Component Business Model for Digital Repositories: A Framework for Analysis

Size: px
Start display at page:

Download "Component Business Model for Digital Repositories: A Framework for Analysis"

Transcription

1 Cmpnn Businss Mdl f Digial Rpsiis: A Famwk f Analysis Raymnd J. van Dissn Babaa Siman Chisph A. L IBM Glbal Svis Nainal Libay f h Nhlands Shl f Infmain and Libay Sin Jhan Huizingalaan 765 Pins Willm-Alxandhf 5 Univsiy f Nh Calina 066VH, Amsdam 2509 LK Th Hagu CB#3360, 00 Manning Hall Th Nhlands Th Nhlands Chapl Hill, NC [email protected] [email protected] [email protected] Absa Digial psvain is big a hallng f any insiuin sluin suppli nfn n is wn. Th suss f any lng-m digial psiy will dpnd upn mulipl pn svis pvidd by a wid ang f svi pvids. N mpany ganisain in h wld is abl pvid h psvain sluin f all knwn fmas, bj yps, pliis. Viabl appahs a likly span ganizainal, insiuinal and nainal bundais. In 2003 h KB, Nainal Libay f h Nhlands, in pain wih IBM, dvlpd h -Dp as hi sluin f lng-m psvain f digial publiains. Th f h -Dp is IBM s Digial Infmain Ahiving Sysm (DIAS). This ail will disuss h xis f h KB/IBM Rsah Gup apply IBM s Cmpnn Businss Mdlling (CBM) in a digial psvain nvinmn. Th CBM map is usd by a pss alld Gal Svi Mdlling (GSM) idnify andida svis f fuu vsins f h -Dp. Ha maps a usd f impa analysis disuss ganisainal suus, xising hadwa and sfwa sluins and businss psss in h nx f h CBM map. Th appah is suggsd as a way f h psiis manag and dina hi aiviis, as wll mplimning un psiy audi and ifiain aiviis. Induin Th has bn a gwing pfssinal undsanding f wha a uswhy digial psvain psiy shuld lk lik. Th Tuswhy Rpsiis Audi and Cifiain: Ciia and Chklis (TRAC 2007), Digial Rpsiy Audi Mhd Basd n Risk Assssmn (DRAMBORA) (MHugh al. 2007), and Nwk f Expis in Lng-Tm Sag f Digial Rsus (NESTOR) (Dbaz al. 2006) all idnify masus ha insiuins shuld ak supp a uswhy psiy, n nly wih ings, bu als wih h h funins, suh Cpyigh 2008, Assiain f h Advanmn f Aifiial Inllign ( All ighs svd. as psvain planning and ass. Tls and svis a nw availabl supp many f h funins,.g. h JSTOR/Havad Obj Validain Envinmn (JHOVE) and Digial Rd Obj IDnifiain (DROID) f fil haaizain; kpal Libay f Rival and Ings (klibri) and Pdu - Ahiv Wkflw Nwk (PAWN) f ings; Aumad Obslsn Nifiain Sysm (AONS) f psvain planning; Typd Obj Mdl (TOM) f migain; and Disui and h Univsal Viual Cmpu (UVC) f mulain. Rpsiis wih uial fil fma infmain a bing dvlpd, inluding PRONOM, h Glbal Digial Fma Rgisy (GDFR), and IBM Psvain Manag. Sval innainal pjs - inluding Psvain and Lng-Tm Ass hugh Nwkd Svis (PLANETS) and Culual, Aisi and Sinifi knwldg f Psvain, Ass and Rival (CASPAR) - aim xpliily dliv ls and sysms supp pas f h digial psvain pss. W an xp m ls and svis b dvlpd spifially f lng-m digial psvain in h yas ahad. Whil hs ls and svis pvid a valuabl nibuin managing digial psvain, i is up h ganisains hmslvs inga and manag hs ls and svis in hi digial psvain nvinmns. Th KB, Nainal Libay f h Nhlands, manags h -Dp. A his mmn, millin digial bjs a sd in h -Dp. Many nw yps f maial a ming, and hy will b m mplx (suh as wbsis, -bks and mpund bjs). In 2006 h KB and IBM fmd a Rsah Gup dvlp a visin f hw inga xnal ls and svis in h ahiu f h -Dp. In his xis IBM s Cmpnn Businss Mdlling (CBM) mhd playd an impan l. This mhd allws an ganisain map is sagis lvan businss mpnns ha supp h ganisain s bjivs and hlps idnify h ms impan businss mpnns. Eah f hs businss mpnns in h as f h KB, ms bing dpamns wihin h libay will nd svis ah

2 hi gals. Th CBM mhd pvids a famwk f viwing and analyzing h ganisain as a nwk f individual mpnns. On psss and ganizain a dissd in dis undsandabl and managabl mpnns, h uniqu aiviis and assiad sus, ls and svis f ah individual businss mpnn an b idnifid. Thugh h dfiniin f h businss mpnns, h spnsibiliis f h managmn f h assiad sus is laly spifid. A h KB, h fus has bn n businss mpnns lad h lng-m digial psvain aiviis f h -Dp. Bh h aual siuain and h fuu plans w inpu f h Rsah Gup idnify nssay aiviis and h supping svis amplish h digial psvain gals. Th Digial Rpsiy CBM Map hlps dmin whn and wh sus shuld b fusd and hw xnal svis and sluins an b ingad. Cmpnn Businss Mdl IBM has dvlpd h CBM appah hlp hi lins map businss sagy businss mpnns. Businss mpnns a h building blks f h ganisain. A businss mpnn idnifis a lus f aiviis ha gh implmn sm s f apabiliis whih a ffd hugh svis. W will diffnia bwn businss svis, whih an b pvidd ih wih wihu h supp f Infmain Thnlgy (IT), and IT svis, whih a pvidd mplly hugh sfwa. Whn w us h m svis, i will imply bh businss and IT svis. Businss mpnns an b managd indpndnly, and hi businss and IT svis an b usd ass h ganisain. CBM allws an ganisain idnify is businss mpnns, and undsand wh h a ppuniis usu and/ pa wih 3 d pais. An individual businss mpnn nains h aiviis and assiad sus suh as ganisainal suu, ppl, skills and hnlgy implmn spifi apabiliis (svis) ndd by h ganisain ahiv is gals. Figu : Basi CBM Suu Th dsipin f vy businss mpnn shuld invlv answing h qusins: Why i xiss Wha is h businss pups f h mpnn? Wha i ds Wha a h aiviis supp h businss pups? Hw i ds i - Hw a h aiviis b pfmd and wha sus a ndd,.g. ppl and IT supp? Th businss mpnns a lusd alng w dimnsins. Hiznally, an aunabiliy lvl haaizs h sp and inn f aiviy and disinmaking. Th h aunabiliy lvls usd in CBM a Diing, Cnlling and Exuing: Diing - sagy, vall diin and pliy Cnlling - mniing, managing xpins and aial disin making Exuing - ding h wk Vially, h maj businss mpnis a idnifid. Businss mpnis a lag businss aas wih mmn glbal bjivs. F xampl, in a libay nvinmn, llin managmn and usm svi managmn a maj businss mpnis. KB Objivs In d undsand h ainal bhind h idnifid businss mpnns, w fis hav idnify h sagi bjivs f h KB. Th missin samn f h KB idnifis fu maj bjivs: ) W giv sahs and sudns ass sah infmain; 2) W nabl vyn sha in h ihs f u ulual hiag; 3) W fs h nainal infasuu f sinifi infmain; 4) W fuh pmann ass digial infmain wihin an innainal nx. Th Rsah Gup fusd n h asps lad Digial Psvain and spially h bjiv W fuh pmann ass digial infmain wihin an innainal nx. By idnifying h ky businss mpnns ndd supp h abv bjivs f h KB w a a famwk f viwing h ganisain as a nwk f individual businss mpnns. On psss and ganisain a dissd in dis undsandabl and managabl mpnns, h uniqu aiviis and assiad svis an b idnifid, alng wih h sus ndd xu hm. Th CBM map psnd in h nx sin has bn dvlpd wih h abv ganisainal bjivs in mind. Alhugh h fus f his ail is managmn f digial llins, managmn f pap-basd

