Spatial data web application in Suppliy Chain Management

525 views

Published on

Spatial data web application in Suppliy Chain Management

Published in: Technology
0 Comments
0 Likes
Statistics
Notes
  • Be the first to comment

  • Be the first to like this

No Downloads
Views
Total views
525
On SlideShare
0
From Embeds
0
Number of Embeds
8
Actions
Shares
0
Downloads
4
Comments
0
Likes
0
Embeds 0
No embeds

No notes for slide

Spatial data web application in Suppliy Chain Management

  1. 1. Spatial Data Web Application in Supply Chain Management René Pietzsch September 15 2015
  2. 2. Outline • About&eccenca • Motivation • Data&Flow • Demo:&Influence&of&weather&on&shipping&reliability 2
  3. 3. Who we are 3 brox%IT(Solutions%GmbH Gegründet:& 1998 Fokus: ITDConsulting IPR: Initiierung/Leitung&eclipse.org/SMILA eccenca&Enterprise&Search Key&Accounts: Volkswagen,&Audi,&Skoda,&MAN Telekom,&Daimler,&Bosch,&Siemens, Continental,&Lecos Umsatz&2014: >&3&mioEuro AKSW%– Universität%Leipzig &&Fraunhofer&IAIS Führende&Linked&Data&Forschungseinheit&in Europa.&Initiator&des&nationalen&Industrial&Data& Space Initiator: DBPedia,&Linked&GeoData&etc. Betreiber:& Datenportal&der&EUDKommission TeamDLeitung:& Prof.&Dr.&Sören&Auer eccenca%GmbH Gründung: 2013 Fokus: Produkte/Lösungen Team&Size: 12 IPR: Linked&Data,&M2N&Synchronization, Linking,&Authentication/Data&Security Kunden: Volkswagen,&Daimler,&&Telekom,&Bosch,&WDR, Continental,&Bosch,&Samsung F&E&Projekte: LUCID,&E12,&GeoKnow,&Diachron,&… Initiativen: MOBIVOC,&OSFP… command& your&data!
  4. 4. eccenca offers full Tool Support of the Linked Data Lifecycle 4 • Extraction&/&Mapping • Storage&/&Querying • Manual&Revision&/&Authoring • Linking&/&Fusion • Classification&/&Enrichment • Quality&/&Evolution • Search&/&Browse&/&Explore Interlinking/+ Fusing Classification/+ Enrichment Quality+ Analysis Evolution+ /+Repair Search/+ Browsing/+ Exploration Extraction Storage/+ Querying Manual+ revision/+ authoring Virtuoso Quad&Store Virtuoso Sponger eLDS UI&Framework eLDS Repair eLDS UI&Framework eLDS Backend eLDS Data%Manager eLDS Data&Integration eLDS Ontology&Learner eLDS RDB(2(RDF eLDS Data&Manager eLDS&NLP Core&eccenca&USPs: • Provenance& Tracking • Graph&Replication • Data&Mapping • Versioning • Access&Control
  5. 5. eccenca Linked Data Suite 5 Extraction Alignment Cleansing& Linking Editing Browsing Querying PublishingSynchronizing Access&&&User&Rights&Management Scalable&Infrastructure eLDS%Backend eLDS%Data%Integration Vocabulary Personalized&Sharing eLDS%Data%Sharing eLDS%Data Manager
  6. 6. eccenca Linked Data Suite Architecture 6
  7. 7. Motivation for the Supply Chain Use Case • Visibility&and&transparency&in&the&information&flows&of&these&huge&supply&chain&networks&is& a&real&challenge. • Large&manufacturers&have&many&thousands&of&suppliers. • A&unified&data&flow&is&currently&challenging&due&to:& – Heterogeneous&distributed& systems& – Dated&data&exchange&formats&and&standards&(e.g.,&EDI) – NonDconformance&to&the&standards • A&promising&technology&for&increasing&transparency&in&supply&chain&networks&is&Linked& Data. 7
  8. 8. Supply Chain Dashboard • Powered&by&eccenca&Linked&Data&Suite • Work&supported&by&the&GeoKnow&EU& FP7&Project • Supply&Chain&Visualization& • Simulation&Environment • Supplier&Score&Card&and&Metrics& Editor • Linking&with&external&Data 8
  9. 9. Integrating Background Knowledge • Historical&and&current&weather& information&are&integrated • Weather&and&supply&chain&related& queries&can&be&issued&via&SPARQL • News&and&social&media&streams&are&to& be&integrated&as&sources&for&additional& background&knowledge 9
  10. 10. Xybermotive Integration • Prove&of&concept&for&integration&with&the&commercial& web&EDI&solution&xybermotive • Data&exchange&via&LUCID&dataDendpoints&forming&a& value&chain&network • Real&time,&securely&encrypted&and&certificate&based& exchange&of&arbitrary&company&data&(in&our&case& inventory&information) 10 http://data.aaa.de http://data.ddd.de http://data.ccc.de http://data.bbb.de
