlzfc vcj nfnfc jfc Zyfcj bojfyhz qv ~hgdwfc# Jkfw lkfnz qvb fkcfc jhyhc,jhww IK"W{wzfbf fywgd~kcnlkgdfy nf~oyjfc wkcj vcj wo hvgd elfkcf vcj bkzzflwzêcjkwgdf Vczfycfd"

bfc }oc Vczfycfdbfcwwzfvfyvcnw"Womz~hyf pyomkzkfyfc eýccfc# Qvb hcjfyfc wkcj fw kcifwocjfyf

Ihcefc, jkf jkf Vczfycfdbfc qvy Fkcmüdyvcn }oc IK"Womz~hyf jyêcnfc, jh wkf ifk jfy Eyfjkz}fynhif

hvm wgdcfll qvnêcnlkgdf vcj hvwwhnfeyêmzknf Vczfycfdbfcwjhzfc hcnf~kfwfc wkcj#

^hyfc jkf Ahdyf 900> vcj 9004 cogd }oc wzhyefc Eocwolkjkfyvcnwpyoqfwwfc vcj jk}fywfc Üifychd"

bfc kb IK"Womz~hyfbhyez nfefccqfkgdcfz $Oyhglf ehvmzf D{pfykoc, WHP üifychdb Ivwkcfww Oiafgzw

vcj KIB Goncow+, kwz jkf Pdhwf jfy Bhyezeocqfczyhzkoc afjogd qvcêgdwz }oyifk# Jkf Hcqhdl jfy Hc"

ikfzfy vcj jfy Lýwvcnfc wzfknz ~kfjfy#

Jkf nyoßfc Plhzqdkywgdf ~kf Oyhglf, WHP, KIB, WHW vcj Bkgyowomz jobkckfyfc ~fkzfydkc jhw Nfwgdf"

dfc bkz fkcfb Bhyezhczfkl }oc qvwhbbfc fz~h =0 &# Jogd nkiz fw jhcfifc fkcf ]kflqhdl }oc elfk"

cfc, hvmwzyfifcjfc Vczfycfdbfc, jkf bkz kcjk}kjvfllfb Qvwgdckzz pvcezfc eýccfc# Hvm jfb jfvz"

wgdfc Bhyez wkcj qvyqfkz gh# 990 Hcikfzfy bkz IK"Lýwvcnfc pyêwfcz#

Zyfcjw vcj Fcz~kgelvcnfc kb Ifyfkgd Ivwkcfww Kczfllknfcgf

Hlw ~fwfczlkgdf Zyfcjw kb IK"Wfnbfcz wkcj }oy hllfb Glovj Gobpvzkcn, Opfc"Wovygf"Hc~fcjvcnfc

vcj jkf }fywzêyezf Vczfywzüzqvcn boiklfy Fcjnfyêzf qv ifoihgdzfc1

•  Glovj Gobpvzkcn bkzzflw kczfycfznfwzüzqzfy Womz~hyf"Hc~fcjvcnfc kwz jhw KZ"Zyfcjzdfbhwgdlfgdzdkc vcj bhgdz hvgd }oyb yfgdfckczfcwk}fc IK"Wfnbfcz ckgdz dhlz# ̂ kf hvw vcwfyfb

eüyqlkgd fywgdkfcfcfc WhhW Zyfcj Yfpoyz 9088 dfy}oy nfdz, fymyfvz wkgd Womz~hyf hw h Wfy}kgf

$WhhW+ kc jfc Vczfycfdbfc jhce wfkcfy kcjk}kjvfll hcphwwihyfc Wehlkfyihyefkz qvcfdbfcjfy

Iflkfizdfkz# Nfyhjf müy elfkcf vcj bkzzflwzêcjkwgdf Vczfycfdbfc ~kyj pyomfwwkocfllf IK"

Womz~hyf jvygd mlftkilf Bkfzbojfllf fywz fywgd~kcnlkgd# Qhdlyfkgdf Hcikfzfy yfhnkfyfc hvm 

jkfwfc Zyfcj vcj ikfzfc bkzzlfy~fklf wonhy Fkcqflplhzqlýwvcnfc hc#

•  Jogd hvgd Lýwvcnfc hvm Opfc"Wovygf"Ihwkw ~fyjfc hvmnyvcj jfy kcjk}kjvfllfc Hcphwwihy"

efkz vcj jfy nfykcnfyfc Kbplfbfczkfyvcnweowzfc qvcfdbfcj chgdnfmyhnz# Fkcknf Hcikfzfy

dhifc wkgd hvm jkf Hcphwwvcn vcj Fcz~kgelvcn }oc Opfc"Wovygf"Lýwvcnfc wpfqkhlkwkfyz vcj

üifyqfvnfc jvygd fkc nvzfw Pyfkw"/Lfkwzvcnw}fydêlzckw#

Page 5: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 5/28

 

7

•  Jfy ̂ vcwgd, hvm qfczyhlf Vczfycfdbfcwjhzfc afjfyqfkz vcj üifyhll Qvnykmm qv dhifc,

~êgdwz# Kbbfy bfdy Hcikfzfy zyhnfc jkfwfy Fcz~kgelvcn Yfgdcvcn, kcjfb wkf Wgdckzzwzfllfc

qv –Boiklf Jf}kgfw“ ~kf Wbhyzpdocfw vcj Zhilfz"Gobpvzfyc ifyfkzwzfllfc# 

]fyiyfkzvcn }oc IK"Lýwvcnfc

Kbbfydkc :;,; & jfy üify 9#000 }oc Womz"

Wflfgz kc Yhdbfc fkcfy Hc~fcjfyifmyhnvcn

kczfy}kf~zfc Vczfycfdbfc ifcvzqfc if"

yfkzw IK"W{wzfbf ojfy IK"Bojvlf ifwzfdfc"

jfy FYP"W{wzfbf# IK"Lýwvcnfc eobbfc

bkzzlfy~fklf kc hllfc Iyhcgdfc qvb Fkcwhzq#

Ifwocjfyf ]fyiyfkzvcn mkcjfc wkf }oy hllfb

kb kcjvwzykfllfc Vbmflj# Dkfy ifcvzqfc if"

yfkzw >: & jfy Vczfycfdbfc IK"

Mvcezkochlkzêzfc# Hvgd kb Dhcjfl eobbfc

IK"Lýwvcnfc bkz =9,= & }fybfdyz qvb Fkc"

whzq# Cvy kb Jkfcwzlfkwzvcnwwfezoy mêllz jkf

Xvozf bkz 89,4 & jfvzlkgd nfykcnfy hvw#

]oy hllfb Nyoßvczfycfdbfc }fyzyhvfc ifyfkzw mhwz jvygdnêcnkn hvm IK"W{wzfbf qvy Wzfvfyvcn kdyfy

Nfwgdêmzwhilêvmf# Elfkcf vcj bkzzflwzêcjkwgdf Vczfycfdbfc dkcnfnfc dhifc kc jfy ]fynhcnfcdfkz

hvmnyvcj jfw yflhzk} dodfc Kbplfbfczkfyvcnwhvm~hcjfw omz cogd }oy jfy Fkcmüdyvcn fkcfy vczfy"

cfdbfcw~fkzfc IK"Lýwvcn qvyügenfwgdyfgez# Jvygd jkf ]fyiyfkzvcn vcj qvcfdbfcjf Heqfpzhcq }oc

WhhW"Bojfllfc wkcj fw hify nfyhjf jkfwf Vczfycfdbfc, jkf qvyqfkz }fywzêyez kc IK"Lýwvcnfc kc}fwzkf"

yfc#

^oyhvm eobbz fw hc?

Fkc nvzfw IK"W{wzfb woll ckgdz cvy Jhzfcbhzfykhl hvmifyfkzfc, wocjfyc jkf hezk}f Nfwzhlzvcn hllfy

ehvmbêcckwgd yflf}hczfc Pyoqfwwf fybýnlkgdfc# IK nfdz jhbkz üify jhw yfkcf Goczyollkcn dkchvw# Vb

jkf ]fyifwwfyvcn }oc Nfwgdêmzwpyoqfwwfc qv fyyfkgdfc, kwz fw qvcêgdwz coz~fcjkn, jhw IK"W{wzfb

býnlkgdwz fkcmhgd vcj býnlkgdwz zkfm kc ifwzfdfcjf FYP"W{wzfbf qv kczfnykfyfc#

Fkc ~fkzfyfy fczwgdfkjfcjfy Fymolnwmhezoy ifk jfy Hc~fcjvcn }oc IK"Lýwvcnfc lkfnz kc jfy Jhzfcxvh"

lkzêz# Nvzf Jhzfc dhifc fkcf fkcdfkzlkgdf Wzyvezvy, wkcj }ollwzêcjkn, eocwkwzfcz vcj eoyyfez vcj ~fy"jfc wzfzw hvm jfb cfvfwzfc Wzhcj nfdhlzfc# Cvy ~fcc jkfwf Xvhlkzêzweykzfykfc müy jkf Wzhbb" vcj

Zyhcwhezkocwjhzfc fymüllz ~fyjfc, ehcc fkcf IK"Lýwvcn }fylêwwlkgdf Yfwvlzhzf lkfmfyc# Bhcnfldhmzf