3 llins will als b suppd by h sam s f businss mpnns. Digial Rpsiy CBM Map Basd n h KB s sagi bjivs missin samn disussd abv, w idnifid fiv maj mpnis by whih lus h individual businss mpnns: Svi Managmn: Dlivy f llin bjs and assiad svis h usms f h KB ass h suppd hannls. Cllins Managmn: Aquisiin, pssing and aalguing f all publiains, bh f h sah llin and h dpsi llin. Psvain Managmn: Failiaing ass h diffn llins v-im, inluding addssing mdia day and bsl hnlgy assiad wih ah digial llin. Businss Managmn: Gnal managmn f h businss f h KB. IT Managmn: Managmn f h vall IT infasuu. Svi Managmn Cllin Managmn mpnis. A m daild psvain f a CBM fussd n IT managmn an b fund in (Ens and Nisavi 2007). This ail will n laba n h m gni mpnns f h Businss Managmn and IT Managmn mpnis. Hwv, w wuld lik sss ha IT Managmn has sm spifi bjs in lain h lng-m quimns f a digial psiy. N nly d h digial llin asss hav b psvd f h lng m, bu h digial psiy sluin islf als shuld b abl adap hnlgy hangs. This quis h diffn mpnns f suh a digial psiy sluin b mdula wih wll-dfind infas and basd n pn sandads, as wll as haaising h psvain nvinmn islf, as i hangs v im (M 2008). Figu 2 psns h CBM map ad f h KB, wih h fus bing n h managmn f digial llins (digial psiy). Svi Managmn addsss h svis h KB uss supp is usm bas. Svi Managmn an b ganizd alng h h CBM Psvain Managmn Businss Managmn IT Managmn D i Rlas Sagy Disibuin Plan Cllin Sagy Psvain Sagy C n l Righs Managmn Cllin Pliy Managmn Madaa Managmn Psvain Pliy Managmn Psvain Planning E x u Dlivy & Capu Inn 3d Pay Ings Linsing and Ryalis Managmn Rading Rm Ass Managmn Cllin Sag Chaaizain Validain Caalguing Psvain Ain Psvain Rsah Thnlgy Mniing Pakaging & Dlivy Cllin Rsah Digialisain Figu 2: Digial Rpsiy CBM Map Svi Managmn, Cllin Managmn and Psvain Managmn a spifi ganisains ha manag digial llins, i.. manag digial psiis. Businss Managmn and IT Managmn a m gni and ndd in any yp f ganisain. In his ail, w hav fusd n h fis h businss aunabiliy lvls: diing, nlling and xuing. Rlas Sagy and Disibuin Plan a pa f h gnal sagy (Di). Righs Managmn plays an ssnial l in dmining whh and hw nn an b dlivd spifi usm gups (Cnl). A h xuin lvl a h diffn hannls hugh whih svis a dlivd.

4 Th diffn Svi Managmn businss mpnns a dsibd blw in m dail: Rlas Sagy: Dfins whih llins a availabl whih usm gups, and h llin nihmn svis, suh as absas and lassifiains, b assiad wih ah llin usm gup. Disibuin Plan: Dfins h spifi ass sagis b suppd f paiula mbinains f llins and usm gups. Righs Managmn: Cnls pnial usag siins b nfd n spifi llins. Rading Rm: Pvids svis h usms in h KB ading ms. Inn: Pvids m svis usms via h Inn. 3 d Pay: Pvids svis lad 3 d -pay ganisains, suh as publishs h ulual hiag insiuins. Linsing and Ryaly Managmn: Manags all linsing, yaly and auning asps assiad wih a paiula llin. Ass Managmn: Pvids mhanisms nf h paiula linss and ighs assiad wih any givn llin, as wll as h idnifiain and auhizain f individual uss. Pakaging and Dlivy: Ppas h sld llin bjs f dlivy v a sld hannl a paiula usm. Cllin Managmn dfins h businss mpnns ndd dfin and manag h llins f h KB. Individual llins a managd ading dfind llin pliis. Diffn agis f madaa a usd manag h llins and supp ass,.g. bibligaphi, ahival and hnial madaa. Th diffn Cllin Managmn businss mpnns a dsibd blw in m dail: Cllin Sagy: Dids whih llins build up and dfins h valu f h diffn llins f h KB. Cllin Pliy Managmn: Dfins h uls and guidlins f submissins f asss in a paiula llin. Madaa Managmn: Idnifis h diffn agis f madaa b assiad wih paiula llins and builds nlgis v h diffn madaa spifiain appahs bing applid. Dlivy and Capu: P-psss digial asss b ingsd: ivs apus digial asss and ss hm in a wking spa f vifiain in nfman wih h dfind llin pliis. Ings: Chks h llin ass f mplian and mplnss fllwd by h ahiving f h ass. Cllin Sag: Ss llin asss wihin h libay. In h as f digial maial, an Ahival Infmain Pakag (AIP) has b mainaind in n m sag nvinmns as idnifid in h Rfn Mdl f an Opn Ahival Infmain Sysm (OAIS) (ISO 472:2003). Cllin Rsah: Exnds knwldg and bs pais f h dvlpmn f llins and assiad svis, inluding ass and psnain. Psvain Managmn inluds all h businss mpnns invlvd in lng-m psvain f digial llins. This is sill an aiv aa f sah innainally. Tw ss f aiviis a f maj impan wihin his mpny. Fis, n nds mni h impa f hnlgy hangs v im n h diffn llins managd, as pa f h Psvain Wah funin. Snd, psvain ains hav b dfind una h impa f hnlgy bslsn, ih by migaing llin asss nw fmas, mulaing bsl hnlgy a mbinain f bh. Th Psvain Managmn businss mpnns a dsibd blw in m dail: Psvain Sagy: Dfins h psvain sagis b suppd by h KB digial psiy nvinmn. Psvain Pliy Managmn: Spifis h psvain pliis assiad wih paiula llins yps f digial asss. Psvain Planning: Dfins h ains implmn a spifi psvain pliy. Psvain Ain: Cais u aiviis ndd psv paiula llins yps f digial asss: migain (nving llin asss in nw fmas), mulain (pviding nw nvinmns mula bsl nvinmns) a mbinain f bh. Nmalisain, i.. ansfming digial asss in fmas pimisd f h managmn f paiula llins, is als a psvain ain. Psvain Rsah: Cndus sah in h fild f digial hnlgis, nwk infmain and h psvain f digial hiag. Thnlgy Mniing: Mnis hangs in hnlgy nvinmns b addssd by psvain planning and psvain ain. Digiisain: Spialisd psvain ain ha nvs analgu asss in digial asss. Th businss mpnns hav bn idnifid as bing impan bh Cllin Managmn and Psvain Managmn. Ths businss mpnns a lad h haaisain, validain and aalguing f llin asss. Thy a usd f iniial ings f a llin bu als pvid aiviis whih a impan f h psvain f h llin. Th businss mpnns a dsibd blw in m dail: Chaaisain: Idnifis and ds h impan haaisis f a digial bj and failias

5 sahing ass h haaisain madaa. Validain: Chks whh h llin asss nfm h assiad llin and psvain pliis.g. nfman fil fma spifiains. Caalguing: Builds and mainains madaa failia bh gnal and dmain-spifi ass and sahing wihin ass llins. Applying h Digial Rpsiy CBM Map T h a a numb f ways ha h Digial Rpsiy CBM map an b applid wihin an ganisain. Th dvlpmn f h CMB map was iggd by h bjivs f KB/IBM Rsah Gup lk in h quimns f an pn and ingad psvain famwk f h KB xnd h -Dp, basd n IBM s DIAS sluin. Th Rsah Gup was awa ha any duabl lni dpsi sluin an nv b dpndn upn a singl vnd pviding a lsd sluin. Nw fmas and psvain ls will ninu b indud v im, quiing any givn sluin b suffiinly pn inpa funinaliy fm 3d pais. Th nx sin will shw hw h Digial Rpsiy CBM map has bn usd idnify h gni svis supp fuu dvlpmns f h -Dp. W will hn xplain hw h Digial Rpsiy CBM map an b usd failia impa analysis wih gad IT and ganisainal supp. Idnifying Svis Th CMB map pvids h p-dwn saing pin f h idnifiain f h svis ha nd b pvidd by individual businss mpnns. Eah businss mpnn has is wn businss aiviis, whih an b pfmd manually wih h supp f IT svis. Th businss mpnns div h dfiniin f pnial svi andidas. Ths svi andidas a sd f funinal usabiliy by dmining hw hy an b usd in h diffn businss psss. In d nsu ha a andida svi is usabl ass vaius nxs, i is impan valida i agains many diffn businss psss. This appah will als idnify pnial whi sps, i.. businss mpnns n y suppd by any svis. Whi sps a n always a pblm. Sm businss mpnns (.g. Cllin Sagy) migh n b implmnd hugh IT svis bu a, insad, basd n human psss suling in visin dumns and assiad implmnain plans. Th sngh f h Digial Rpsiy CBM map is h abiliy ndns maj asps f h libay nvinmn in a simpl vviw ha is asy mmunia. Th abv p-dwn appah ds n ak in aun pnial xising IT sluins ha uld pvid sm f h quid svis. Th KB has alady invsd a lag amun f mny and ff in hi un -Dp sluin. Thf, w als nd valua hw un IT sluins an pvid sm f h quid svis, i.. bm-up appah. Tp-dwn Analysis Businss Cmpnn Pss / Businss Us Cas Sub-Psss Align Svis wih Businss Gals Gal-Svi Mdling Svi Dfiniin Figu 3: Gal Svi Mdlling (GSM) Appliain Exising Ass Analyss Bm-up Analysis Gals Svi Mdlling (GSM), mbins h p- and bm-up appahs. Svis a idnifid by dwn h CBM Maps as wll as by lking a h funinaliy f h xising IT sluins. Th nd sul f his xis is h dfiniin f a mpl s f svis ndd by h ganisain ah h digial psvain gals f is businss mpnns, dividd in a s f xising svis and ndd svis Exampl. On xampl is h pss alld Ppa Cnn Pakag f Ings. F u xis w dsignd his pss as in h figu 4. A simila pss unly xiss in a basi fm and as h Submissin Infmain Pakag (SIP) b ingsd by DIAS. Ppa Cnn Pakag f Ings Businss Pss Analyz Cnn Nmaliz Cnn Valida Pakag Ca SIP. Analyz Cnn. Analyz nn fils.. Assign uniqu idnifi..2 Dmin filyps..3 Chaaiz nn fils.2 Dmin psvain sagy.3. Chk psvabiliy f filyps.3.2 Dmin psvain ains f filyp Ppa Cnn Pakag f Ings pss assums ha Cnn Pakags hav bn xad fm h Pdu Submissin Pakag (PSP). This pakag is msly pimizd submi bahs, ah han individual digial bjs. F xampl, sinifi ails a dlivd in bahs naining mulipl ails f an issu f a pidial, bu ah ail is hn ingsd individually. As a fis sp, h nn f h pakags is analyzd. API 2. Nmalis Cnn 2. Pfm Psvain ain 2.. Sl psvain l 2..2 Exu psvain ain 2..3 Cll psvain sul 2.2 Ca nw vsin f Cnn Pakag 3. Valida Pakag 3. Chk mplnss 3.2 Chk validiy f madaa 3.3 Chk nfman pliis 4. Ca SIP 4. Cll SIP daa 4.. Cll madaa 4..2 Cll nn fils 4..3 Ca SIP 4.2 Ca SIP Pakag 4.2. Ca ZIP pakag Figu 4: Svis - Ppa Cnn Pakag f Ings

