Re: Semantic Business Intelligence
Sebastian Samaruga <[email protected]> Tue, 7 Jul 2015 22:10:41 -0300
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--001a113ec9f8b4e958051a52cec5 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: quoted-printable Milton, I've just updated my notes. I'd like to share them with you: https://drive.google.com/file/d/0BxxuOINjaiBNcW11ODJXYkFzUGs/view?pli=3D1 Best regards, Sebastian. On Tue, Jul 7, 2015 at 10:00 PM, Sebastian Samaruga <[email protected]> wrote: > Milton, I've just updated my notes. I'd like to share them with you: > https://drive.google.com/file/d/0BxxuOINjaiBNcW11ODJXYkFzUGs/view?pli=3D1 > > Best regards, > Sebastian. > > > On Mon, Jul 6, 2015 at 3:05 PM, Sebastian Samaruga <[email protected]> > wrote: > >> Milton, >> >> Any kind of collaboration would be greatly appreciated. What do you thin= k >> are the best means to collaborate, compare notes or 'brainstorm' on the >> subject? >> >> Best regards, >> Sebastian. >> >> >> On Fri, Jul 3, 2015 at 2:04 PM, ProjectParadigm-ICT-Program < >> [email protected]> wrote: >> >>> Dear Sebastian, >>> >>> Global universal digital dashboards, which are semantic technology >>> enabled, form a subset of Semantic Business Intelligence, and an area o= f >>> hot research in ICT for (sustainable) development, eHealth, mHeatlh and= the >>> Internet of Things. The W3C has two Community Groups active in areas wh= ich >>> touch directly upon this subject being SWISIG and CSCG.I think it would= be >>> very useful to compare notes and projects and define common ground for >>> further collaboration. >>> >>> Can w brainstorm collectively on this issue? >>> >>> Milton Ponson >>> GSM: +297 747 8280 >>> PO Box 1154, Oranjestad >>> Aruba, Dutch Caribbean >>> Project Paradigm: A structured approach to bringing the tools for >>> sustainable development to all stakeholders worldwide through collabora= tive >>> research on applied mathematics, advanced modelling and creating ICT to= ols >>> for development >>> >>> This email and any files transmitted with it are confidential and >>> intended solely for the use of the individual or entity to whom they ar= e >>> addressed. If you have received this email in error please notify the >>> system manager. This message contains confidential information and is >>> intended only for the individual named. If you are not the named addres= see >>> you should not disseminate, distribute or copy this e-mail. >>> >>> >>> >>> On Wednesday, July 1, 2015 7:55 PM, Sebastian Samaruga < >>> [email protected]> wrote: >>> >>> >>> Daniel, Thanks for the response. I'll try to reply your question inline >>> with your message: >>> >>> On Mon, Jun 29, 2015 at 6:41 AM, Daniel Hladky <[email protected]= > >>> wrote: >>> >>> Sebastian, >>> >>> Are you trying to build something similar to >>> http://stack.linkeddata..org/ <http://stack.linkeddata.org/> >>> >>> >>> No, I'm trying to develop a very minimalistic knowledge component >>> reusable in other applications. Yes, it will have APIs for alignment an= d >>> merging of datasets, link discovery and resource identity resolution bu= t >>> only in a given domain of discourse which is the RDF (plain) data from >>> which the component is populated. 'Plain' RDF means I have *no schema >>> information* in the input datasets, data could be gathered from any sou= rce, >>> even a CSV file. The final deployment is a RESTful service which takes = RDF >>> fragments as input and returns the augmented knowledge regarding those >>> fragments and also 'learns' (indexes) the queries (answers) and returns >>> results (responses). Another RESTful service being built is one that >>> enables a Semantic / Object mapping returning an object graph >>> representation of the responses, serialized in a manner which allows to >>> populate classes, objects and properties in the client (JSON, JAXB). >>> >>> >>> The stack was developed as part of the LOD2 and GeoKnow project. Both >>> projects are (have been) funded by the EU FP7 program. We at Ontos