Jhzfc lkfmfyc mhlwgdf Fynfickwwf vcj eýccfc wobkz qv mhzhlfc Mfdlfczwgdfkjvcnfc müdyfc#

Cfifc jfy Jhzfcxvhlkzêz kwz jkf Pfymoybhcgf jfy W{wzfbf müy }kflf Hc~fcjfy }oc fczwgdfkjfcjfy

Ifjfvzvcn# Omzbhlw nfdz fw jhyvb, býnlkgdwz wgdcfll Fczwgdfkjvcnfc qv zyfmmfc# Kcwifwocjfyf êlzfyf

IK"W{wzfbf nfifc dkfy Vczfycfdbfc Nyvcj qvy Elhnf, jh wkf qv lhcnf müy jkf Hvw~fyzvcn vcj jkf

Hvmifyfkzvcn jfy Jhzfc iyhvgdfc# Jogd hvgd bojfycf IK"W{wzfbf wzoßfc hc kdyf Nyfcqfc, ~fcc

vcnfmklzfyz hllf Vczfycfdbfcwjhzfc jvygd fkc IK"W{wzfb fymhwwz ~fyjfc wollfc# Fkcf ]oyhvw~hdl,

~flgdf Jhzfc müy eücmzknf Fczwgdfkjvcnfc jkf Nyvcjlhnf ikljfc wollfc, kwz hvgd wzyhzfnkwgd vchvw"~fkgdlkgd#

0,0&

90,0&

:0,0&

=0,0&

40,0&

>:,0&

=9,4&

89,4&

]fyiyfkzvcn }oc IK"W{wzfbfc $c2909:+

Kcjvwzykf Dhcjfl Jkfcwzlfkwzvcnfc

Page 6: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 6/28

 

:

Kc mücm Wgdykzzfc qvb nf~ücwgdzfc Fynfickw

Vb jkf nfmoyjfyzf Dobonfckzêz jfy Jhzfc qv fyyfkgdfc, ~kyj hvm Bhwzfy"Jhzh"Bhchnfbfcz"

W{wzfbf vcj Jhzfcihcefc qvyügenfnykmmfc# Wkf }fy~hlzfc vcj opzkbkfyfc jkf fknfcfc Jhzfc hvw jfcvczfywgdkfjlkgdfc W{wzfbfc vcj Ifyfkgdfc vcj ifyfkzfc wkf müy jkf Cvzqvcn vcj ^fkzfy}fy~fcjvcn

kc jfc Opfyhzk}w{wzfbfc hvm#

Jkfwfy Pyoqfww lêwwz wkgd }fyfkc"

mhgdz kc mücm Wgdykzzf hvmzfklfc1

8# Qvcêgdwz büwwfc jkf kc fkcfb

Vczfycfdbfc ifwzfdfcjfc ]oy"

w{wzfbf hcnfphwwz vcj hvm jkf

Zyhcwhezkocwhi~kgelvcn bkz jfb

IK"W{zfb }oyifyfkzfz ~fyjfc#

9# Kc fkcfb q~fkzfc Wgdykzz ~fy"

jfc jkf qvb Zfkl wfdy vczfy"

wgdkfjlkgdfc Jhzfkfc vcj Moybh"

zf kc fkcf eocwkwzfczf Moyb nf"

iyhgdz# Jkfwfy Pyoqfww jfy Jhzfc"

kczfnyhzkoc fymolnz chgd jfb

Jyfkwgdykzz Ftzyhezkoc, Zyhcwmoy"

bhzkoc vcj Lhjfc " evyq FZL#

7# Jkf wo nf~occfcfc Jhzfc ~fyjfc kc wonfchcczfc Jhzh ̂ hyfdovwfw ojfy kc jfc elfkcfyfc Jhzh

Bhyzw vczfycfdbfcw~fkz nfwhbbflz vcj qfczyhl hinflfnz#

:# Hvw jfy Bhwwf hc Jhzfc ~fyjfc jhcc bkzzflw bfdyjkbfcwkochlfy Hchl{wfc, jfb wonfchcczfc

Jhzh"Bkckcn, jkf hvwwgdlhnnfifcjfc Kcmoybhzkocfc dfyhvwnfmklzfyz# Jhifk ~fyjfc Jhzfc~üymfl ~kf

jfy OLHP"Gvif fkcnfwfzqz# Wkf nfcfykfyfc nfwgdêmzwyflf}hczf Jhzfc, kcjfb wkf Vczfycfdbfcwjhzfc

~kf Vbwêzqf, Lhnfyifwzêcjf vcj Hiwhzqqhdlfc kc Yflhzkoc qv }oyjfmkckfyzfc Jkbfcwkocfc ~kf Qfkz,

Mklkhlf, ]fyeêvmfy fzg# wfzqfc#

6# Jhjvygd eýccfc IK"W{wzfbf hvm jfy Yfpoyzkcn"Fifcf eoceyfzf Hvwwhnfc fybýnlkgdfc1 ̂ kf qvbIfkwpkfl ~flgdf Mklkhlf bkz ~flgdfb Pyojvez jfc dýgdwzfc Vbwhzq fyqkflz# Jkf fymoyjfylkgdfc Kcmoy"

bhzkocfc eýccfc bkzzflw Jhwdiohyjw, Gogepkzw vcj Wgoyfghyjw nyhmkwgd hvmifyfkzfz ~fyjfc vcj fy"

býnlkgdfc wo fkcf lfkgdzfyf Üifywkgdz#

Page 7: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 7/28

 

6

Wzolpfywzfkcf vcj ~kf bhc wkf vbnfdz

Jkf Evcjfcqvmykfjfcdfkz ifk IK"Pyojvezfc

kwz wzhye }fyifwwfyvcnwmêdkn# Kc fkcfy }oc

WomzWflfgz jvygdnfmüdyzfc Vbmyhnf vczfy

bfdy hlw 8#000 Vczfycfdbfc nhifc cvy6:,8 & hc, bkz kdyfb IK"W{wzfb qvmykfjfc

ojfy wfdy qvmykfjfc qv wfkc# Jhbkz kwz jkf

Evcjfcqvmykfjfcdfkz ifk IK jfvzlkgd nfykc"

nfy hlw ifk hcjfyfc Ivwkcfww"Womz~hyf"

Pyojvezfc ~kf DY"Pyojvezfc $>6,7 &+ vcj

FYP"W{wzfbfc $=4,> &+# Lfjknlkgd jkf

Qvmykfjfcdfkz ifk GYB"W{wzfbfc mêllz bkz

:4,4 & cogd nfykcnfy hvw#

Hvw vcwfyfc yfnflbêßkn jvygdnfmüdyzfcVczfywvgdvcnfc ifk Hc~fcjfyc }oc

Vczfycfdbfcwwomz~hyf vcj hvw vcwfyfy Ifyhzfyzêzknefkz efccfc ~ky jkf Pyoilfbf vcj ̂ ücwgdf jfy

Evcjfc nfchv# ]oy hllfb wgdlfgdzf Jhzfcxvhlkzêz vcj bhcnflcjf Pfymoybhcgf jfy IK"Lýwvcnfc woy"

nfc ifk }kflfc Hc~fcjfyc müy ]fyjyvww# Vb jkfw qv }fybfkjfc, wollzfc molnfcjf Yhzwgdlênf ifyüge"

wkgdzknz ~fyjfc1

Jfy nyýßzf Mfkcj fkcfw fymolnyfkgdfc IK"Pyoafezfw kwz, ~kf wgdoc fy~êdcz, jkf bhcnfldhmzf Jhzfcxvh"

lkzêz# Wkf kwz qvnlfkgd jfy dêvmknwzf Eykzkepvcez jfy Hc~fcjfy# Jkf Vywhgdf dkfymüy lkfnz qvbfkwz jhykc,

jhww kc jfc }fywgdkfjfcfc Hizfklvcnfc vczfywgdkfjlkgdf Womz~hyf vcj Jhzfcwzhcjhyjw }fy~fcjfz

~fyjfc# Qvjfb eobbz fw qv vcfy~ücwgdzfc Jopplvcnfc, ~fcc Ifyfkgdf jkf nlfkgdfc Vczfycfd"bfcwjhzfc wfphyhz }oyyêzkn dhlzfc# Nfyhjf jkf Mhgdifyfkgdf wzfdfc fkcfy fymolnyfkgdfc Hc~fcjvcn

}oc Ivwkcfww Kczfllknfcgf jfw Ýmzfyfc kb ̂ fn# Qvb Zfkl }fyefccfc wkf jkf flfbfczhyf Ifjfvzvcn

fkcfw fkcdfkzlkgdfc Ifykgdzw~fwfcw, qvb hcjfyfc Zfkl müygdzfc wkf vb kdyf Fknfcwzêcjknefkz, jyêcnfc

hvm kcjk}kjvfllf Yfpoyzkcnw ojfy ~ollfc jkf fknfcfc Efccqhdlfc ckgdz vczfycfdbfcw~fkz pyfkwnfifc#