  11. 11. Xybermotive Integration 2 11 • POC&demonstrates&exchange&of& inventory&data • It&allows&for&searching&alternate& supplier&in&the&whole&supply&chain& network&based&on&that&data
  12. 12. Data Sources and Data Flow 12
  13. 13. Data Conversion to RDF Two&input&sources: • Internal:&Exchanged&EDI&messages – Conversion&to&a&controlled&RDF&vocabulary • External:&External&data&sets – Background&knowledge 13
  14. 14. EDI Conversion • Conversion&of&common&EDI&message&types 14
  15. 15. eccenca RDB2RDF • RDB2RDF&is – a&flexible&query&rewriting& engine – based&on&W3C’s&R2RML& – useable&as&ETLDTool&or& SPARQL&server • Exposes&relational&data&to& a&Linked&Data&Layer • Used&for&converting&EDI& messages&and&external& data&sets 15
  16. 16. Linked Data Integration • Separate&EDI&messages&become&a&connected&RDF&graph – e.g.&shippings contain&links&to&corresponding& orders • External&data&sets&can&be&integrated&as&background&knowledge – e.g.&weather&statistics • Individual&original&datasources can&be&queried&and&analyzed&as&a&single&source • Schema&can&grow&and&be&extended&as&needed,&adapting&established&standard&vocabularies& or&custom&domain&designs 16
  17. 17. Supplier Score Card • A&supplier&score&card&allows&the&performance& assessment&of&each&supplier&based&on&various&metrics • Supplier&scores&are&evaluated&onDtheDfly&based&on& historic&and&currently&incoming&supply&chain&messages • Goal:%Support%decision%making%in%supply%chain% management 17
  18. 18. eccenca Data Integration • Integrates&a&set&of&heterogeneous&data&sources&into&a&single&consistent&linked&data&set: – Translates&data&sources&with&different&schemata&to&a&consistent&RDF&schema (Mapping) – Generates&links&between&related&entities&(Linking) – Transformation&rules&clean&or&enrich&existing&data&(RDF2RDF&Transformation) 18
  19. 19. Rule-driven Integration • The&integration&process&is&driven&by&a&set&of&rules – Linking&Rules – Transformation&Rules – Scoring%Rules%/%(KPI)%Calculations%/%Data%Aggregations% • Intuitive&graphical&rule&editor • Allows&detailed&evaluation&of&each&rule • MachineDlearning&of&rules&possible,&e.g.&for&optimization 19
  20. 20. Scoring Rules Editor • Performance&metrics&are&userDdefined • A&visual&builder&allows&the&specification&of&performance&metrics&through&an&intuitive& interface • Performance&metrics&may&utilize&integrated&information 20
  21. 21. Example: Perfect Order Fulfillment • For&each&order:&shipping&must&be&complete&and&on&time. 21
  22. 22. Analytics • Final&Step:&Analytics • RapidMiner with&LOD&extensions – RapidMiner is&a&tool&for&machine&learning,&data&mining,& text&mining,& predictive&analytics&and& business&analytics – LOD&extensions&developed& by&University&of&Mannheim& • Use&of&other&BIDtools&possible&(via&SPARQL&endpoint&or&CSV) 22
  23. 23. Analytics 23
  24. 24. Summary • Traditional&supply&chain&analytics&systems&mostly&include&information&that&can&be& measured&and&collected&by&the&assessor&(e.g.&the&manufacturer)&themselves. • We&presented&an&integrated&data&integration&tool&that&allows&the&user&to&connect&internal& supply&chain&data&with&external&data&sources,&such&as&official&statistical&data&sets. • UserDdefined&performance&metrics&may&utilize&this&additional&information&provided&by& external&data&sets&and&enable&a&more&comprehensive&view&of&the&supply&chain. • A&reporting&component&allows&the&user&to&drillDdown&into&supplier&scores&and&visualize& scores&by&various&dimensions.&Results&can&also&be&exported&for&use&in&external&BIDtools. • Corporate&Memory&approach&outlines&our&future&development&to&build&a&semantic&layer& linked&to&a&big&data&infrastructure&(data&lake)&to&help&tackling&datasets&management&and& data&transparency&needs. 26
  25. 25. Demo 27
  26. 26. Questions 28
  27. 27. Hans(Chr.%Brockmann Geschäftsführer Neumarkt&20 DD04107&Leipzig +49.511.336528D10 +49.511.336528D9810 +49.173.36986&D 10 brockmann@brox.de www.eccenca.com eccencaCommand your Data! Contact René Pietzsch Tel: +49 172 6940915 email: rene.pietzsch@eccenca.com eccenca GmbH subsidiary of brox IT-Solutions GmbH 29

×