are = part >>> of the GeoKnow project and involved in the framework. >>> >>> The stack follows the linked data life-cycle and when checking your >>> http://lists.w3.org/Archives/Public/semantic-web/2015Feb/0096.html it >>> seems to me that you try to achieve the same thing. >>> >>> If not here a set of questions: >>> >>> >>> No >>> >>> >>> >>> What are you trying to do on top of our linked data stack? >>> >>> >>> At least now, I'll make no use of the linked data stack.. The component >>> has an activation framework which enables me to gather the domain >>> information I need directly from the business data sources. >>> >>> >>> >>> What are the use cases? >>> >>> >>> Augmentation of CMS repositories. Master Data Management (BI) >>> >>> >>> >>> Do you plan any specific analytical modules? >>> >>> >>> There is the syllogistic reasoning mode which allows using Resources an= d >>> their (class/instance) IDs and their Links to reason in this way: >>> >>> Socrates kind Human. >>> Human life Mortal >>> Socrates kind*life Mortal. >>> >>> >>> >>> >>> How would you compare your solution against traditional BI solutions? >>> (Pentaho, SAP, Business Objects etc) >>> >>> >>> The component can be used as a client consuming or service provider for >>> those solutions. >>> >>> >>> >>> >>> Cheers, >>> Daniel >>> >>> On Fri, Jun 26, 2015 at 8:52 PM, Sebastian Samaruga < >>> [email protected]> wrote: >>> >>> Hi all. There is a draft I've been working for a while and I'm needing >>> help trying to laid down some ideas for the core concepts of a platform >>> that should enable data/schema merging, discovery and augmentation of d= ata >>> provided by many different sources. >>> >>> Then there should be an API exploiting the concept of 'arithmetic' >>> inference and reasoning using 'meaningful' numeric identifiers. The >>> document describing the ongoing outermost concepts is in a PDF file >>> attached to this document. If there are problems with the attachment th= e >>> file is accessible at: >>> >>> https://drive.google..com/open?id=3D0BxxuOINjaiBNcW11ODJXYkFzUGs&authus= er=3D0 >>> <https://drive.google.com/open?id=3D0BxxuOINjaiBNcW11ODJXYkFzUGs&authus= er=3D0> >>> >>> Some techniques on Mappings similarity hashing and merging and Template >>> aggregation for presentation/layers interaction purposes left to be def= ined >>> completely. >>> >>> The most important thing I'm needing right now are comments and >>> criticisms that could help me refine my concepts. Thanks in advance, >>> >>> Best regards, >>> Sebastian Samaruga. >>> >>> >>> >>> >>> -- >>> >>> *______________________________________________________________________= ___________* >>> *Daniel Hladky, *CEO & VR >>> >>> *Ontos AG **Ont= os >>> GmbH* >>> Mittelstrasse 24, 2560 Nidau, Switzerland Ostwaldstr. 4, 04329 >>> Leipzig, Germany >>> *E* [email protected] <[email protected]%21%0d%0a%20mh> = *W >>> *www.ontos.com <http://www.ontos.comh/> *Amtsgericht Leipzig, >>> HRB 25146* >>> *M* +41 79 3535043 *T *+41 32 3329250 *T >>> *+49 32 3329250 >>> Verwaltungsrat: Daniel Hladky >>> Gesch=C3=A4ftsf=C3=BChrer: Daniel Hladky >>> >>> *______________________________________________________________________= ___________* >>> This e-mail (including any attachments) contains confidential >>> information and may be privileged or otherwise protected from disclosur= e. >>> The information contained herein is intended for the use of the intende= d >>> addressee only. Please be aware that any disclosure, copying, >>> imitation, distribution, dissemination or other use of the content of >>> this e-mail, either by non-intended recipients or by the intended >>> recipient for any >>> other than the intended purpose of forwarding, is prohibited. If you >>> received this e-mail by error, please notify the sender immediately by = reply >>> e-mail and delete this e-mail and any attachments from your system. >>> Thank you for your co-operation. We also like to inform you that >>> communication via e-mail over the Internet is insecure because third >>> parties may have the possibility to access and manipulate e-mails. >>> >>> >>> >>> >>> >> > --001a113ec9f8b4e958051a52cec5 Content-Type: text/html; charset=UTF-8 Content-Transfer-Encoding: quoted-printable <div dir=3D"ltr"><div><div>Milton, I've just updated my notes. I'd = like to share them with you:<br><a href=3D"https://drive.google.com/file/d/= 0BxxuOINjaiBNcW11ODJXYkFzUGs/view?pli=3D1" target=3D"_blank">https://drive.