Vb jkfwf Pyoilfbhzke qv vbnfdfc, yhzfc ~ky jhqv, jkf Fkcmüdyvcn fkcfw IK"W{wzfbw wzyhzfnkwgd hc"

qvnfdfc# Jkf Pyoafezvbwfzqvcn wollzf –zop"jo~c“ fymolnfc vcj bhßnfilkgd hvm jfy Nfwgdêmzwmüd"

yvcnwfifcf nfplhcz vcj nfwzfvfyz ~fyjfc# Jh fw müy jfc Fymoln fkcfw IK"Pyoafezfw fczwgdfkjfcj kwz,

jhww jkf }fywgdkfjfcfc Ifyfkgdf vcj Bkzhyifkzfy hezk} bkz~kyefc vcj eoyyfezf Jhzfc üifybkzzflc, kwz

jfy Yügedhlz jvygd jkf Nfwgdêmzwmüdyvcn vbwo ~kgdzknfy#

]oy hllfb kb hcnflwêgdwkwgdfc Yhvb dhz wkgd jkf Fkcykgdzvcn fkcfw qfczyhlfc Eobpfzfcqqfczyvbw müy

Ivwkcfww Kczfllknfcgf, jhw wonfchcczf IKGG, if~êdyz# Jvygd jkf Fyykgdzvcn fkcfw wolgdfc Qfczyvbw

wollfc }fyikcjlkgdf Wzhcjhyjw vczfycfdbfcw~fkz mfwznflfnz, jkf Mhgdifyfkgdf eoczyollkfyz vcj wobkz

jkf Eocwkwzfcq jfy Jhzfc nf~êdylfkwzfz ~fyjfc#

Qvjfb nflkcnz fw kbbfy bfdy IK"Lýwvcnfc, jkf }oydhcjfcf Jkweyfphcq q~kwgdfc jfc Hcmoyjfyvcnfc

jfy Womz~hyf chgd Dobonfckzêz vcj Qfczyhlkwkfyvcn vcj jfc Ifjüymckwwfc jfy Hc~fcjfy chgd Mlftk"

iklkzêz vcj Kcjk}kjvhlkzêz hvwqvnlfkgdfc vcj ifwwfy hvwqvihlhcgkfyfc#

0,00&

90,00&

:0,00&

=0,00&

40,00&

>6,7&=4,>&

:4,4&6:,8&

Evcjfcqvmykfjfcdfkz ifk

Vczfycfdbfcwwomz~hyf $c28084+

DY"Womz~hyf FYP"Womz~hyf

GYB"Womz~hyf IK"Womz~hyf

Page 8: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 8/28

Page 9: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 9/28

Page 10: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 10/28

Jkfw kwz fkcf ]oywgdhv# Ckgdz hllf Wfkzfc ~fyjfc hcnfqfknz# Ifwzfllvcn vczfy1 WomzZyfcj Wzvjkf 9=8 " IK Womz~hyf 9088 

Page 11: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 11/28

 

90

0&

90&

:0&

=0&

40&

800&

;:&

:;&:8&

Hllnfbfkcfw qvb Pyojvez

$c2>0 Pyojvezf+

Joppflcfccvcnfc vcj Fczdhlzvcnfcbýnlkgd

Kcdovwf"Ifzykfi jfy Lýwvcn býnlkgd

HWP $Hpplkghzkoc Wfy}kgf Pyo}kjkcn+"Ifzykfi

~kyj hcnfiozfcWhhW ~kyj hcnfiozfc

:# Fynfickwwf

Müy jkf }oylkfnfcjf Hchl{wf ~vyjfc 68 Hcikfzfy vcj >0 IK"Lýwvcnfc dfyhcnfqonfc# Jfc hvw gh# 900

Myhnfc ifwzfdfcjfc Myhnfcehzhlon vcj jkf Hvw~fyzvcn kwz jfy Wzvjkf kb Hcdhcn ifknfmünz

:#8# Kcdovwf"Ifzykfi cogd wzhye }fyiyfkzfz " Bkfzbojfllf ~kf WhhW vcj HWP cfdbfc qv

Jkf bfkwzfc IK"Lkfmfyhczfc ikfzfc Kdyf Lýwvcnfc

chgd ~kf }oy hlw elhwwkwgdf Kcdovwf"Lýwvcn hc# Jkfw

qfknz jkf cfifcwzfdfcjf Nyhmke# ;: & jfy kc jfy

Ifmyhnvcn vczfywvgdzfc Lýwvcnfc ehcc }oy Oyz

$kcdovwf+ kb Vczfycfdbfc ifyfkznfwzfllz ~fyjfc#

Oi~odl }kflf Vczfycfdbfc jfb WhhW"Ifzykfi nf"

yhjf ifk wo vczfycfdbfcweykzkwgdfc Kcmoybhzkocw"

w{wzfbfc ~kf Ivwkcfww Kczfllknfcgf cogd bkz nyo"

ßfc ]oyifdhlzfc nfnfcüifywzfdfc, ~fyjfc Bkfz"bojfllf ~kf WhhW ojfy HWP müy echpp jkf Dêlmzf jfy

Lýwvcnfc hcnfiozfc# Jkfwfy ̂ fyz jfgez wkgd bkz

jfc Fynfickwwfc jfy WomzZyfcj Wzvjkf 9=0 FYP"

Womz~hyf 9088

WhhW nklz hlw Chgdmolnfy jfw Hpplkghzkoc Wfy}kgf

Pyo}kjkcn $HWP+ vcj nfdýyz wobkz qv jfc Oc"

Jfbhcj"]fyehvmwbojfllfc# Jkf Ifyfkzwzfllvcn jfyWomz~hyf fymolnz kb WhhW"Bojfll hlw Jkfcwzlfkwzvcn

üify fkcfc Kczfycfzhcwgdlvww, ~oifk jkf Hc~fcjvcnfc üify fkcfc nf~ýdclkgdfc ̂ fiiyo~wfy nf"

cvzqz ~fyjfc# Hlw ]oyzfklf ~fyjfc }oc pozfcqkfllfc Evcjfc kcwifwocjfyf jkf Hiyfgdcvcn chgd zhz"

wêgdlkgdfy Cvzqvcn, jkf lfkgdzf Wehlkfyihyefkz, jkf nfykcnfyfc Kc}fwzkzkocweowzfc, wgdcfllf Fkcwhzqif"

yfkzwgdhmz vcj fy~fkzfyzf Wfy}kgfhcnfiozf jfy Hcikfzfy nfchccz# Eoczyoll}fylvwz, Hidêcnknefkz }ob

Hcikfzfy vcj Wkgdfydfkzwlügefc ~fyjfc dkcnfnfc hlw Chgdzfklf dfy}oynfiyhgdz# –Fgdzf“ WhhW"

Pyojvezf ~fyjfc }oc Ifnkcc hc ftzfyc vcj ckgdz ifkb Evcjfc nfdowzfz# Jkf Lýwvcn bvww qvjfb

bfdybhcjhczfcmêdkn wfkc, j# d#, Jhzfc }oc }fywgdkfjfcfc Evcjfc büwwfc nfzyfccz }fyhyifkzfz vcj

}oynfdhlzfc ~fyjfc eýccfc, odcf fkcf wfphyhzf Dhyj~hyf"Kcmyhwzyvezvy hvmihvfc qv büwwfc# Hpplk"

ehzkocfc büwwfc wobkz ckgdz bfdy nfehvmz, kcwzhllkfyz vcj hjbkckwzykfyz ~fyjfc, wocjfyc ~fyjfc hlw

Wfy}kgf nfcvzqz# 

vczfy ;= Hcikfzfyc bkz kcwnfwhbz

87; Lýwvcnfc# Jfy Hczfkl hc WhhW"mêdknfc Lýwvc"

nfc lhn kb FYP"Wfnbfcz fifcmhllw ifk :8 &#

Jkf Heqfpzhcq }oc WhhW"Bojfllfc ifk jfc KZ"]fyhcz~oyzlkgdfc kc jfc Vczfycfdbfc wzfknz, ~kf jfy

}oc WomzWflfgz eüyqlkgd fywgdkfcfcf WhhW Zyfcj Yfpoyz 9088 nfqfknz dhz# Kbbfydkc 9: & hvw jfb

elhwwkwgdfc Bkzzflwzhcj vcj wonhy :> & jfy avcnfc, chgd 900= fczwzhcjfcfc Vczfycfdbfc wkcj WhhW

nfnfcüify hvmnfwgdlowwfc fkcnfwzfllz#

Jhww WhhW jfc Bhyez müy IK"W{wzfbf nyvcjwêzqlkgd }fyêcjfyc ~kyj, kwz vczfy Ftpfyzfc vcwzykzzkn# ]fy"

wgdkfjfcf Bfkcvcnfc ftkwzkfyfc afjogd jhyüify, kc ~flgdfb Bhßf vcj kc ~flgdfy Moyb jkfw nf"

wgdfdfc ~kyj# Fkcf }oc WomzWflfgz dêvmkn ~hdynfcobbfcf Hvmmhwwvcn kwz, jhww WhhW qvcêgdwz cvy hlwD{iykjhcwhzq yfhlkwkfyz ~fyjfc ehcc, hlwo kc fkcfy Go"Ftkwzfcq bkz Kcdovwf"Lýwvcnfc# Hvwnfiyfbwz