6 Eah nn fil, as fund in h SIP, will b givn a uniqu idnifi a i hugh h fllwing psss. F ah fil, an iniial dminain f fil yp is gnad, and basd n his infmain and h assiad pliis f h llin a disin is mad whh his fil nds fuh haaisain. A npual vviw f h individual aiviis is givn in figu 4. Af analysing h nn fil and basd n h fil yp infmain and pssibly h dails abu h fil, as gahd duing haaisain, a psvain sagy is dmind. Fis f all, h psvabiliy f h fil yps is dmind (whh hy a in knwn and apd fmas, and knwn isks assiad wih amping psv givn fmas), and basd n his psvabiliy hk, i is dmind wha psvain ains a ndd. An xampl f suh ain uld b nmalis h fil in a pfd fil fma, suh as PDF/A (ISO 9005-:2005). Th svis ndd in h businss psss will all b aibud paiula businss mpnns in h Digial Rpsiy CBM map. F insan, Dmin Filyps is a svi f h businss mpnn Chaaisain, and Cll Madaa is a svi f h Madaa Managmn businss mpnn. As disussd ali, h a iniiaivs ass h glb dvlp svis, whih will bnfi digial psvain. Bu hw ds n dmin whn a svi is viabl f an ganisain? Whih masus a ndd implmn svis in a managabl way? IBM has dvlpd a Limus Ts idnify viabl svis, basd n h xpin f svi-ind ahiu (SOA) implmnains (wh h main gal is implmn svis in a flxibl and managabl way). Th Limus Ts is a s f qusins, whih nd b answd bf implmning a svi, fm vaius pins f viw: Businss Alignmn Is h ganisain willing fund h svi hugh is lifyl: pvisining, managmn, gvnan, and mainnan? Is h ganisain willing sha h svi innally xnally wih lins businss pans? Cmpsabiliy Is h svi slf-naind (an i b xud wihin h businss mpnns wihu any sus xnal h businss mpnn xp pnial svis b supplid by h businss mpnns)? Is h svi salss ( pains an b xud as indpndn ansains)? Exnalizd Svi Dsipin Is h svi dfind in a way ha maks i la wha inpu and upu a xpd, and wha h ffs f h svi will b? Rdundany Eliminain Can his svi b usd by h businss sakhlds wihin all psss wh is funin is quid? Af aying u h xiss dsibd abv aing a CBM map, idnify h svis via GSM and pfming h Svi Limus Ts an ganisain shuld hav an vviw f all h svis ha a ndd and wh hy will b usd, as wll as whih svis a gni and usabl. F xampl in figu 4, h lw lvl svis assiad wih.2 (Dmin Psvain Sagy), uld als b usd in h psvain psss,.g. whn analyzing alady ingsd asss ha nd b migad. Ha Maps Th Digial Rpsiy CBM map an b usd n nly idnify h svis, bu als disuss asps f ganisainal and Infmain Sysms (IS) ahiu. Rall h dfiniin f a businss mpnn as a lusing f businss aiviis wih mmn bjivs, whih pnially an b managd indpndnly wihin h ganisain. D i C n l E x u Svi Managmn Rlas Sagy Disibuin Plan Righs Managmn Rading Rm Dlivy & 3 Capu Inn 3d Pay Ings Linsing and 2 Ass Ryalis Managmn Managmn Pakaging & Dlivy Cllin Sagy Cllin Pliy Managmn Madaa Managmn 2 Cllin Sag Cllin Rsah Figu 5: Exampl f IS Ha Map 4 Cllin Managmn Chaaizain Validain Caalguing Psvain Managmn Psvain Sagy Psvain Pliy Managmn Psvain Planning Psvain 5 Ain 6 Digialisain Psvain Rsah Thnlgy Mniing DIAS 2 KB Caalgu 3 Elni Ps-Offi 4 Rfn WkSain 5 Disui 6 UVC Ha Maps a a visualizain l map diffn yps f ndd sus n h idnifid businss mpnns. Thy illusa pins f pnial su nfli bwn diffn businss mpnns. Th abv xampl f a Ha Map shws hw h maj appliains f h KB a psiind supp h businss mpnns. Th IS Ha Map pvids an vviw f h diffn appliains unly supping KB s businss bjivs. I als highlighs pnial whi 3

7 sps. F xampl, hnlgy mniing a h mmn sms n b suppd by any appliains in h painal nvinmn. An painal sluin uld b implmnd in n f h nx vsins f DIAS basd n Psvain Manag Pf f Cnps (Olmans, Dissn and Wijngaadn 2004), using anh fil fma gisy h implmnain f h suls in his aa f h PLANETS pj. Nmally h businss mpnns wuld b lud psn hi sa. In h abv IS Ha Map h lu wuld b usd psn h fi bwn aual and quid IT supp f h businss mpnn,.g. bad, avag and gd. Th Ha Map appah an als b usd valua whh h un ganisainal suus a alignd wih hanging quimns indud by h managmn f digial llins insid an ganisain. Idally, spnsibiliy f a givn businss mpnn will n b dividd v mulipl ganisainal unis. Th spnsibiliy f any businss mpnn shuld, basd n h dfiniin, b h spnsibiliy f n ganisainal uni mainain la spnsibiliis f h sus and ains b xud by h businss mpnn. In pai, suh ss-uni shaing f a mpnn fn ds u, whih an gna addiinal isks and dinain ss. Th Digial Rpsiy CBM map and Ha Maps an b usd gh mpa diffn ganisains and digial psiis. As disussd abv, sval un iniiaivs a invsigaing h haaisis f uswhy psiis, alng wih iia f hi audi and ifiain. Th us f CBM, Ha maps and GSM uld b usd ansla hs iia in digial psvain nvinmn sluins in spifi ganisainal and insiuinal nxs. Cnlusins and Nx Sps Ky h suss f any digial psiy fusd n lng-m psvain f is llins is pnnss and adhn pn sandads. Thnlgy innvain is nly alaing, wih nw digial fmas and supping appliain sfwa bing indud and digial bjs bming m mplx. Digial psiis will nd adap ninuusly, in d supp hs nw fmas wih apppia svis f haaisain, validain, ings, psvain and ass. A h mmn, h pfd indusy appah mak sysms flxibl is adp a svi-ind ahiu (SOA) and assiad wb svi sandads. Th Digial Rpsiy CBM map nabls sysmai analysis f h impa f nw dvlpmns. W bliv i is impan gnaliz and fin h Digial Rpsiy CBM and disuss h suls wihin h digial psvain mmuniy. Th CMB map uld als pvid addd valu nging audi and ifiain iniiaivs. W hav shwn hw h p-dwn Digial Rpsiy CBM map pvids h quid nx by idnifying h businss mpnns ndd manag a digial psiy. Wih GSM i is pssibl idnify h svis. Th Ha Maps shw h suls f impa analyss ha an b failiad by h CBM map f a muliud f fas: svis, IS, sus, psss and ganisain. W nsid his xis a usful mhd mdl quid svis in h fuu. Th nx sps will fus n h mmuniain and validain f h iniial Digial Rpsiy CBM map by h lng-m digial psvain mmuniy. W als wan valua h ffivnss f h Digial Rpsiy CBM map in h mpaisn and dinain f mulipl psiy nvinmns. Rfns Dbaz, S.; Häng, A.; Huh, K.; Kais, M.; Kil, C.; Klump, J.; Rödig, P.; Rhd-Enslin, S.; Shg, A.; Shöd, K.; and Sahmann, S Caalgu f Ciia f Tusd Digial Rpsiis, Vsin. Fankfu, Gmany: ns Wking Gup n Tusd Rpsiis Cifiain. Ens, M.; and Nisavi, J.M Adding Valu h IT Oganizain wih h Cmpnn Businss Mdl. IBM Sysms Junal 46(3): ISO Spa Daa and Infmain Tansf Sysms Opn Ahival Infmain Sysm Rfn Mdl. ISO Dumn Managmn Elni Dumn Fil Fma f Lng-Tm Psvain Pa : Us f PDF.4 (PDF/A-). MHugh, A.; Ruusalpp, R.; Rss, S.; and Hfman, H Digial Rpsiy Audi Mhd Basd n Risk Assssmn (DRAMBORA). Digial Cuain Cn and Digial Psvain Eup. M, R Twads a Thy f Digial Psvain. Innainal Junal f Digial Cuain 3(): Olmans E.; Dissn R.J. van; and Wijngaadn H. van Psvain Funinaliy in a Digial Ahiv. In Pdings f h Jin Cnfn n Digial Libais, Tusn, Aizna: ACM. Tuswhy Rpsiis Audi & Cifiain (TRAC): Ciia and Chklis Chiag, Ill.: Cn f Rsah Libais and OCLC Onlin Cmpu Libay Cn.