= google.com/file/d/0BxxuOINjaiBNcW11ODJXYkFzUGs/view?pli=3D1</a><br><br></di= v>Best regards,<br></div>Sebastian.</div><div class=3D"gmail_extra"><br><di= v class=3D"gmail_quote">On Tue, Jul 7, 2015 at 10:00 PM, Sebastian Samaruga= <span dir=3D"ltr"><<a href=3D"mailto:[email protected]" target=3D"_b= lank">[email protected]</a>></span> wrote:<br><blockquote class=3D"gm= ail_quote" style=3D"margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-le= ft:1ex"><div dir=3D"ltr"><div><div>Milton, I've just updated my notes. = I'd like to share them with you:<br><a href=3D"https://drive.google.com= /file/d/0BxxuOINjaiBNcW11ODJXYkFzUGs/view?pli=3D1" target=3D"_blank">https:= //drive.google.com/file/d/0BxxuOINjaiBNcW11ODJXYkFzUGs/view?pli=3D1</a><br>= <br></div>Best regards,<br></div>Sebastian.<br><br></div><div class=3D"HOEn= Zb"><div class=3D"h5"><div class=3D"gmail_extra"><br><div class=3D"gmail_qu= ote">On Mon, Jul 6, 2015 at 3:05 PM, Sebastian Samaruga <span dir=3D"ltr">&= lt;<a href=3D"mailto:[email protected]" target=3D"_blank">cognescent@gma= il.com</a>></span> wrote:<br><blockquote class=3D"gmail_quote" style=3D"= margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir=3D"= ltr"><div><div><div>Milton,<br><br></div>Any kind of collaboration would be= greatly appreciated. What do you think are the best means to collaborate, = compare notes or 'brainstorm' on the subject?<br><br></div>Best reg= ards,<br></div>Sebastian.<br><br></div><div><div><div class=3D"gmail_extra"= ><br><div class=3D"gmail_quote">On Fri, Jul 3, 2015 at 2:04 PM, ProjectPara= digm-ICT-Program <span dir=3D"ltr"><<a href=3D"mailto:metadataportals@ya= hoo.com" target=3D"_blank">[email protected]</a>></span> wrote:<= br><blockquote class=3D"gmail_quote" style=3D"margin:0 0 0 .8ex;border-left= :1px #ccc solid;padding-left:1ex"><div><div style=3D"color:#000;background-= color:#fff;font-family:HelveticaNeue-Light,Helvetica Neue Light,Helvetica N= eue,Helvetica,Arial,Lucida Grande,sans-serif;font-size:10px"><div><span>Dea= r Sebastian,</span></div><div><br><span></span></div><div dir=3D"ltr"><span= >Global universal digital dashboards, which are semantic technology enabled= , form a subset of Semantic Business Intelligence, and an area of hot resea= rch in ICT for (sustainable) development, eHealth, mHeatlh and the Internet= of Things. The W3C has two Community Groups active in areas which touch di= rectly upon this subject being SWISIG and CSCG.I think it would be very use= ful to compare notes and projects and define common ground for further coll= aboration.<br></span></div><div dir=3D"ltr"><br><span></span></div><div dir= =3D"ltr"><span>Can w brainstorm collectively on this issue? </span></div><d= iv>=C2=A0</div><div>Milton Ponson<br>GSM: +297 747 8280<br><span style=3D"f= ont-weight:bold"></span>PO Box 1154, Oranjestad<br>Aruba, Dutch Caribbean<b= r><span style=3D"font-weight:bold">Project Paradigm</span>: A structured ap= proach to bringing the tools for sustainable development to all stakeholder= s worldwide through collaborative research on applied mathematics, advanced= modelling and creating ICT tools for development<br><span style=3D"font-we= ight:bold"></span><br>This email and any files transmitted with it are conf= idential and intended solely for the use of the individual or entity to who= m they are addressed. If you have received this email in error please notif= y the system manager. This message contains confidential information and is= intended only for the individual named. If you are not the named addressee= you should not disseminate, distribute or copy this e-mail.