~kyj jhw cfvf Jkwzykivzkocwbojfll jhifk lhvz Wpfqkhlkwzfc v# h# jhjvygd, jhww Bkzhyifkzfy kc jfc KZ"

Page 12: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 12/28

 

98

Hizfklvcnfc jfy Hc~fcjfy vb kdyf Hyifkzwplêzqf ihcnfc vcj jkf Vbwzfllvcn jfy Jkwzykivzkoc jvygd

jkf Hcikfzfy hvmnyvcj mfdlfcjfy Fymhdyvcn wfdy wgd~fymêllkn }ollqonfc ~kyj#

Kc qhdlyfkgdfc Ifyhzvcnwnfwpyêgdfc }oc WomzWflfgz kc 9080 vcj 9088 eocczfc }oy hllfb jkf jyfk mol"

nfcjfc Nyücjf müy jkf Qvyügedhlzvcn ifk jfy Fkcmüdyvcn }oc WhhW fybkzzflz ~fyjfc1

8# Wkgdfydfkzwifjfcefc1 Fw nkiz qvyqfkz cogd ]oyifdhlzf, ~fcc fw jhyvb nfdz, wfcwkilf Vczfycfd"

bfcwjhzfc kc fkc ftzfycfw Yfgdfcqfczyvb hvwqvlhnfyc# Jhyhc wgdlkfßfc wkgd hvgd Ifjfcefc üify

jkf Lhvmwkgdfydfkz hvmnyvcj jfy Hidêcnknefkz jfy Kczfycfzlfkwzvcn vcj ifjkcnz hvgd jfw Kczfycfzqv"

nykmmw hc#

9# Jkf Nfiüdyfc/Zhykmf müy WhhW"Lýwvcnfc wkcj kb IK"Vbmflj zfkl~fkwf cogd wfdy dogd# Jkfw dhz dêv"

mkn qvy Molnf, jhww jfy qv Ifnkcc fybkzzflzf Eowzfc}oyzfkl jvygd Kc}fwzkzkocwfkcwphyvcnfc ifk nfchvf"

yfy Ifzyhgdzvcn jfy Hcnfiozf wgdcfll dkcmêllkn ~kyj# Kc Hidêcnknefkz jfy ]fyzyhnwlhvmqfkz wzfllz wkgd

jkfwfy Eowzfc}oyzfkl dêvmkn cogd lfjknlkgd hlw evyqmykwzkn }fybkfjfcf Ehpkzhlikcjvcn jhy# Jkf Kc}fwzkzk"

ocweowzfc kc fkcf Womz~hyf eýccfc ifk fkcfy Bkfzlýwvcn, ~kf wkf WhhW jhywzfllz, wobkz dfvzf kc Hi"dêcnknefkz jfy Lhvmqfkz dýdfy hlw jfy Ehvm fkcfy Womz~hyf bkz fczwpyfgdfcjfy Wgdhmmvcn jfy qvnfdý"

yknfc Kcmyhwzyvezvy hvwmhllfc#

7# Nhcq fczwgdfkjfcj müy jkf Qvyügedhlzvcn kwz hvw Wkgdz }oc WomzWflfgz }oy hllfb jhw vcqvyfkgdfcjf

vcj ckgdz bhyezeocmoybf Hcnfioz }oc WhhW"Lýwvcnfc kcwifwocjfyf kb Ifyfkgd IK" vcj Iyhcgdfc"

womz~hyf# Fw jhym afjogd jvygd jkf ]fywgdêymvcn jfw ̂ fzzif~fyiw jh}oc hvwnfnhcnfc ~fyjfc, jhww

dkfy kc jfc cêgdwzfc Ahdyfc fkcf jfvzlkgdf ]fyifwwfyvcn q# I# kc pvcgzo mlftkilfyf Pyfkwbojfllf wzhzz"

mkcjfc ~kyj#

:#9# Pyojvezehzfnoykfc ‗ IK ikfzfz

bfdy hlw Yfpoyzkcn

Mhwz hllf dkfy vczfywvgdzfc IK"

Pyojvezf fkncfc wkgd müy jkf Fywzfl"

lvcn }oc Yfpoyzw# Hvgd jfy OLHP"

^üymfl qvy Hchl{wf jfy Jhzfc mkc"

jfz kc 47 & jfy Lýwvcnfc ]fy~fc"

jvcn# Bfdy hlw jyfk ]kfyzfl jfy

Lýwvcnfc nyfkmz hvm jhw Pykcqkp FZL$Ftzyhezkoc, Zyhcwmoybhzkoc vcj

Lhjfc+ qvy Jhzfcnf~kccvcn qv"

yüge# Fkc Jhzh~hyfdovwf iq~# fkc

elfkcfyfy Jhzh Bhyz ~kyj }oc =; &

iq~# 6; & jfy Lýwvcnfc ifyfkznf"

wzfllz# Jkf Hchl{wffywzfllvcn jvygd

Jhzh Bkckcn ~kyj }oc ~fcknfy hlw

jfy Dêlmzf jfy IK"Pyojvezf hinf"

jfgez#

0&

80&

90&

70&

:0&

60&

=0&>0&

40&

;0&

800&

;:&

47&>>&

=;&

6;&

:7&

Pyojvezehzfnoykfc$c2>0 Pyojvezf+

Joppflcfccvcnfc vcj Fczdhlzvcnfc býnlkgd

Yfpoyzkcn OLHP"Hpplkehzkoc FZL

Jhzh ̂ hyfdovwf Jhzh Bhyz Jhzh Bkckcn

Page 13: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 13/28

Jkfw kwz fkcf ]oywgdhv# Ckgdz hllf Wfkzfc ~fyjfc hcnfqfknz# Ifwzfllvcn vczfy1 WomzZyfcj Wzvjkf 9=8 " IK Womz~hyf 9088 

Page 14: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 14/28

 

94

:#># Zfgdcolonkwgdf Ihwkw

Müy jkf If~fyzvcn jfy zfgdcolonkwgdfc Ihwkw jfy vczfywvgdzfc IK"Lýwvcnfc ~hyfc wfgdw Myhnfcehzh"

lonf bhßnfilkgd1

• Kc ~flgdfy Pyonyhbbkfywpyhgdf ~vyjf jkf Womz~hyf fcz~kgeflz?

•  Hvm ~flgdfc Wfy}fyifzykfiww{wzfbfc lêwwz wkgd jkf Womz~hyf kcwzhllkfyfc?

•  Bkz ~flgdfb Glkfcz"Ifzykfiww{wzfb wkcj jkf Pyonyhbbf eobphzkifl?

•  ^kf kwz jkf Ifcvzqfyoifymlêgdf nfwzhlzfz?

•  Hvm ~flgdf Jhzfcihcefc ehcc qvyügenfnykmmfc ~fyjfc?

•  ^ojvygd ~kyj jkf Wkgdfydfkz jfy Lýwvcnfc nf~êdylfkwzfz?

h+ Fcz~kgelvcnwvbnfivcn/Wpyhgdf

Ah}h vcj jkf }fywgdkfjfcfc G"Pyonyhbbkfywpyhgdfc ~fyjfc }oc jfc Fcz~kgelfyc jfy IK"Womz~hyf

if}oyqvnz fkcnfwfzqz# Jhdkczfy molnfc HWP $Hgzk}f Wfy}fy Phnfw+ vcj ]kwvhl Ihwkg# 9> & jfy Pyonyhb"

bkfyfy nykmmfc qvjfb hvm fkcf fknfcf Fcz~kgelvcnwvbnfivcn qvyüge# PDP, Oyhglf, Ihwkg vcj W{ihwf

mkcjfc ommfcihy ~fcknfy wzhyef ]fyiyfkzvcn müy IK"Pyojvezf# Cvy }fyfkcqflz eobbfc Goiol, Ioylhcj,

Pyonyfww, Mlhwd, Gfczvyh Nvpzh vcj YPN qvb Fkcwhzq#

Fcz~kgelvcnwvbnfivcn/Wpyhgdf

Ah}h :> &

G' :8 &

G%% 77 &

Hgzk}f Wfy}fy Phnfw $HWP+ 78 &]kwvhl Ihwkg 70 &

Fknfcf Fcz~kgelvcnwvbnfi# 9> &

PDP 8> &

G 8= &

Oyhglf ; &

Ihwkg = &

W{ihwf = &

Goiol : &

Ioylhcj 7 &

Pyonyfww 7 &Mlhwd 7 &

Gfczvyh Nvpzh 8 &

YPN 8 &

Page 15: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 15/28

 

9;

i+ Wfy}fyplhzzmoyb

Hc ̂ kcjo~w müdyz efkc ^fn }oyifk1 Mhwz hllf IK"W{wzfbf vczfywzüzqfc ̂ kcjo~w 9004 Wfy}fy wo~kf

jkf êlzfyfc Pyojvezf ̂ kcjo~w 9000 Wfy}fy vcj CZ# Zyozq wzhyefy ]fyiyfkzvcn }oc Lkcvt"Wfy}fyc wkcj

cvy echpp jkf Dêlmzf jfy vczfywvgdzfc Lýwvcnfc bkz Lkcvt eobphzkifl# Hvgd VCKT ~kyj lfjknlkgd }oc