ISSeG EGEE07 Poster Ideas for Edinburgh Brainstorming

ISSeG EGEE07 Poster Ideas for Edinburgh Brainstorming SSG EGEE07 Pos das fo Edinbugh Bainsoming 3xposs, plus hoizonal and vical banns (A0=841mm x 1189mm) Why SSG: anion gabbing: hadlins/shock phoos/damaic ycaching imag Wha is SSG: pojc ovviw: SSG ino, diffnc

More information

Welcome to the workshop Occupational science as a theoreticalfoundation for practice in the social arena

Welcome to the workshop Occupational science as a theoreticalfoundation for practice in the social arena Wlm h wkhp Oupinl in hilfundin f pi in h il n - diu h pnil f OS in nw n - db limiin nd pibl hming Pvniv hlh Cmmuniy bd Fu n upin: Mning Enggmn Piipin Inn mhnim: Mul ngh Rng f min Cgniin S i l H l h Oupinl

More information

Project Management 101

Project Management 101 P Wh is i? Th pli, ii d dii f ll sps f p d h ivi f ll hs ivlvd i d hiv dsid suls. Why shuld I h i? P skills hihly dsibl i h wkpl. Shl ps pvid xll ppuiis f suds fi hi pli d i skills d qui xuiv hiki skills

More information

A Place to Choose Quality, Affordable Health Insurance

A Place to Choose Quality, Affordable Health Insurance MI O A ʼ H A L HI U R A C X C H A G mp w n gm n n af a m ma k a h a b u h a m a M nn ha h n u an x hangw mp v mp nbyn u ag ng n u andha h a p v d p a g a unqua yanda dab y M nn a am w avv $1b nbyu ng hx

More information

PC Problems HelpDesk Service Agreement

PC Problems HelpDesk Service Agreement Enn SS 7 b aw f Un Sa & anaa an b nnana a I IS ILLEGL ND SRILY ROHIIED O DISRIUE, ULISH, OFFER FOR SLE, LIENSE OR SULIENSE, GIVE OR DISLOSE O NY OHER RY, HIS RODU IN HRD OY OR DIGIL FORM LL OFFENDERS WILL

More information

Preflighting for Newspaper

Preflighting for Newspaper Pflighing f Nwspp PS PDF EPS TIFF JPG Cifid Ghn pflighing* Lyd PDF pfligh ps Fixs ppss isss: ich blck x, hilins, vpins, c. Cn psv nspncis Cs nlizd p Pxy Csizbl pfligh nd p-fix pins Cn wch UNC nd FTP flds

More information

Director s Statement

Director s Statement " b f u gh Th ngb h f h h y ung h h n f h n y p h ChGu m nwh nh d' T u n b nd n ' " A W k, h, ThC Pu p O F F C A L S E L E C T O N S u F mf 2 9 P C n : m z @m y b f nk m m 415 5 48 6 4 MAY BE FRANK Fnk

More information

Plane Waves, Polarization and the Poynting Vector

Plane Waves, Polarization and the Poynting Vector Plan Wavs, Plaiain and h Pning Vc H = - h h + - Unifm Plan Wav in F Spac W hav pviusl sablishd h fllwing ppis f plan wavs in f spac: lcic and magnic fild cmpnns in ppagain dicin a. lcic and magnic filds

More information

www.akcp.com Virtual Sensors

www.akcp.com Virtual Sensors www.akcp.cm Irduci: Virual Ssrs Virual ssrs ca b a vry pwrful l i yur mirig sysm. O h scuriyprb yu ca hav up 80 f hs virual ssrs ad hy allw fr a muliud f applicais. Igrai wih MODBUS wrks wih h scuriyprb

More information

Oakland Accelerated College Experience 2014-2015

Oakland Accelerated College Experience 2014-2015 Oklnd Accld Cllg Exinc 2014-2015 Oklnd ACE Sdn Alicin nd Inin Ls N Fis N Middl n iniil H Addss Ci Zi Cd Bs Eil Addss Bs Phn Nb Cll Alniv Nb Cll Cll H Cll H D Bih (/dd/) Ening Gd s 09/2014 Ovll Cliv GPA/4.0

More information

Optimization of Periodic Review Inventory Model with Emergency order in Two-Echelon Supply Chain using Differential Evolution

Optimization of Periodic Review Inventory Model with Emergency order in Two-Echelon Supply Chain using Differential Evolution Opimizaion of Piodi Rviw Invnoy Modl Innaional Jounal of Compuaional Sin 99-6669 (Pin) 99-6677 (Onlin) Global Infomaion Publish 7, Vol., No., 69-89 Opimizaion of Piodi Rviw Invnoy Modl wih Emgny od in

More information

Chapter 4: Thinking Like a Programmer

Chapter 4: Thinking Like a Programmer Cha 4: Thnkng Lk a Pga Pag 53 Cha 4: Thnkng Lk a Pga On f h had hng lan hw hnk lk a ga. A ga n cad by l bk cla b gw f whn an ndvdal. T bc a "gd" ga ak an f chnlgy, lf lanng, bac nllgnc, and a dv ca and

More information

IT Update - August 2006

IT Update - August 2006 IT Nws Saus: No Aciv Til: Da: 7726 Summay (Opional): Body: Wlcom Back! Offic of Infomaion Tchnology Upda: IT Upda - Augus 26 Rob K. Blchman, Ph.D. Associa Dico, Offic of Infomaion Tchnology Whil You W

More information

Victims Compensation Claim Status of All Pending Claims and Claims Decided Within the Last Three Years

Victims Compensation Claim Status of All Pending Claims and Claims Decided Within the Last Three Years Claim#:021914-174 Initials: J.T. Last4SSN: 6996 DOB: 5/3/1970 Crime Date: 4/30/2013 Status: Claim is currently under review. Decision expected within 7 days Claim#:041715-334 Initials: M.S. Last4SSN: 2957

More information

Cruisin with Carina Motorcycle and Car Tour Guide

Cruisin with Carina Motorcycle and Car Tour Guide Ifi Tchlgy Slui Wh Swdih hpiliy V, ully. Cuii wih Ci Mcycl d C Tu Guid Ikp: Ci Th 290 Ru 100 W Dv, V 05356 800-745-3615 802-464-2474 L h g ll! Th d i ck, c, i d l x. My 17h, 18h, & 19h W ivi yu c cui h

More information

Neighborhood Evaluation in Acquiring Stock Trading Strategy Using Genetic Algorithms

Neighborhood Evaluation in Acquiring Stock Trading Strategy Using Genetic Algorithms Il Jul Cpu I S Iul M Appl. ISSN 215-7988 Vlu 4 (212) pp. 366 373 MIR Lb, www.lb./j/x.hl Nhbh Elu Aqu Sk S U G Alh Kzuh Mu Hu S p Cpu S, Cll E, Nh U, 1 Nkw, ku, u-h, K, 963-8642, Jp [email protected] Ab: W pp