</div> <br><di= v><br><br></div><div style=3D"display:block"> <div style=3D"font-family:Hel= veticaNeue-Light,Helvetica Neue Light,Helvetica Neue,Helvetica,Arial,Lucida= Grande,sans-serif;font-size:10px"> <div style=3D"font-family:HelveticaNeue= ,Helvetica Neue,Helvetica,Arial,Lucida Grande,sans-serif;font-size:16px"><s= pan> <div dir=3D"ltr"> <font face=3D"Arial" size=3D"2"> On Wednesday, July = 1, 2015 7:55 PM, Sebastian Samaruga <<a href=3D"mailto:cognescent@gmail.= com" target=3D"_blank">[email protected]</a>> wrote:<br> </font> </di= v> <br><br> </span><div><div><div dir=3D"ltr"><span>Daniel, Thanks for the= response. I'll try to reply your question inline with your message:<br= ></span><div><div><br><div><span>On Mon, Jun 29, 2015 at 6:41 AM, Daniel Hl= adky <span dir=3D"ltr"><<a rel=3D"nofollow" href=3D"mailto:daniel.hladky= @ontos.com" target=3D"_blank">[email protected]</a>></span> wrote:= <br></span><blockquote style=3D"margin:0 0 0 .8ex;border-left:1px #ccc soli= d;padding-left:1ex"><div dir=3D"ltr"><div style=3D"font-family:verdana,sans= -serif;font-size:small">Sebastian,</div><div style=3D"font-family:verdana,s= ans-serif;font-size:small"><br></div><div style=3D"font-family:verdana,sans= -serif;font-size:small">Are you trying to build something similar to=C2=A0<= a rel=3D"nofollow" href=3D"http://stack.linkeddata.org/" target=3D"_blank">= http://stack.linkeddata..org/</a></div></div></blockquote><span><div><br>No= , I'm trying to develop a very minimalistic knowledge component reusabl= e in other applications. Yes, it will have APIs for alignment and merging o= f datasets, link discovery and resource identity resolution but only in a g= iven domain of discourse which is the RDF (plain) data from which the compo= nent is populated. 'Plain' RDF means I have *no schema information*= in the input datasets, data could be gathered from any source, even a CSV = file. The final deployment is a RESTful service which takes RDF fragments a= s input and returns the augmented knowledge regarding those fragments and a= lso 'learns' (indexes) the queries (answers) and returns results (r= esponses). Another RESTful service being built is one that enables a Semant= ic / Object mapping returning an object graph representation of the respons= es, serialized in a manner which allows to populate classes, objects and pr= operties in the client (JSON, JAXB).<br><br></div><blockquote style=3D"marg= in:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir=3D"ltr"= ><div style=3D"font-family:verdana,sans-serif;font-size:small"><br></div><d= iv style=3D"font-family:verdana,sans-serif;font-size:small">The stack was d= eveloped as part of the LOD2 and GeoKnow project. Both projects are (have b= een) funded by the EU FP7 program. We at Ontos are part of the GeoKnow proj= ect and involved in the framework.</div><div style=3D"font-family:verdana,s= ans-serif;font-size:small"><br></div><div style=3D"font-family:verdana,sans= -serif;font-size:small">The stack follows the linked data life-cycle and wh= en checking your=C2=A0<a rel=3D"nofollow" href=3D"http://lists.w3.org/Archi= ves/Public/semantic-web/2015Feb/0096.html" target=3D"_blank">http://lists.w= 3.org/Archives/Public/semantic-web/2015Feb/0096.html</a> it seems to me tha= t you try to achieve the same thing.</div><div style=3D"font-family:verdana= ,sans-serif;font-size:small"><br></div><div style=3D"font-family:verdana,sa= ns-serif;font-size:small">If not here a set of questions:</div></div></bloc= kquote><div><br></div><div>No<br></div><div>=C2=A0</div><blockquote style= =3D"margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir= =3D"ltr"><div style=3D"font-family:verdana,sans-serif;font-size:small"><br>= </div><div style=3D"font-family:verdana,sans-serif;font-size:small">What ar= e you trying to do on top of our linked data stack?</div></div></blockquote= ><div><br></div></span><div>At least now, I'll make no use of the linke= d data stack.. The component has an activation framework which enables me t= o gather the domain information I need directly from the business data sour= ces.