76 & vczfywzüzqz# ^fy dkcnfnfc cogd jhw }fyhlzfzf OW/:00 ojfy Cfz~hyf kb Fkcwhzq dhz, müy jfc mêllzjkf Hvw~hdl hc býnlkgdfc IK"Hcikfzfyc üifywgdhvihy hvw ‗ kc jkfwfb Mhll ikfzfz wkgd fkc ^fgdwfl jfw

Wfy}fyifzykfiww{wzfbw hc#

g+ Glkfcz"Ifzykfiww{wzfbf

Ifk jfc Glkfcz"Ifzykfiww{wzfbfc kwz jkf

Lhnf cogd fkcjfvzknfy1 Hvgd dkfy jobkckfyz

^kcjo~w# Lfjknlkgd fkcf jfy >0 vczfywvgd"

zfc Lýwvcnfc kwz ckgdz bkz jfc nêcnknfcIfzykfiww{wzfbfc }oc ̂ kcjo~w eobphzk"

ifl# Cvy fkc nvzfw Jykzzfl jfy Lýwvcnfc

vczfywzüzqz Lkcvt vcj wonhy cvy fkc ]kfyzfl

jhw Ifzykfiww{wzfb }oc Hpplf# Jkfwf jogd

hvmmêllkn ckfjyknfc ^fyzf müy jkf Eocevy"

yfcqpyojvezf }oc Bkgyowomz lhwwfc jhyhvm 

wgdlkfßfc, jhww jkf ]fyiyfkzvcn vcj Chgd"

myhnf chgd Lkcvt" ojfy Hpplf"eobphzkilfc

IK"Lýwvcnfc jfbfczwpyfgdfcj nfykcn hvw"

mêllz#

0& 80& 90& 70& :0& 60& =0& >0& 40& ;0& 800&

Cfz~hyf 7#t / :#t5

>&

Cfz~hyf 6#t5 >&

OW/:00 $KIB HW

:00+5 8:&

Vckt5 76&

Lkcvt5 :;&

^kcjo~w CZ"Wfy}fy5

>0&

^kcjo~w 9000

Wfy}fy5 4=&

^kcjo~w 9004

Wfy}fy5 ;>&

Zfgdcolonkf1 Wfy}fy Plhzzmoyb$c2>0 Pyojvezf+

Joppflcfccvcnfc vcj Fczdhlzvcnfc býnlkgd

0&

90&

:0&

=0&

40&

800&

;;& ;;& ;;&

7=&

96&

Zfgdcolonkf1 Glkfcz Plhzzmoyb

$c2>0 Pyojvezf+Joppflcfccvcnfc vcj Fczdhlzvcnfc býnlkgd

^kcjo~w > ^kcjo~w ]kwzh ^kcjo~w TP

Lkcvt Hpplf OW

Page 16: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 16/28

Jkfw kwz fkcf ]oywgdhv# Ckgdz hllf Wfkzfc ~fyjfc hcnfqfknz# Ifwzfllvcn vczfy1 WomzZyfcj Wzvjkf 9=8 " IK Womz~hyf 9088 

Page 17: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 17/28

 

=;

;# Hlpdhifzkwgdfy Dfywzfllfy" vcj Pyojvezkcjft

$Kyyzübfy }oyifdhlzfc+

Mkybh Pyojvez Kczfycfzhjyfwwf

HJJKWOC Womz~hyf vcjWfy}kgf NbiD

Hjjkwoc Goczyollkcn ~~~#hjjkwoc#jf 

HLPDH Ivwkcfww Wolvzkocw

HN

HIW"Vczfycfdbfcwgogepkz ~~~#hiw"hn#jf 

hygplhc Kcmoybhzkoc Wfy"

}kgfw NbiD

hygplhc Fczfypykwf >#t ~~~#hygplhc#gob/jf 

Hwwfgo Nfybhc{ HN HPplvw ~~~#hwwfgo#jf 

i"kbzfg NbiD ZHYNKZ IK Wvkzf ~~~#i"kbzfg#jf 

Ikwwhczq - Gobphc{

NbiD

JflzhBhwzfy ~~~#ikwwhczq#jf 

IOHYJ Jfvzwgdlhcj

NbiD

IOHYJ " Womz~hyf müy Ivwkcfww Kczfllk"

nfcgf - Pfymoybhcgf Bhchnfbfcz

~~~#iohyj#jf 

GoPlhccfy Womz~hyf -

Gocwvlzkcn NbiD

GoPlhccfy ~~~#goplhccfy#gob 

GP Goypoyhzf Plhcckcn HN GP"Wvkzf ~~~#goypoyhzf"plhcckcn#jf 

Gvif~hyf NbiD Gvif~hyf Poyzmolko ~~~#gvif~hyf#jf 

Jfcqdoyc Ivwkcfww"

Plhcvcn NbiD

IPW"OCF ~~~#jfcqdoyc#gob 

flEobWolvzkocw NbiD flEobIK ~~~#fleobwolvzkocw#jf 

f}kjhcqh NbiD IKW#HT, IKW#Gfczfy, IKW#CH] ~~~#f}kjhcqh#jf 

FTHWOL HN FTHWOL Wolvzkoc ~~~#fthwol#gob 

NWJ Womz~hyf biD JHZHmyhbf ~~~#nwj"womz~hyf#gob 

d{pfywphgf NbiD d{Wgoyf ~~~#d{pfywphgf#jf KIB Jfvzwgdlhcj NbiD KIB Goncow ~~~#goncow#jf 

KJL NbiD Bkzzf KJLGOGEPKZ, KJLMOYFGHWZ,

KJLKBPOYZFY, KJLEOCWKW

~~~#kjl#fv 

KMW Jfvzwgdlhcj NbiD -

Go# EN

KMW Hpplkghzkocw ~~~#kmw~oylj#gob 

Kcmoy Nloihl Wolvzkocw

Jfvzwgdlhcj NbiD

Kcmoy PB80 ~~~#kcmoy#jf 

Kcmoybhzkgh NbiD Kcmoybhzkgh Po~fyGfczfy ~~~#kcmoybhzkgh#gob/JF 

Kcmoybhzkoc Ivkljfyw

$Jfvzwgdlhcj+ NbiD

^fiMOGVW ~~~#kcmoybhzkocivkljfyw#jf 

Ahwpfywomz NbiD Ahwpfywomz IK Wvkzf ~~~#ahwpfywomz#gob/jf Afjot HN Phlo Wvkzf, Phlo moy Ftgfl, Phlo moy Ftgfl

7#9 WY9

~~~#afjot#gob/jf 

Lh~woc Womz~hyf Jfvz"

wgdlhcj NbiD

Lh~woc Ivwkcfww Kczfllknfcgf ~~~#jf#lh~woc#gob 

LvghCfz HN LvghCfz#Fczfypykwf, LvghCfz#Fxvkz{,

LvghCfz#Eobbvchl, LvghCfz#ocf, Lv"

ghCfz#^oylj

~~~#lvghcfz#gob 

BHGD HN BHGD Ivwkcfww Kczfllknfcgf ~~~#bhgd#jf 

bhgw Womz~hyf NbiD bhgw Goczyollkcn"Wvkzf ~~~#bhgwgoczyollkcn#gob/jf 

Bkgyowomz Jfvzwgdlhcj

NbiD

Bkgyowomz IK ~~~#bkgyowomz#jf/ik 

BkgyoWzyhzfn{ Jfvz"

wgdlhcj NbiD

BkgyoWzyhzfn{ ; ~~~#bkgyowzyhzfn{#jf 

Page 18: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 18/28

 

>0

Mkybh Pyojvez Kczfycfzhjyfwwf

OYHGLF Jfvzwgdlhcj I#]#

- Go# EN

Ivwkcfww Kczfllknfcgf Movcjhzkoc Wvkzf ~~~#oyhglf#gob/jf 

OYIKW HN OYIKW kGoczyol ~~~#oyikw#jf 

pbOcf HN Zhnfzke 7#0 ~~~#pbocf#jf 

pyf}fyo HN pyf}fyo > ~~~#pyf}fyo#gob XlkeZfgd NbiD Xlke]kf~ ~~~#xlke}kf~#gob/jf 

Yhbgo W{wzfbw Lzj# Yhbgo Jfgkwkoc ^oyew ~~~#yhbgo#gob 

Whnf Womz~hyf NbiD Whnf KIK ~~~#whnf#jf 

WHP / Wzffi Hc~fc"

jvcnww{wzfbf NbiD

WHP IvwkcfwwOiafgzw Fjnf IK ~~~#wzffi#jf 

WHP Jfvzwgdlhcj HN -

Go# EN

IvwkcfwwOiafgzw Fjnf IK ~~~#whp#jf 

WHW Kcwzkzvzf NbiD WHW Hchl{zkgw, WHW Fczfypykwf Ivwkcfww

Kczfllknfcgf Wfy}fy, WHW Fczfypykwf Jhzh

Kczfnyhzkoc Wfy}fy

~~~#whw#jf 

WIW Womz~hyf NbiD WIW Yf~f plvw£ " Ivwkcfww Kczfllknfcgf ~~~#wiw"womz~hyf#jf Womz~hyf:[ov Plh"

cvcnww{wzfbf NbiD

:PLHC Fczfypykwf, :PLHC KMI ~~~#womz~hyf:{ov#gob 

WZHW NbiD WZHW GOCZYOL ~~~#wzhw#jf 

WzhzWomz $Fvyopf+ NbiD WZHZKWZKGH ~~~#wzhzwomz#jf 

W{ihwf NbiD W{ihwf KX  ~~~#w{ihwf#jf 

Zfyhjhzh Lzj# Zfyhjhzh 87 ~~~#zfyhjhzh#gob 

Zdkcekcn Cfz~oyew HN ZC Plhcckcn ~~~#zdkcekcn"cfz~oyew#jf 

Zkigo Womz~hyf NbiD ZKIGO Wpozmkyf, ZKIGO Wpozmkyf£ Fczfy"

pykwf Hchl{zkgw"Plhzzmoyb