More information

Prepare for business. Prepare for success

Prepare for business. Prepare for success s s c c u s f a p P c vi S ic v Ad ss sin Bu? y n a p d m a t c l d S it il m EW ICA Ppa f businss Dcisins yu tak in th aly yas f yu businss can b th mst difficult as wll as th mst imptant, paticulaly

More information

Overview. COSC 6397 Big Data Analytics. Fundamentals. Edgar Gabriel Spring 2015. Data Characteristics. Performance Characteristics

Overview. COSC 6397 Big Data Analytics. Fundamentals. Edgar Gabriel Spring 2015. Data Characteristics. Performance Characteristics COSC 6397 Big Data Analtics Fundantals Edga Gabil Sping 2015 Ovviw Data Chaactistics Pfanc Chaactistics Platf Cnsidatins 1 What aks lag scal Data Analsis had? Oftn suaizd as VVVV Vlu: 5 Exabts f data catd

More information

The Casino Experience

The Casino Experience Th Casino Expin with Mahi s authnti Indian uisin Lt us nttain you Th Casino Expin 10 Th Staight Flush Expin 20 p ps If you looking fo a gat night out, a Casino Expin patnd This is a gat intoduti to gaing

More information

Geotechnical engineering education and practice in Croatia

Geotechnical engineering education and practice in Croatia Gh du d p C V Szv-N d M S Kvv Fu f Cv E, Uv f Zb, Zb, C ABSTRACT: Th N p Gh du d p C pd A h vvw udd Th ph h h h ud h hh du d h B p Gh u ffd fu C Uv d Ph d bh h d d h w uu I hw h h du h d C, d ud u du f

More information

Monitoring Call Center Applications with Application Response

Monitoring Call Center Applications with Application Response Mg App wh App p U Hh App p m mg h pfm f pp, h kp pp by pv b pp h hy f g m. Wh App p, y f pp pmz p m fy bh pfm pbm bf hy mp pvy. App p m h - p m f h pp whh y pv y wh pg m q: h kp pp, m b pp, h. I pv --

More information

SCO TT G LEA SO N D EM O Z G EB R E-

SCO TT G LEA SO N D EM O Z G EB R E- SCO TT G LEA SO N D EM O Z G EB R E- EG Z IA B H ER e d it o r s N ) LICA TIO N S A N D M ETH O D S t DVD N CLUDED C o n t e n Ls Pr e fa c e x v G l o b a l N a v i g a t i o n Sa t e llit e S y s t e

More information

Derivations and Applications of Greek Letters Review and

Derivations and Applications of Greek Letters Review and Rvi //008 Chap 0 Divaion an Applicaion of Gk L Rviw an Ingaion By Hong-Yi Chn, Rug Univiy, USA Chng-Fw L, Rug Univiy, USA Wikang Shih, Rug Univiy, USA Abac In hi chap, w inouc h finiion of Gk l. W alo

More information

X-CAPM: An Extrapolative Capital Asset Pricing Model

X-CAPM: An Extrapolative Capital Asset Pricing Model X-CAPM: An Exapolaiv Capial Ass Picing Modl Nicholas Babis*, Robin Gnwood**, Lawnc Jin*, and Andi Shlif** *Yal Univsiy and **Havad Univsiy Absac Suvy vidnc suggss ha many invsos fom blifs abou fuu sock

More information

ADVANCED TERMITE CONTROL. s e. m it e & WHATS BUGGING YOU? WELCOME! A d va WHAT S INSIDE THE NEWSLETTER?

ADVANCED TERMITE CONTROL. s e. m it e & WHATS BUGGING YOU? WELCOME! A d va WHAT S INSIDE THE NEWSLETTER? ADVANED TERMITE ONTROL, IN. IS A LOAL, NEWSLETTER? -INTRODUING OUR FAMILY -WHAT S BUGGING YOU? -WHO S WHO! SERVIES: -ANNUAL ROTETION ROGRAM -ONE TIME ORRETIVE SERVIE - BED BUG INSURANE - GOING GREEN -

More information

Knowledge as a Service

Knowledge as a Service Kwdg v Bg dym kwdg y m mx WD, A Xx Cmpy pvd m-h kwdg mgm, m d y hp bd dv m ffv m v xp. WD Kwdg v dp y m h p wh zd, dym d p f kwdg pvd ffv d pp f y m h mx. Why gd m kwdg mp? A gz f g m, mvg mh ff pb w-

More information

Cell Structure and Function

Cell Structure and Function Nm C D Chp 7 C Suu d Fu S 7 1 Lf I Cu (pg 169 172) Th xp wh h hy. I db h h f w g f, pky d uky. Idu (pg 169) 1. Wh h uu h mk up vy vg hg? Th Th C Thy (pg 169 170) 2. Wh w A v Luwhk h f h 1600? H w h f p

More information

OPTIONS EVALUATION - BLACK-SCHOLES MODEL VS. BINOMIAL OPTIONS PRICING MODEL

OPTIONS EVALUATION - BLACK-SCHOLES MODEL VS. BINOMIAL OPTIONS PRICING MODEL Ya IX, o./00 37 OPIO EVALUAIO - BLACK-CHOLE MODEL V. BIOMIAL OPIO PRICIG MODEL Po. Ioan RECA, PhD Assis. Po. Maia-Miuna POCHEA, PhD un L. Angla-Maia FILIP, Ph Babş-Bolyai Univsiy, Cluj-aoa. Inouion A aiulaly

More information

C e r t ifie d Se c u r e W e b

C e r t ifie d Se c u r e W e b C r t ifi d S c u r W b Z r t ifizi r t Sic h r h it im W b 1 D l gat s N ic o las M ay n c o u r t, C EO, D r am lab T c h n o lo gi s A G M ar c -A n d r é B c k, C o n su lt an t, D r am lab T c h n

More information

Methodological Problems in Solvency Assessment of an Insurance Company 1

Methodological Problems in Solvency Assessment of an Insurance Company 1 Invsmn Managmn and Financial Innovaions, /4 95 Mhodological Poblms in Solvncy Assssmn of an Insuanc Comany 1 Rosa Cocozza, Emilia Di Lonzo 3, Mailna Sibillo 4 Absac Th cn wid dvlomn and changs in insuanc

More information

NEGLIGENT INFLICTION OF EMOTIONAL DISTRESS IS STILL ALIVE IN TEXAS

NEGLIGENT INFLICTION OF EMOTIONAL DISTRESS IS STILL ALIVE IN TEXAS NEGLIGENT INFLICTION OF EMOTIONAL DISTRESS IS STILL ALIVE IN TEXAS (I H Oy B Sy W) By F A. Sp 1 G W. (W) Hz 2 M Tx wy w p v w w Sp C Tx b 1993 By v. K. 3 Hwv, b Tx k k. T y b pp, b vb, y. I Tx p b by jy

More information

1.- L a m e j o r o p c ió n e s c l o na r e l d i s co ( s e e x p li c a r á d es p u é s ).

1.- L a m e j o r o p c ió n e s c l o na r e l d i s co ( s e e x p li c a r á d es p u é s ). PROCEDIMIENTO DE RECUPERACION Y COPIAS DE SEGURIDAD DEL CORTAFUEGOS LINUX P ar a p od e r re c u p e ra r nu e s t r o c o rt a f u e go s an t e un d es a s t r e ( r ot u r a d e l di s c o o d e l a

More information

Missing and Exploited Children

Missing and Exploited Children U.. D f J ff f J P ff f Jv J Dqy Pv F R M Ex h A Dy f Lw Ef h Pb Pv A F Ay Tk F f M Ex h xh E U.. D f J ff f J P 810 vh NW. Wh, D 20531 E H. H, J. U.. Ay G L. Rb A Ay G Jff wkwk A A ff f Jv J Dqy Pv ff

More information

Budgeting. Here are five easy ways to keep your budget. Keeping up with all the INS and OUTS POSITIVE. Budget Quick Start. Go Green!