<br></div><span><div>=C2=A0</div><blockquote style=3D"margin:0 0 0 .8ex= ;border-left:1px #ccc solid;padding-left:1ex"><div dir=3D"ltr"><div style= =3D"font-family:verdana,sans-serif;font-size:small"><br></div><div style=3D= "font-family:verdana,sans-serif;font-size:small">What are the use cases?</d= iv></div></blockquote><div><br></div><div>Augmentation of CMS repositories.= Master Data Management (BI)<br></div><div>=C2=A0</div><blockquote style=3D= "margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir=3D= "ltr"><div style=3D"font-family:verdana,sans-serif;font-size:small"><br></d= iv><div style=3D"font-family:verdana,sans-serif;font-size:small">Do you pla= n any specific analytical modules?</div></div></blockquote><div><br></div><= div>There is the syllogistic reasoning mode which allows using Resources an= d their (class/instance) IDs and their Links to reason in this way:<br></di= v><div><br>Socrates kind Human.<br></div><div>Human life Mortal<br></div><d= iv>Socrates kind*life Mortal.<br></div><div>=C2=A0<br></div><div>=C2=A0</di= v><blockquote style=3D"margin:0 0 0 .8ex;border-left:1px #ccc solid;padding= -left:1ex"><div dir=3D"ltr"><div style=3D"font-family:verdana,sans-serif;fo= nt-size:small"><br></div><div style=3D"font-family:verdana,sans-serif;font-= size:small">How would you compare your solution against traditional BI solu= tions?</div><div style=3D"font-family:verdana,sans-serif;font-size:small">(= Pentaho, SAP, Business Objects etc)</div></div></blockquote><div><br></div>= <div>The component can be used as a client consuming or service provider fo= r those solutions.<br></div><div>=C2=A0</div></span><blockquote style=3D"ma= rgin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir=3D"lt= r"><div style=3D"font-family:verdana,sans-serif;font-size:small"><br></div>= <div style=3D"font-family:verdana,sans-serif;font-size:small"><br></div><di= v style=3D"font-family:verdana,sans-serif;font-size:small">Cheers,</div><di= v style=3D"font-family:verdana,sans-serif;font-size:small">Daniel=C2=A0</di= v></div><div><div><div><br><div><span>On Fri, Jun 26, 2015 at 8:52 PM, Seba= stian Samaruga <span dir=3D"ltr"><<a rel=3D"nofollow" href=3D"mailto:cog= [email protected]" target=3D"_blank">[email protected]</a>></span> wr= ote:<br></span><blockquote style=3D"margin:0 0 0 .8ex;border-left:1px #ccc = solid;padding-left:1ex"><div dir=3D"ltr"><div><div><div><span><div>Hi all. = There is a draft I've been working for a while and I'm needing help= trying to laid down some ideas for the core concepts of a platform that sh= ould enable data/schema merging, discovery and augmentation of data provide= d by many different sources.<br><br></div>Then there should be an API explo= iting the concept of 'arithmetic' inference and reasoning using = 9;meaningful' numeric identifiers. The document describing the ongoing = outermost concepts is in a PDF file attached to this document. If there are= problems with the attachment the file is accessible at:<br><br></span><a r= el=3D"nofollow" href=3D"https://drive.google.com/open?id=3D0BxxuOINjaiBNcW1= 1ODJXYkFzUGs&authuser=3D0" target=3D"_blank">https://drive.google..com/= open?id=3D0BxxuOINjaiBNcW11ODJXYkFzUGs&authuser=3D0</a><br><br></div><s= pan>Some techniques on Mappings similarity hashing and merging and Template= aggregation for presentation/layers interaction purposes left to be define= d completely. <br><br></span></div><span><div>The most important thing I= 9;m needing right now are comments and criticisms that could help me refine= my concepts. Thanks in advance,<br></div><div><br></div>Best regards,<br><= /span></div>Sebastian Samaruga.