~~~#zkigo#jf 

]FJH NbiD WZHW Goczyol ~~~#}fjh#cfz 

^KCZFYDFLLFY womz~hyfNbiD

Pyomfwwkochl Gocwolkjhzkoc, Pyomfwwkoc"hl Plhccfy, Pyomfwwkochl Zyfhwvy{

~~~#~kczfydfllfy#gob 

Page 19: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 19/28

 

>8

80# WomzZyfcj 9=8 IK"Womz~hyf 90881 Pyojvez" vcj Lfkwzvcnwpyomklf

Page 20: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 20/28

Kyyzübfy }oyifdhlzfc(

Müy fkcf jfzhkllkfyzf Womz~hyf"]oyhvw~hdl eýccfc Wkf jhw eowzfclowf Bhzgdkcnzool vczfy ~~~#womzwflfgz#jf cvzqfc# >9

Hcikfzfy1 Womz~hyf:[ov

Plhcvcnww{wzfbf

NbiD

Womz~hyf:[ov

Plhcvcnww{wzfbf

NbiD

HLPDH Ivwkcfww

Wolvzkocw HN

HJJKWOC Womz~hyf

vcj Wfy}kgf NbiD

Hwwfgo Nfybhc{ HN hygplhc Kcmoybhzkoc

Wfy}kgfw NbiD

KCZYHPYFCJ NbiD f}kjhcqh NbiD

Pyojvez1 :PLHC Fczfypykwf :PLHC KMI HIW"Vczfycfdbfcw"

gogepkz

Hjjkwoc Goczyollkcn HP plvw hygplhc Fczfypykwf >#t IK " Ivwkcfww

Kczfllknfcgf

IKW#HT

Hllnfbfkcfw

Hcqhdl Kcwzhllhzkocfc jfy Lýwvcn $nfwhbz+ 860 860 86 6000 38700 7000 e#H# 890

Dfywzfllfy jfy Lýwvcn Ah Ah Ah Ah Ah Ah e#H# Ah

]fyzykfiwphyzcfy jfy Lýwvcn Ah Ah Ah Ah Cfkc Cfkc e#H# Ah

Kcdovwf"Ifzykfi jfy Lýwvcn býnlkgd Ah Ah Ah Ah Ah Ah e#H# Ah

HWP $Hpplkghzkoc Wfy}kgf Pyo}kjkcn+"Ifzykfi ~kyj

hcnfiozfc

Ah Ah Cfkc Ah Ah Cfkc e#H# Cfkc

WhhW ~kyj hcnfiozfc Ah Ah Cfkc Cfkc Ah Cfkc e#H# Cfkc

VWPw jfy Lýwvcn Wgdcfllf

Kbplfbfczkfyvcn1

bkcjfwzfcw < 70 Zhnf

 afjogd dêvmkn ifyfkzw

kccfydhli fkcfy

^ogdf#

Jvygdnêcnknf

W{wzfbwzyvezvy, Ihwkw

Bkgyowomz #CFZ vcj

TBL ̂ fi Wfy}kgfw,

fynocob# Ifjkfc"

oifymlêgdf,

Kc}fwzkzkocwwkgdfydfkz,

vbmhwwfcjf

bkzzflwzhcjw"

nfyfgdzf

Mvcezkochlkzêz v}b#

Pktfl"nfchvf

Jhywzfllvcn# Fkcmhgdf

Hcikcjvcn hc üify 90

Jhzfcxvfllfc# 800&

^fi"mêdkn# Hj"Dog

Ifykgdzwmvcezkocfc

}ollkczfnyhzkoc kc BW

J{chbkgw HT

Hvwykgdzvcn1 Qkflnyvppf

Elfkcf ikw bkzzflwzêcjkwgdf Vczfycfdbfc $ikw 800

Bkzhyifkzfy+

Cfkc e#H# e#H# e#H# e#H# e#H# e#H# e#H#

Bkzzflwzêcjkwgdf ikw nyoßf Vczfycfdbfc $800 "

8000 Bkzhyifkzfy+

Ah e#H# e#H# e#H# e#H# e#H# e#H# e#H#

Nyoßf vcj kczfychzkochlf Eocqfycf

$bfdy hlw 8000 Bkzhyifkzfy+

Ah e#H# e#H# e#H# e#H# e#H# e#H# e#H#

Fkcqflplhzqlýwvcn müy Elfkc"Vczfycfdbfc Ah Ah Ah Ah Cfkc Cfkc Ah Ah

Bfdyplhzqlýwvcn kc Glkfcz"Wfy}fy"Zfgdcolonkf Ah Ah Ah Ah Cfkc Ah Ah Ah

Bfdyplhzqlýwvcn kc ^fi"Zfgdcolonkf $müy ̂ fi"

ihwkfyzf Plhcvcn+

Ah Ah Ah Cfkc Ah Ah Ah Ah

Page 21: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 21/28

Kyyzübfy }oyifdhlzfc(

Müy fkcf jfzhkllkfyzf Womz~hyf"]oyhvw~hdl eýccfc Wkf jhw eowzfclowf Bhzgdkcnzool vczfy ~~~#womzwflfgz#jf cvzqfc# >7

Hcikfzfy1 Womz~hyf:[ov

Plhcvcnww{wzfbf

NbiD

Womz~hyf:[ov

Plhcvcnww{wzfbf

NbiD

HLPDH Ivwkcfww

Wolvzkocw HN

HJJKWOC Womz~hyf

vcj Wfy}kgf NbiD

Hwwfgo Nfybhc{ HN hygplhc Kcmoybhzkoc

Wfy}kgfw NbiD

KCZYHPYFCJ NbiD f}kjhcqh NbiD

Pyojvez1 :PLHC Fczfypykwf :PLHC KMI HIW"Vczfycfdbfcw"

gogepkz

Hjjkwoc Goczyollkcn HP plvw hygplhc Fczfypykwf >#t IK " Ivwkcfww

Kczfllknfcgf

IKW#HT

Vczfycfdbfcw~fkzfy Fkcwhzq ifk

Nyoßvczfycfdbfc

Ah Ah Ah Ah Ah Ah Ah Cfkc

Hvwykgdzvcn1 Pyojvezehzfnoykfc

Jhzh Bhyz Cfkc e#H# Ah Ah Cfkc Cfkc Cfkc Ah

Jhzh Bkckcn Ah Ah Cfkc Ah Ah Cfkc Ah Cfkc

Jhzh ^hyfdovwf Cfkc e#H# Cfkc Ah Ah Cfkc Ah Ah

FZL Cfkc Cfkc Cfkc Cfkc Ah Cfkc Ah Ah

OLHP"Hpplkehzkoc Cfkc Ah Cfkc Ah Ah Ah Ah Ah

Yfpoyzkcn Ah Ah Ah Ah Ah Ah Ah Ah

Hvwykgdzvcn1 Fkcwhzqnfikfzf

Hiwhzqplhcvcn Cfkc Cfkc Ah Ah Ah Ah Ah Ah

Ihlhcgfj Wgoyfghyj Ah Ah Cfkc Ah Ah Ah Ah Ah

Iklhcqplhcvcn Ah Ah Ah Ah Ah Ah Ah Ah

Ivjnfzplhcvcn Ah Ah Ah Ah Ah Ah Ah Ah

Kc}fwzkzkocwplhcvcn Ah Ah Cfkc Cfkc Ah Ah Ah Ah

Eocwolkjkfyvcn Ah Ah Cfkc Ah Ah Ah Ah Cfkc

Eowzfcwzfllfcplhcvcn Ah Ah Ah Ah Ah Ah Ah Ah

Evyqmykwzknf Fymolnwplhcvcn EFY Ah Ah Ah Ah Ah Ah Ah Ah

Lkxvkjkzêzwplhcvcn Ah Ah Ah Ah Ah Ah Ah Ah

Pfywochleowzfcplhcvcn Ah Cfkc Cfkc Ah Ah Ah Ah Ah

Pyoqfwwbojfllkfyvcn Cfkc Cfkc Cfkc Cfkc Ah Ah Ah Ah

Yfpoyzkcn Ah Ah Ah Ah Ah Ah Ah Ah

Ykwkeobhchnfbfcz Cfkc Cfkc Cfkc Cfkc Ah Ah Ah Ah

Wkbvlhzkocfc, Hchl{wfc Ah Ah Ah Ah Ah Cfkc Cfkc Ah

Wzyhzfnkwgdf Vczfycfdbfcwplhcvcn Ah Ah Cfkc Cfkc Ah Ah Ah Ah

Zfgdcolonkf Hygdkzfezvy1 Zfgdcolonkwgdf Ihwkw

#CFZ Ah e#H# Cfkc Ah Ah Ah Cfkc Ah

KIB ^fiwpdfyf Cfkc e#H# Cfkc Cfkc Cfkc Ah Cfkc Cfkc

Ah}h Ah e#H# Cfkc Cfkc Ah Ah Cfkc Cfkc

Page 22: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 22/28

Kyyzübfy }oyifdhlzfc(

Müy fkcf jfzhkllkfyzf Womz~hyf"]oyhvw~hdl eýccfc Wkf jhw eowzfclowf Bhzgdkcnzool vczfy ~~~#womzwflfgz#jf cvzqfc# >:

Hcikfzfy1 Womz~hyf:[ov

Plhcvcnww{wzfbf

NbiD

Womz~hyf:[ov

Plhcvcnww{wzfbf

NbiD

HLPDH Ivwkcfww

Wolvzkocw HN

HJJKWOC Womz~hyf

vcj Wfy}kgf NbiD

Hwwfgo Nfybhc{ HN hygplhc Kcmoybhzkoc

Wfy}kgfw NbiD

KCZYHPYFCJ NbiD f}kjhcqh NbiD

Pyojvez1 :PLHC Fczfypykwf :PLHC KMI HIW"Vczfycfdbfcw"

gogepkz

Hjjkwoc Goczyollkcn HP plvw hygplhc Fczfypykwf >#t IK " Ivwkcfww

Kczfllknfcgf

IKW#HT

WHP Cfz~fh}fy Cfkc Cfkc Cfkc Cfkc Ah Cfkc Cfkc

Zfgdcolonkf Hygdkzfezvy1 Wpyhgdf/ Fcz~kgelvcnwvbnfivcn

Hgzk}f Wfy}fy Phnfw $HWP+ Ah e#H# Cfkc Ah Ah e#H# Cfkc Ah

Ihwkg e#H# e#H# Cfkc Cfkc Cfkc e#H# Cfkc Cfkc

Ioylhcj e#H# e#H# Cfkc Cfkc Cfkc e#H# Cfkc Cfkc

G e#H# e#H# Cfkc Ah Cfkc e#H# Cfkc Cfkc

G' e#H# e#H# Cfkc Ah Ah e#H# Cfkc Ah

G%% e#H# e#H# Cfkc Ah Cfkc e#H# Cfkc Cfkc

Gfczvyh Nvpzh e#H# e#H# Cfkc Cfkc Cfkc e#H# Cfkc Cfkc

Goiol e#H# e#H# Cfkc Cfkc Cfkc e#H# Cfkc Cfkc

Fknfcf Fcz~kgelvcnwvbnfivcn e#H# e#H# Ah Cfkc Cfkc Ah Cfkc Cfkc

Ah}h e#H# e#H# Ah Cfkc Ah e#H# Cfkc Cfkc

Oyhglf e#H# e#H# Cfkc Cfkc Cfkc e#H# Cfkc Cfkc

PDP e#H# e#H# Cfkc Cfkc Cfkc e#H# Cfkc Cfkc

Pyonyfww e#H# e#H# Ah Cfkc Cfkc e#H# Cfkc Cfkc

YPN e#H# e#H# Cfkc Cfkc Cfkc e#H# Cfkc Cfkc

W{ihwf e#H# e#H# Cfkc Cfkc Cfkc e#H# Cfkc Cfkc

]kwvhl Ihwkg e#H# e#H# Ah Cfkc Cfkc e#H# Cfkc Cfkc

Zfgdcolonkf Hygdkzfezvy1 Wfy}fy Plhzzmoyb

Lkcvt Cfkc e#H# Cfkc Cfkc Cfkc Ah Ah Cfkc

Cfz~hyf 7#t / :#t Cfkc e#H# Cfkc Cfkc Cfkc Cfkc Cfkc Cfkc

Cfz~hyf 6#t Cfkc e#H# Cfkc Cfkc Cfkc Cfkc Cfkc Cfkc