Budgeting. Here are five easy ways to keep your budget. Keeping up with all the INS and OUTS POSITIVE. Budget Quick Start. Go Green! Bgig K lif G h igh l f chl Mbil, li, v g bkig h w chck cc c i blc M bk l ff li bkig, which i g w k ll f ic i chck Lk f chckig vig cc h icl li bkig l v bil bkig, c k chck bg i G G! G f l li lik li bill

More information

tis, cis cunc - cunc - tis, cis tis, cis cunc - tis, func - def - def - tis, U func - def - func - tis, pa - tri pa - tri pa - tri tu - per - tu -

tis, cis cunc - cunc - tis, cis tis, cis cunc - tis, func - def - def - tis, U func - def - func - tis, pa - tri pa - tri pa - tri tu - per - tu - 1 B Ihsu dulcs cuncts [Supr 1] [Supr 2] Tnr B B B B - B - B - Ih - Ih - Ih - su su su cs cs cs cunc - cunc - cunc - Amns, Bblthèqu Cntl L Agn, ms 162 D, ff 2v-10 ts, ts, ts, E-tr - E-tr - E-tr - n p n

More information

ciddle School / cat 2011-2012

ciddle School / cat 2011-2012 h S Middl P s r u l / Gr d n p d n I Plan g l a a 1-2012 1 0 2 / 8 s r s 6 d u a r G / l h S l d Mid i r s i D l h S n pnd g l a 2 1 0 a 2 1 1 0 2 / 8 s 6 s r d u Gra i r s i hl D Middl isri iddl Shl /

More information

C o a t i a n P u b l i c D e b tm a n a g e m e n t a n d C h a l l e n g e s o f M a k e t D e v e l o p m e n t Z a g e bo 8 t h A p i l 2 0 1 1 h t t pdd w w wp i j fp h D p u b l i c2 d e b td S t

More information

Chad Saunders 1, Richard E Scott 2

Chad Saunders 1, Richard E Scott 2 Chad Sauds 1, Richad E Sco 2 1 Haskay School of Busiss. 2 Dpam of Commuiy Halh Scics ad Family Mdici / Dico, Offic of Global -Halh Sagy. Uivsiy of Calgay, Calgay, Alba, Caada Md--Tl 2013 Luxmboug, G. D.

More information

Problem Solving Session 1: Electric Dipoles and Torque

Problem Solving Session 1: Electric Dipoles and Torque MASSACHUSETTS INSTITUTE OF TECHNOLOGY Dpatmnt of Physics 8.02 Poblm Solving Sssion 1: Elctic Dipols and Toqu Sction Tabl (if applicabl) Goup Mmbs Intoduction: In th fist poblm you will lan to apply Coulomb

More information

Click prefect Enroll Digital

Click prefect Enroll Digital Clc pfc Ell Dl T 48 Hu Avc Sch E Opmz Ell Dl HELPLINE +91 9015011011 PH. 011 45620832 OB. +91 9873388286 EAIL [email protected] Iuc Th y, h l ply hf fm lu l. Ppl cum m m l c ly b mbl ph, lpp, p cmpu, m cmp h

More information

Unit 2. Unit 2: Rhythms in Mexican Music. Find Our Second Neighborhood (5 minutes) Preparation

Unit 2. Unit 2: Rhythms in Mexican Music. Find Our Second Neighborhood (5 minutes) Preparation Uni 2 Prparaion Uni 2: Rhyhms in Mxican Music Find Our Scond Nighborhood (5 minus) Th Conducor now aks us on a journy from Morningsid Highs, Manhaan, o Eas Harlm, Manhaan, o m our nx singr, Clso. Hav sudns

More information

Child Care Resource Kit celebrate relationships!

Child Care Resource Kit celebrate relationships! K u R C d C b d k f Fu w y Pd by p! u R Cd C g d g b u d yu g p m d fu g f pg m g w Tk yu C g p D Ng kd pg u bk! T y g b fm dy m d md g g p By pvdg ud d ug yu u f D Ng Cg v, yu b pg up g u d g v bf W v

More information

A Versatile Method for Analyzing the Influence of Track Irregularity on Vehicle-track-bridge Coupled System

A Versatile Method for Analyzing the Influence of Track Irregularity on Vehicle-track-bridge Coupled System Rah Jounal of Applid Sin, Engining and Thnology 7(6): 1156-116, 01 ISSN: 00-759; -ISSN: 00-767 Maxwll Sinifi Oganizaion, 01 Sumid: Mah 0, 013 Apd: Mah 9, 013 Pulihd: Fuay 15, 01 A Vail Mhod fo Analyzing

More information

DevOps & WebSphere: Experiences in Chef enabling the IBM WebSphere Liberty Profile

DevOps & WebSphere: Experiences in Chef enabling the IBM WebSphere Liberty Profile Jm h WbSh S d dm 5 h h 4 DO & WbSh: Ex Chf b h IB WbSh Lb f 4 IB C 4 IB C L Dm IB C 4 Rh Rd h fm d h b dd f fm Wh ff w md f h m d f h fm d h b, dd S IS wh w f kd, x md I dd, h fm bd IB d d, whh b h b IB

More information

Campus Sustainability Assessment and Related Literature

Campus Sustainability Assessment and Related Literature Campus Sustainability Assessment and Related Literature An Annotated Bibliography and Resource Guide Andrew Nixon February 2002 Campus Sustainability Assessment Review Project Telephone: (616) 387-5626

More information

PROJECT MANAGEMENT CORE COMPETENCIES

PROJECT MANAGEMENT CORE COMPETENCIES Tasuy Bad f Caada Scaia Scéaia du Csil du Tés du Caada A Ehacd Famwk f h aagm f Ifmai Tchlgy jcs ROJECT ANAGEENT CORE COETENCIES ach, 1998 jc aagm Offic Chif Ifmai Offic Bach Tasuy Bad f Caada Scaia Caada

More information

Compression Outline. LZ77: Sliding Window Lempel-Ziv. Lempel-Ziv Algorithms. CPS 296.3:Algorithms in the Real World

Compression Outline. LZ77: Sliding Window Lempel-Ziv. Lempel-Ziv Algorithms. CPS 296.3:Algorithms in the Real World Cmprssin Outlin CPS 296.3:Algrithms in th Ral Wrl Data Cmprssin III Intrutin: Lssy vs. Lsslss, Bnhmarks, Infrmatin Thry: Entrpy, t. Prbability Cing: Huffman + Arithmti Cing Appliatins f Prbability Cing:

More information

Transient Voltage Suppressor SMBJ5.0 - SMBJ440CA

Transient Voltage Suppressor SMBJ5.0 - SMBJ440CA Features: Glass passivated junction Low incremental surge resistance, excellent clamping capability 600W peak pulse power capability with a 10/1,000μs waveform, repetition rate (duty cycle): 0.01% Very

More information

Table 1. Compound annual real returns, by type of investment, 1802-1998 (in percent)

Table 1. Compound annual real returns, by type of investment, 1802-1998 (in percent) Tabl 1. Compound annual al uns, by yp of invsmn, 1802-1998 in pcn iod Socks Bonds Bills old Inflaion 1802-1998 7.0 3.5 2.9-0.1 1.3 1802-1870 7.0 4.8 5.1 0.2 0.1 1871-1925 6.6 3.7 3.2-0.8 0.6 1926-1998

More information

Masters Mens Physique 45+

Masters Mens Physique 45+ C G x By, F, hysq, Bk Chpshps Ap, Cv Cy, Cf Mss Ms hysq + Fs Ls Css Ov Css s G MC Chpk M+ W M+/MC y Bs 9 8 9 9 8 B O'H 8 9 8 S Rs 8 8 9 h K 9 D Szwsk 8 9 8 9 9 G M+ h D Ly Iz M+ 8 M R : : C G x By, F,

More information

PROVIDER APPLICATION FOR MEDICAL LIEN PORTFOLIO PURCHASE

PROVIDER APPLICATION FOR MEDICAL LIEN PORTFOLIO PURCHASE G CA HNOW F OYOUM D CA N C F d g f d gp fm d ( OP ) g p y w U W b p d gf g f p f f 10y W yb q dbyp b mp y d b p b Y dw gf y d k f py m by gy m d f d g p yf mp Wp d d w p ya p f f mub dm d p d W pf p z

More information

e3 insights Stop interrupting me! Re-discovering the art of attraction through content marketing

e3 insights Stop interrupting me! Re-discovering the art of attraction through content marketing Global Insihs Maazin Issu 10 - Edid by Bas On 2013 3 insihs Sop inupin m! R-discovin h a of aacion houh conn makin 2 3 4 6 INSIDE THIS ISSUE Wha is conn makin? And why should I b insd? Inup vs ins Ou-hink

More information

BERGEN COMMUNITY COLLEGE DIVISION OF BUSINESS, PERFORMING ARTS AND SOCIAL SCIENCES BUSINESS DEPARTMENT

BERGEN COMMUNITY COLLEGE DIVISION OF BUSINESS, PERFORMING ARTS AND SOCIAL SCIENCES BUSINESS DEPARTMENT BERGEN COMMUNITY COLLEGE DIVISION OF BUSINESS, PERFORMING ARTS AND SOCIAL SCIENCES BUSINESS DEPARTMENT BUS 207 Pcpl f Mg S, Y Syllbu Dl Cu Nub/Sc: Mg Dy & T: Iuc: Offc Lc: Ph: R Nub: Offc Hu: E-l : C u

More information

Derivative Markets and Instruments

Derivative Markets and Instruments 1 Mdule # 6 Cmpnent # 1 This Cmpnent: fcuses n the basics f as part f ur examinatin f Derivatives. assumes a base level f financial thery, but attempts t add a level f practical applicatin. We attempt