<br><br></div> </blockquote></div><br><br clear=3D"all"><div><br></div></div></div><span>-= - <br><div><div dir=3D"ltr"><div><div dir=3D"ltr"><div style=3D"font-family= :arial;font-size:small"><b><span lang=3D"EN-US">___________________________= ______________________________________________________</span></b><br></div>= <div style=3D"font-family:arial"><font><b style=3D"font-size:small"><span l= ang=3D"EN-US">Daniel Hladky,=C2=A0</span></b><span lang=3D"EN-US"><font col= or=3D"#000080"><font size=3D"1">CEO & VR<br></font><br></font></span><b= style=3D"font-size:small"><span lang=3D"EN-US">Ontos AG =C2=A0 =C2=A0 =C2= =A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 = =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2= =A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0=C2=A0</span></b><b style=3D"font-size:small= "><span lang=3D"EN-US">Ontos GmbH</span></b><b style=3D"font-size:small"><s= pan lang=3D"EN-US"><br></span></b><span style=3D"font-size:small;color:rgb(= 51,51,51)" lang=3D"EN-US">Mittelstrasse 24, 2560 Nidau, Switzerland=C2=A0</= span></font><span style=3D"font-size:8pt;color:rgb(51,51,51)" lang=3D"EN-US= ">=C2=A0 =C2=A0 =C2=A0 =C2=A0=C2=A0<font style=3D"color:rgb(34,34,34);font-= size:13px"><span style=3D"font-size:small;color:rgb(51,51,51)" lang=3D"EN-U= S">Ostwaldstr. 4, 04329 Leipzig, Germany=C2=A0</span></font><span style=3D"= font-size:8pt" lang=3D"EN-US">=C2=A0</span><br></span><b style=3D"font-size= :small"><span style=3D"font-size:8pt;color:gray" lang=3D"EN-US">E</span></b= ><span style=3D"font-size:8pt;color:navy" lang=3D"EN-US">=C2=A0</span><span= style=3D"font-size:8pt" lang=3D"EN-GB"><a rel=3D"nofollow" href=3D"mailto:= [email protected]%21%0d%0a%20mh" title=3D"mailto:[email protected]= h" style=3D"color:rgb(17,85,204)" target=3D"_blank"><span lang=3D"EN-US">da= [email protected]</span></a></span><span style=3D"font-size:8pt;color:b= lue" lang=3D"EN-US">=C2=A0 =C2=A0 =C2=A0=C2=A0</span><b style=3D"font-size:= small"><span style=3D"font-size:8pt;color:gray" lang=3D"EN-US">W =C2=A0</sp= an></b><span style=3D"font-size:8pt" lang=3D"EN-GB"><a rel=3D"nofollow" hre= f=3D"http://www.ontos.comh/" style=3D"color:rgb(17,85,204)" target=3D"_blan= k"><span lang=3D"EN-US">www.ontos.com</span></a></span><span style=3D"font-= size:small" lang=3D"EN-GB"><font size=3D"1" color=3D"#0000ff">=C2=A0 =C2=A0= =C2=A0 =C2=A0 =C2=A0</font><b><span style=3D"font-size:8pt;color:gray" lan= g=3D"EN-US">Amtsgericht Leipzig, HRB 25146</span></b><font size=3D"1" color= =3D"#0000ff"><br></font></span><b style=3D"font-size:small"><span style=3D"= font-size:8pt;color:gray" lang=3D"EN-US">M</span></b><span style=3D"font-si= ze:8pt;color:blue" lang=3D"EN-US">=C2=A0+41 79 3535043 =C2=A0 =C2=A0 =C2=A0= =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0=C2=A0</span><b style=3D"f= ont-size:small"><span style=3D"font-size:8pt;color:gray" lang=3D"EN-US">T = =C2=A0</span></b><span style=3D"color:blue" lang=3D"EN-US"><font size=3D"1"= >+41 32 3329250=C2=A0</font><span style=3D"font-size:8pt" lang=3D"EN-US">= =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0</span><b style=3D"font-size:small;color:= rgb(34,34,34)"><span style=3D"font-size:8pt;color:gray" lang=3D"EN-US">T = =C2=A0</span></b><span lang=3D"EN-US"><font size=3D"1">+49 32 3329250</font= ><br><span style=3D"color:rgb(51,51,51)"><font size=3D"1">Verwaltungsrat: D= aniel Hladky =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0= =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0 =C2= =A0 =C2=A0 =C2=A0 =C2=A0 =C2=A0</font></span><span style=3D"color:rgb(51,51= ,51);font-size:x-small">Gesch=C3=A4ftsf=C3=BChrer: Daniel Hladky</span><spa= n style=3D"color:rgb(51,51,51)"><br></span></span></span><b style=3D"font-s= ize:small"><span lang=3D"EN-GB">___________________________________________= ______________________________________</span></b></div><div style=3D"font-f= amily:arial;font-size:small"><span style=3D"font-size:7pt;color:rgb(74,68,4= 2)" lang=3D"EN-US">This e-mail (including any attachments) contains confide= ntial information and may be privileged or otherwise protected=C2=A0from di= sclosure.<br></span><span style=3D"color:rgb(74,68,42);font-size:9px">The i= nformation contained herein is intended for the use of the intended address= ee only. 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