OW/:00 $KIB HW :00+ Cfkc e#H# Cfkc Cfkc Cfkc Cfkc Cfkc Cfkc

Vckt Cfkc e#H# Cfkc Cfkc Cfkc Ah Ah Cfkc

^kcjo~w 9000 Wfy}fy Ah Ah Ah Ah Ah Ah Ah Cfkc

^kcjo~w 9004 Wfy}fy Ah Ah Ah Ah Ah Ah Ah Ah

^kcjo~w CZ"Wfy}fy Ah Ah Cfkc Ah Cfkc Cfkc Ah Cfkc

Zfgdcolonkf Hygdkzfezvy1 Glkfcz Plhzzmoyb

Page 23: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 23/28

Kyyzübfy }oyifdhlzfc(

Müy fkcf jfzhkllkfyzf Womz~hyf"]oyhvw~hdl eýccfc Wkf jhw eowzfclowf Bhzgdkcnzool vczfy ~~~#womzwflfgz#jf cvzqfc# >6

Hcikfzfy1 Womz~hyf:[ov

Plhcvcnww{wzfbf

NbiD

Womz~hyf:[ov

Plhcvcnww{wzfbf

NbiD

HLPDH Ivwkcfww

Wolvzkocw HN

HJJKWOC Womz~hyf

vcj Wfy}kgf NbiD

Hwwfgo Nfybhc{ HN hygplhc Kcmoybhzkoc

Wfy}kgfw NbiD

KCZYHPYFCJ NbiD f}kjhcqh NbiD

Pyojvez1 :PLHC Fczfypykwf :PLHC KMI HIW"Vczfycfdbfcw"

gogepkz

Hjjkwoc Goczyollkcn HP plvw hygplhc Fczfypykwf >#t IK " Ivwkcfww

Kczfllknfcgf

IKW#HT

Hpplf OW Cfkc e#H# Cfkc Cfkc Cfkc Cfkc Ah Cfkc

Lkcvt Cfkc e#H# Cfkc Cfkc Cfkc Ah Ah Cfkc

^kcjo~w > Ah Ah Ah Ah Ah Ah Ah Ah

^kcjo~w ]kwzh Ah Ah Ah Ah Ah Ah Ah Ah

^kcjo~w TP Ah Ah Ah Ah Ah Ah Ah Ah

Zfgdcolonkf Hygdkzfezvy1 Jhzfckczfnyhzkoc

HJHIHW Ah Ah Cfkc Cfkc Cfkc Ah Ah Cfkc

HWGK müy Mlhz Mklfw Cfkc e#H# Cfkc Ah Ah Ah Ah Cfkc

KIB JI9 Cfkc e#H# Cfkc Cfkc Cfkc Ah Ah Cfkc

KIB Kcmoybkt Cfkc e#H# Cfkc Cfkc Cfkc Cfkc Ah Cfkc

BW Hggfww Ah Ah Ah Ah Ah Ah Ah Cfkc

BW Ftgfl Ah Ah Ah Ah Ah Ah Ah Cfkc

BW WXL Wfy}fy Ah Ah Cfkc Ah Ah Ah Ah Ah

OJIG müy bvlkzjkbfcwkochlf Jhzfcihcefc Cfkc e#H# Ah Cfkc Ah Ah Ah Cfkc

OJIG müy yflhzkochlf Jhzfcihcefc Cfkc e#H# Ah Cfkc Ah Ah Ah Cfkc

Oyhglf Ah Ah Cfkc Cfkc Cfkc Ah Cfkc Cfkc

Pyonyfww Cfkc e#H# Ah Cfkc Cfkc Cfkc Ah Cfkc

W{ihwf Cfkc e#H# Cfkc Cfkc Cfkc Ah Ah Cfkc

TBL Cfkc Ah Ah Ah Ah Ah Ah Cfkc

Zfgdcolonkf Hygdkzfezvy1 Hjbkckwzyhkoc

Ifyfkzwzfllvcn }oc Pfymoybhcgf Bockzoykcn Zoolw Ah e#H# Ah Cfkc Ah Ah Ah Cfkc

Bfzhjhzfc Ftzyhezkoc vcj Hcqfknf Ah e#H# Ah Cfkc Ah Ah Cfkc Ah

Bfzhjhzfc Kczfnyhzkoc Ah e#H# Ah Cfkc Cfkc Ah Cfkc Ah

Vwhnf bockzoykcn / yfpoyzkcn Ah e#H# Ah Cfkc Cfkc Ah Cfkc Ah

Zfgdcolonkf Hygdkzfezvy1 Ifcvzqfyoifymlêgdf

Fknfcwzêcjknfw IK Poyzhl Ah Ah Ah Ah Ah Ah Ah Ah

Kczfnyhzkoc bkz Poyzhlw }oc Jykzzhcikfzfyc Ah e#H# Ah Cfkc Ah Ah Ah Ah

Page 24: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 24/28

Page 25: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 25/28

Page 26: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 26/28

Kyyzübfy }oyifdhlzfc(

Müy fkcf jfzhkllkfyzf Womz~hyf"]oyhvw~hdl eýccfc Wkf jhw eowzfclowf Bhzgdkcnzool vczfy ~~~#womzwflfgz#jf cvzqfc# >4

Hcikfzfy1 Womz~hyf:[ov

Plhcvcnww{wzfbf

NbiD

Womz~hyf:[ov

Plhcvcnww{wzfbf

NbiD

HLPDH Ivwkcfww

Wolvzkocw HN

HJJKWOC Womz~hyf

vcj Wfy}kgf NbiD

Hwwfgo Nfybhc{ HN hygplhc Kcmoybhzkoc

Wfy}kgfw NbiD

KCZYHPYFCJ NbiD f}kjhcqh NbiD

Pyojvez1 :PLHC Fczfypykwf :PLHC KMI HIW"Vczfycfdbfcw"

gogepkz

Hjjkwoc Goczyollkcn HP plvw hygplhc Fczfypykwf >#t IK " Ivwkcfww

Kczfllknfcgf

IKW#HT

F"Bhkl"Ftpoyzmvcezkochlkzêz Ah Ah Ah Ah Ah Ah Ah Ah

Dfhz bhp e#H# e#H# Ah Cfkc Ah Cfkc Cfkc Cfkc

Dkwzonyhb Ah Ah Ah Cfkc Ah Ah Ah Cfkc

DZBL/TBL"Ftpoyzmvcezkochlkzêz Ah Ah Cfkc Cfkc Ah Ah Ah Cfkc

Eoczftzhidêcnknf Moybhzkfyvcn Ah Ah Ah Ah Ah Ah Ah Ah

Evgdfcjkhnyhbb Ah Ah Ah Ah Ah Ah Ah Ah

Lkckfcjkhnyhb Ah Ah Ah Ah Ah Ah Ah Ah

BW Ftgfl"Ftpoyzmvcezkochlkzêz Ah Ah Ah Ah Ah Ah Ah Ah

BW Po~fyPokcz"Ftpoyzmvcezkochlkzêz Ah Ah Ah Ah Ah Ah Cfkc Cfkc

PJM"Ftpoyzmvcezkochlkzêz Ah Ah Ah Ah Ah Ah Ah Ah

Pvcez~olefcjkhnyhbbf / Xvhjyhcz Hchl{wf Ah Ah Ah Cfkc Ah Ah Ah Ah

Yhjkhl ploz Ah Ah Ah Cfkc Ah Ah Ah Ah

Wphlzfcwoyzkfyvcn Ah Ah Ah Ah Ah Ah Ah Ah

Zyfcjlkckfc Ah Ah Ah Ah Cfkc Ah Cfkc Ah

Vczfywzüzqvcn }oc Hbpflmvcezkocwyfpoyzkcn Ah Ah Ah Ah Ah Ah Ah Ah

Vczfywzüzqvcn }oc Jhwdiohyjw vcj EPK Ah Ah Ah Ah Ah Ah Ah Ah

Vczfywzüzqvcn }oc Nyhmkezoolw }oc Jykzzhcikfzfyc Ah Ah Ah Cfkc Ah Ah Cfkc Cfkc

Vwfy yfpoyz wviwgykpzkoc kcglvjkcn jfmkckzkoc om 

~dfc yfpoyz wdovlj if wfcz, moybhz, hcj jflk}fy{bfzdoj

Ah Ah Ah Cfkc Ah Ah Ah Ah

^[WK^[N Ah Ah Ah Ah Ah Ah

Qfklfc" vcj Wphlzfcwvbbfc Ah Ah Ah Ah Ah Ah Ah Ah

Q~kwgdfcwvbbfc hvm Qfklfc" vcj Wphlzfcfifcf Ah Ah Ah Ah Ah Ah Ah Ah

Page 27: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 27/28

Jkfw kwz fkcf ]oywgdhv# Ckgdz hllf Wfkzfc ~fyjfc hcnfqfknz# Ifwzfllvcn vczfy1 WomzZyfcj Wzvjkf 9=8 " IK Womz~hyf 9088 

Page 28: BI Studie 2011 - Business Intelligence Software Systeme

7/23/2019 BI Studie 2011 - Business Intelligence Software Systeme

http://slidepdf.com/reader/full/bi-studie-2011-business-intelligence-software-systeme 28/28

88# ^fkzfyf Wzvjkfc vcj Jkfcwzlfkwzvcnfc

WomzZyfcj Wzvjkf 9=8 ‗ Ivwkcfww Kczfllknfcgf 9088

Boiklfy Efccqhdlfcqvnykmm, bojfycf Jhwdiohyj"Ifcvzqfyoifymlêgdfc,

Hchl{wf" vcj Jhzh Bkckcn"Zoolw1 Ivwkcfww Kczfllknfcgf W{wzfbf wzfllfc wkgd

dfvzf qvcfdbfcj hlw bojfycf Hc~fcjvcnfc bkz lfkgdz ifjkfcihyfy

Oifymlêgdf, fkcfb nhcqdfkzlkgdfc Efccqhdlfcqvnykmm vcj Mfhzvyfw qvy

^fkzfy}fyhyifkzvcn müy Pyêwfczhzkocfc jhy# WomzWflfgz ikfzfz bkz jfy

–WomzZyfcj Wzvjkf 9=8  ‗ Ivwkcfww Kczfllknfcgf 9088“ fkcf vbmhcnyfkgdf

Bhyezhchl{wf qv jkfwfb Zdfbh#

Jkf Wzvjkf kwz kb Bhk 9088 fywgdkfcfc vcj ehcc vczfy ~~~#womzwflfgz#jf/kz"

wzvjkfc/6= ifwzfllz ~fyjfc#!

WomzZyfcj Wzvjkf 9=0 ‗ FYP"Womz~hyf 9088

Ivwkcfww Kczfllknfcgf, Pfywochlbhchnfbfcz, eollhioyhzk}fw GYB, Wvppl{

Gdhkc Bhchnfbfcz, Fczfypykwf Goczfcz Bhchnfbfcz, Lkxvkjkzêzwplhcvcn

ojfy Ivwkcfww Pyogfww Bhchnfbfcz1 Jkf Fcz~kgelvcn vcj Fy~fkzfyvcn jfy

FYP"Wvkzfc qv vbmhwwfcjfc Fczfypykwf"Lýwvcnfc wfzqz wkgd ~fkzfy moyz vcj

~kyj jvygd kbbfy iyfkzfyf Jkfcwzlfkwzvcnwhcnfiozf vcj Ifzykfiwbojfllf

vczfywzüzqz# Wo ~vyjf jhw Lfkwzvcnwwpfezyvb }kflmhgd vb fkc fknfcfw WhhW"

Lýwvcnwhcnfioz fynêcqz vcj fkcqflcf Bojvlf ojfy nhy eobplfzzf W{wzfbf

müy jfc boiklfc Fkcwhzq opzkbkfyz# Fkcf vbmhwwfcjf Hchl{wf jfw FYP"Hcnfiozw kc jfy JHGD"Yfnkoc wzfllz jkf WomzZyfcj Wzvjkf 9=0 }oc WomzWflfgz

jhy#

Jkf Wzvjkf kwz kb Jfqfbify 9080 fywgdkfcfc vcj ehcc vczfy