More information

Ref No: Version 5.1 Issued: September, 2013

Ref No: Version 5.1 Issued: September, 2013 Sv Goodridg 21 Casl Sr Edardson SA 5039 obil: 0405 111 646 [email protected] Adlaid SEO ~ Sv Goodridg Sarch Engin Succss R No: Vrsion 5.1 Issud: Spbr, 2013 Sv Goodridg ~ Adlaid SEO SEO-Packs.doc

More information

Preface. P.1 Purpose. P.3 Authority. P.4 References. Procedures for Performing a Failure Modes, Effects, and Criticality

Preface. P.1 Purpose. P.3 Authority. P.4 References. Procedures for Performing a Failure Modes, Effects, and Criticality Pfa Sandad fo Pfomng a Falu Mod and Effs Analyss (FMEA) and Esablshng a Cal Ims Ls (CIL) (DRAFT) Flgh Assuan Podu (FAP) 322-209 P.1 Pupos An FMEA an b dsbd as a sysma goup of avs nndd o: (a) ognz and valua

More information

UNIVERSITÉ PARIS I PANTHÉON-SORBONNE MASTER MMMEF

UNIVERSITÉ PARIS I PANTHÉON-SORBONNE MASTER MMMEF UNIVRIÉ PARI I PANHÉON-ORBONN MAR MMM Pacou inanc Ramzi MAALOU PARICULARII of h COMMODII MARK Réumé C appo d ag pén un vu global du maché d maiè pmiè L impoanc d c maché n a pa cé d augmn c dniè anné n

More information

Frederikshavn kommunale skolevæsen

Frederikshavn kommunale skolevæsen Frederikshavn kommunale skolevæsen Skoleåret 1969-70 V e d K: Hillers-Andersen k. s k o l e d i r e k t ø r o g Aage Christensen f u l d m æ g t i g ( Fr e d e rik sh av n E k sp r e s- T ry k k e rie

More information

Transistor is a semiconductor device with fast respond and accuracy. There are two types

Transistor is a semiconductor device with fast respond and accuracy. There are two types Tranitor Amplifir Prpard y: Poa Xuan Yap Thory: Tranitor i a miondutor dvi with fat rpond and auray. Thr ar two typ of tranitor, a Bipolar Juntion Tranitor and a Fild Efft Tranitor. Hr, w will looking

More information

Cisco InterCloud. Turvallinen tapa rakentaa Hybrid Cloud. Mika Meritähti Systems Engineer DCV

Cisco InterCloud. Turvallinen tapa rakentaa Hybrid Cloud. Mika Meritähti Systems Engineer DCV Cc Clud Tuvall apa akaa Hybd Clud Mka Mäh Sym Eg DCV Why Hybd Clud? all abu h wklad DC Pva Clud Chc buld & ac pvd Wklad pably C cuy Hybd Clud Publc Clud Fxd wklad Cl & cmplac 2014 Cc ad/ affla. All gh

More information

Web Content Management System: Page Type Reference Guide

Web Content Management System: Page Type Reference Guide Wb Cnn Mnn : P T Rnc Gu Auu 2012 CM P T Rnc Gu CM P T Rnc Gu...3 W D I Cnc F H?...3 Gnc P...3 Nw H P...7 T Nw R H C P...7 Nw R P...8 Evn H P...10 Invu Evn P...11 H...13 I D P...14 D P...18 Qun n Anw H

More information

11 + Non-verbal Reasoning

11 + Non-verbal Reasoning Prti Tst + Non-vrl Rsoning R th instrutions rfully. Do not gin th tst or opn th ooklt until tol to o so. Work s quikly n s rfully s you n. Cirl th orrt lttr from th options givn to nswr h qustion. You

More information

Tank Level GPRS/GSM Wireless Monitoring System Solutions

Tank Level GPRS/GSM Wireless Monitoring System Solutions Tank Lvl GPRS/GSM Wilss Monitoing Systm Solutions HOLYKELL TECHNOLOGY CO.LTD May,2014 Ⅰ. Solution Rquimnts 1. Intoduction Th solution is mainly including: wilss data tansciv tminal, lvl snso and PC sv

More information

Gain vs. Proportional Band

Gain vs. Proportional Band Gain vs. Prprtinal Band The end result f the analysis f a typial lp tuning predure, whether pen lp r lsed lp, is a set f parameters with whih t adjust the ntrller. One f these parameters is ntrller gain.

More information

Special Advertising Section

Special Advertising Section S Ad S Nw Yk H F S B R, f d -kd f kwd wkf, h G Rh, Nw Yk R d k d b. By S H. B Th d f h -y G Rh, Nw Yk R f: 18 d d, xy j k, f h w hh- d 7% f h wd y f fh w. By y, h wh h d f b. Y h f y f, y d b k d h I Dy

More information

Personal Selling. Lesson 22. 22.1 Objectives. 22.2 Meaning of Personal Selling

Personal Selling. Lesson 22. 22.1 Objectives. 22.2 Meaning of Personal Selling Persnal Selling Lessn 22 Persnal Selling When yu want t buy smething yu usually g t a cncerned shp and purchase it frm there. But, smetimes yu find peple bring certain gds r prducts and make them available

More information

Future Trends in Airline Pricing, Yield. March 13, 2013

Future Trends in Airline Pricing, Yield. March 13, 2013 Future Trends in Airline Pricing, Yield Management, &AncillaryFees March 13, 2013 THE OPPORTUNITY IS NOW FOR CORPORATE TRAVEL MANAGEMENT BUT FIRST: YOU HAVE TO KNOCK DOWN BARRIERS! but it won t hurt much!

More information

Sticky News. sticky rice cooking school newsletter

Sticky News. sticky rice cooking school newsletter S R C S V A T 3 HS SA 2009 S Nw w #05 m 2010 j v T L & S O I M T Ow C F... S C Nw C C A Smb 2010 M C S R C S BEST FOOD EXPERIENCE 2009 N F C w S R C S w w b Aw T 6 B F Ex A. A N F A Tv Tm Aw, w b M Ex

More information

The Derivative of a Constant is Zero

The Derivative of a Constant is Zero Sme Simple Algrihms fr Calculaing Derivaives The Derivaive f a Cnsan is Zer Suppse we are l ha x x where x is a cnsan an x represens he psiin f an bjec n a sraigh line pah, in her wrs, he isance ha he

More information

CONSISTENCY OF (INTERTEMPORAL) BETA ASSET PRICING AND BLACK-SCHOLES OPTION VALUATION

CONSISTENCY OF (INTERTEMPORAL) BETA ASSET PRICING AND BLACK-SCHOLES OPTION VALUATION Invsmn anagmn and Finanial Innovaions, Volum 3, Issu 4, 6 55 CONSISTENCY OF INTERTEPORAL BETA ASSET PRICING AND BLAC-SCHOLES OPTION VALUATION Anj Hnn, P Rihling Absa I is wll-known ha h CAP valuaion omula

More information

FORT WAYNE COMMUNITY SCHOOLS 12 00 SOUTH CLINTON STREET FORT WAYNE, IN 468 02 6:02 p.m. Ma r c h 2 3, 2 015 OFFICIAL P ROCEED ING S Ro l l Ca l l e a r d o f h o o l u e e o f t h e r t y m m u t y h o

More information

T c k D E GR EN S. R a p p o r t M o d u le Aa n g e m a a k t o p 19 /09 /2007 o m 09 :29 u u r BJB 06 013-0009 0 M /V. ja a r.

T c k D E GR EN S. R a p p o r t M o d u le Aa n g e m a a k t o p 19 /09 /2007 o m 09 :29 u u r BJB 06 013-0009 0 M /V. ja a r. D a t a b a n k m r in g R a p p o r t M Aa n g e m a a k t o p 19 /09 /2007 o m 09 :29 u u r I d e n t if ic a t ie v a n d e m S e c t o r BJB V o lg n r. 06 013-0009 0 V o o r z ie n in g N ie u w la

More information

Many quantities are transduced in a displacement and then in an electric signal (pressure, temperature, acceleration). Prof. B.

Many quantities are transduced in a displacement and then in an electric signal (pressure, temperature, acceleration). Prof. B. Displacmn snsors Many quaniis ar ransducd in a displacmn and hn in an lcric signal (prssur, mpraur, acclraion). Poniomrs Poniomrs i p p i o i p A poniomr is basd on a sliding conac moving on a rsisor.