~~~#womzwflfgz#jf/kz"wzvjkfc/6> ifwzfllz ~fyjfc#!

Ifyfkzw fywgdkfcfcf Wzvjkfc!1

WomzZyfcj Wzvjkf 964 " KZ"Zfgdcolonkf 900; $fywgdkfcfc 8:#0;#900;+

WomzZyfcj Wzvjkf 96> ‗ Dvbhc Yfwovygfw 900; $fywgdkfcfc 08#0:#900;+

WomzZyfcj Wzvjkf 96= ‗ Gvwzobfy Yflhzkocwdkp Bhchnfbfcz 9004 $fywgdkfcfc 08#06#9004+

Womz~hyfhvw~hdl i{ WomzWflfgz

womzwflfgz#jf kwz fkcfw jfy müdyfcjfc KZ"Kcmoybhzkocwpoyzhlf müy jkf

dfywzfllfycfvzyhlf Hvw~hdl }oc ehvmbêcckwgdfc Womz~hyflýwvcnfc# Jhw

Hcnfioz ykgdzfz wkgd hc KZ"]fyhcz~oyzlkgdf vcj Fczwgdfkjfy kc Vczfycfdbfc,

jkf hvm jfy Wvgdf chgd fkcfy Ivwkcfww Womz~hyf wkcj# Vcwfy Womz~hyfhvw~hdl"

^fyeqfvn ikfzfz vczfy ~~~#womzwflfgz#jf/ivwkcfww"womz~hyfhvw~hdl bkz

fkcfb xvhlkmkqkfyzfc Hcmoyjfyvcnwpyomkl fkcfc fywzfc Fkcwzkfn qvy Wflfezkoc jfy

ykgdzknfc Womz~hyf vcj jfb phwwfcjfc Jkfcwzlfkwzfy#Kb WomzZyfcj Ifyfkgd lkfmfyz jhw Poyzhl bkz Mhgdhyzkeflc, Wzvjkfc vcj hezvfllfc

Cf~w hvw jfb Womz~hyfbhyez dklmyfkgdf Kcmoybhzkocfc