More information

Bankruptcy law and firms' behavior

Bankruptcy law and firms' behavior Woing ap Sis Naional n of ompnc in sach Financial Valuaion and is Managmn Woing ap No. 37 anupcy law and fims' bhavio nn paulad ud omm Fis vsion: Jun 5 un vsion: Fbuay 6 his sach has bn caid ou wihin h

More information

Solving the real business cycles model of small-open economies by a sample-independent approach

Solving the real business cycles model of small-open economies by a sample-independent approach Solving h al buin cycl modl of mall-opn conomi by a ampl-indpndn appoach Wn-Ya Chang Iniu of Economic, Naional Sun Ya-n Univiy Dpamn of Economic, Fu-Jn Caholic Univiy Hiu-Yun L * and Yu-Lin Wang Dpamn

More information

PSTN. Gateway. Switch. Supervisor PC. Ethernet LAN. IPCC Express SERVER. CallManager. IP Phone. IP Phone. Cust- DB

PSTN. Gateway. Switch. Supervisor PC. Ethernet LAN. IPCC Express SERVER. CallManager. IP Phone. IP Phone. Cust- DB M IPCC EXPRESS Product Solution (IPCC - IP Co n t a c t Ce n t e r ) E i n f ü h r u n g Ü b e r h u nd e r t M il l io ne n N u t ze r - P r o g no s e n zu f o l g e w e r d e n e s in d ie s e m J ah

More information

1. Oblast rozvoj spolků a SU UK 1.1. Zvyšování kvalifikace Školení Zapojení do projektů Poradenství 1.2. Financování 1.2.1.

1. Oblast rozvoj spolků a SU UK 1.1. Zvyšování kvalifikace Školení Zapojení do projektů Poradenství 1.2. Financování 1.2.1. 1. O b l a s t r o z v o j s p o l k a S U U K 1. 1. Z v y š o v á n í k v a l i f i k a c e Š k o l e n í o S t u d e n t s k á u n i e U n i v e r z i t y K a r l o v y ( d á l e j e n S U U K ) z í

More information

Working Paper Series Department of Economics Alfred Lerner College of Business & Economics University of Delaware

Working Paper Series Department of Economics Alfred Lerner College of Business & Economics University of Delaware Wk p Dp f Af L C f B & Uv f Dw Wk p N. 2005-21 Rf H : Mv B T Jff M 1 I. I vv, Ab - G, R Bv, H, f Cbv H ;. I f b v K Kf M. T. K w f f w-fv Uv f Dw. W wk v pj, pp p wk pj B. K w f f pp f b. H f Uv Fb fwp

More information

French Journey Day Trains Valid for sales and travel from April 15, 2011 until further notice

French Journey Day Trains Valid for sales and travel from April 15, 2011 until further notice French Journey Day Trains TGV Routes: Paris- Avignon, Bordeaux, Dijon, Lourdes, Lyon, Marseille, Nice, St Pierre Des Corps, Strasbourg Teoz Routes (TJC): Clermont Ferrand - Limoges -Toulouse - Bordeaux

More information

Product Profile. www.netsoltech.com

Product Profile. www.netsoltech.com Pduc Pfile www.nsolech.com Nsol Suie Cculao NSol Technologies bings you he pemium sofwae soluion fo ass fince & leasing. Ou suie of web based applicaions ae backed by 40 yeas of domain expise d suppoed

More information

Question 3: How do you find the relative extrema of a function?

Question 3: How do you find the relative extrema of a function? ustion 3: How do you find th rlativ trma of a function? Th stratgy for tracking th sign of th drivativ is usful for mor than dtrmining whr a function is incrasing or dcrasing. It is also usful for locating

More information

Ciascuncorsoincludeunacombinazionedigitescolastiche;duegiorni. interieduemezzegiornateselezionatetraleseguentidestinazioni:

Ciascuncorsoincludeunacombinazionedigitescolastiche;duegiorni. interieduemezzegiornateselezionatetraleseguentidestinazioni: Ognann 4 000g v an udn p v n n da70pa v ngna a B S c hp ud a I ng Ec c 8bun ag np c g B L c annab amacc 70d v naz na ànn c,chdannunapp un àd a nuvam c z da u mnddu an c vabb am magg num d a unz dgnnaz

More information

Valuing Long-Lived Assets

Valuing Long-Lived Assets Valuing Long-Lived Asses Olive Tabalski, 008-09-0 This chape explains how you can calculae he pesen value of cash flow. Some vey useful shocu mehods will be shown. These shocus povide a good oppouniy fo

More information

International Comparison of Housing Risk Premia

International Comparison of Housing Risk Premia Innaional Compaion of Houing Rik Pmia Chi Julliad ondon School of Economic and Gac Wong Whaon School of Buin Pliminay Vion: Fo Dicuion and Ciicim Only Yiia Gu and Alxanda Infld povidd xclln ach aianc.

More information

> Success in a New Age of Teaching > Seasonal Safety Tips. Steve Monahan President and CEO INSIDE. Meemic Insurance Company.

> Success in a New Age of Teaching > Seasonal Safety Tips. Steve Monahan President and CEO INSIDE. Meemic Insurance Company. I ip & f p xlivl vi dil i v 64 Fll 2014 Sv M Pid d CEO di f i d d i fll k-i i bi pp d k A f i l l, f, i lik i bk ld i i, i i. I M i fil. S. v M ll f bi p f, l p k C i, l Mi I i i d l, l di d f i O k i

More information

Titan Trading Analytics Inc. (TSXV: TTA) Initiating Coverage; Transitioning from research and development to commercialization

Titan Trading Analytics Inc. (TSXV: TTA) Initiating Coverage; Transitioning from research and development to commercialization z Siddhh Rjv, B.Tch, MBA Anly Rndll Hu, BBA Rch Aci Invmn Anlyi f Inllign Inv Mch 3, 2010 Tin Tding Anlyic Inc. (TSXV: TTA) Iniiing Cvg; Tniining fm ch nd dvlpmn cmmcilizin Induy: Applicin Sfw (Cpil Mk)

More information

Using a Balanced Scorecard to Tie the Results Act to Your Day-to-Day Operational Priorities

Using a Balanced Scorecard to Tie the Results Act to Your Day-to-Day Operational Priorities Using a Balanced Scorecard to Tie the Results Act to Your Day-to-Day Operational Priorities September 2004 Institute for the Study of Public Policy Implementation Overview Background Behind the Results

More information

EXECUTIVE SUMMARY. Survey Objective. How to Use This Report. Methodology

EXECUTIVE SUMMARY. Survey Objective. How to Use This Report. Methodology O M N NA ONAL AL N N MA K NG C OMP ANYW B C M OF WA AL O GAN Z A ON D C AL F O C NON D C AL F O C D B U O 2 0 1 2 l dm k g P c c u y F d g f d p h u yp d gp MM d m mb w hc mp h d l dm k g g z l u c u d

More information

DHL EXPRESS CANADA E-BILL STANDARD SPECIFICATIONS

DHL EXPRESS CANADA E-BILL STANDARD SPECIFICATIONS DHL EXPRESS CANADA E-BILL STANDARD SPECIFICATIONS 1 E-Bill Standard Layout A B C D E F G Field/ DHL Account Number Billing Customer Name Billing Customer Address Billing Customer City Billing Customer

More information

A Quick Guide to Colleges. Offering Engineering Degrees

A Quick Guide to Colleges. Offering Engineering Degrees Qk gs ffg gg Dgs Fby 2007 www.dgs.g Qk gs ffg gg Dgs Ts qk f g ps sy sg (by s) f U.S. gs ss ffg b s (4-y) gs gg 363 ss, spg 50 ss ps Ds f b R. Ts sy s s gg g pgs by f gg Tgy (T, gz f g sy pgs pp s, pg,

More information

SYSTEMS & SERVICES VENDOR PROGRAMS SPECIALTY MARKET PROGRAMS BE A SPECIALIST OR REFER A SPECIALIST

SYSTEMS & SERVICES VENDOR PROGRAMS SPECIALTY MARKET PROGRAMS BE A SPECIALIST OR REFER A SPECIALIST SYSS & SVICS CNUY 21 is th xclusiv sponso in th l stt ctgoy, nd is th only l stt ogniztion tht cn off I ILS wd ils. Poud suppot of st Sls sinc 1979. In 2008, CNUY 21 Cnd ctd th Kids to Cp pog wh vy $2,100

More information

Subject: Quality Management System Requirements SOP 4-1-0-1 -

Subject: Quality Management System Requirements SOP 4-1-0-1 - SOP 4-1-0-1 - 1.) Scop: This SOP covrs h rquirmns for Pharmco s Qualiy Managmn Sysm. 2.) Normaiv Rfrncs: SOP 4-4-2: Qualiy Manual. SOP 4-2-3-A: Masr Lis of Conrolld Documns SOP 5-6-0 Managmn Rsponsibiliy

More information

EM EA. D is trib u te d D e n ia l O f S e rv ic e

EM EA. D is trib u te d D e n ia l O f S e rv ic e EM EA S e c u rity D e p lo y m e n t F o ru m D e n ia l o f S e rv ic e U p d a te P e te r P ro v a rt C o n s u ltin g S E p p ro v a rt@ c is c o.c o m 1 A g e n d a T h re a t U p d a te IO S Es

More information

How to Subnet a Network How to use this paper Absolute Beginner: Read all Sections 1-4 N eed a q uick rev iew : Read Sections 2-4 J ust need a little h elp : Read Section 4 P a r t I : F o r t h e I P

More information