Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
A Semantic Web SKOS Vocabulary Service for Open Knowledge Organization Systems Read chapter Read first chapter

2019 | OriginalPaper | Chapter

Towards a Knowledge Graph Based Platform for Public Procurement

Authors : Elena Simperl, Oscar Corcho, Marko Grobelnik, Dumitru Roman, Ahmet Soylu, María Jesús Fernández Ruíz, Stefano Gatti, Chris Taggart, Urška Skok Klima, Annie Ferrari Uliana, Ian Makgill, Till Christopher Lech

Published in: Metadata and Semantic Research

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Procurement affects virtually all sectors and organizations particularly in times of slow economic recovery and enhanced transparency. Public spending alone will soon exceed EUR 2 trillion per annum in the EU. Therefore, there is a pressing need for better insight into, and management of government spending. In the absence of data and tools to analyse and oversee this complex process, too little consideration is given to the development of vibrant, competitive economies when buying decisions are made. To this end, in this short paper, we report our ongoing work for enabling procurement data value chains through a knowledge graph based platform with data management, analytics, and interaction.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Creating CMDI-Profiles for Textbook Resources
next chapter Metadata for Large-Scale Research Instruments
Footnotes
Literature
1.
Alvarez-Rodríguez, J.M., et al.: New trends on e-procurement applying semantic technologies: current status and future challenges. Comput. Ind. 65(5), 800–820 (2014)CrossRef
2.
Araújo, S., et al.: SERIMI: class-based matching for instance matching across heterogeneous datasets. IEEE Trans. Knowl. Data Eng. 27(5), 1397–1410 (2015)CrossRef
3.
Biega, J., et al.: Inside YAGO2s: a transparent information extraction architecture. In: Proceedings of the 22nd International Conference on World Wide Web (WWW 2013), pp. 325–328. ACM, New York (2013)
4.
Chandola, V., et al.: Anomaly detection: a survey. ACM Comput. Surv. 41(3), 15:1–15:58 (2009)CrossRef
5.
Distinto, I., et al.: LOTED2: an ontology of European public procurement notices. Semant. Web 7(3), 267–293 (2016)CrossRef
6.
Dorneles, C.F., et al.: Approximate data instance matching: a survey. Knowl. Inf. Syst. 27(1), 1–21 (2011)CrossRef
7.
Fortuna, B., et al.: A kernel canonical correlation analysis for learning the semantics of text. In: Kernel Methods in Bioengineering, Communications and Image Processing (2006)
8.
Kharlamov, E., et al.: Ontology based data access in statoil. Web Semant.: Sci. Serv. Agents World Wide Web 44, 3–36 (2017)CrossRef
9.
Lehmann, J., et al.: DBpedia - a large-scale, multilingual knowledge base extracted from Wikipedia. Semant. Web 6(2), 167–195 (2015)
10.
Muñoz-Soro, J.F., et al.: PPROC, an ontology for transparency in public procurement. Semant. Web 7(3), 295–309 (2016)CrossRef
11.
Necaský, M., et al.: Linked data support for filing public contracts. Comput. Ind. 65(5), 862–877 (2014)CrossRef
12.
Paulheim, H.: Knowledge graph refinement: a survey of approaches and evaluation methods. Semant. Web 8(3), 489–508 (2017)CrossRef
13.
Portet, F., et al.: Automatic generation of textual summaries from neonatal intensive care data. Artif. Intell. 173(7), 789–816 (2009)CrossRef
14.
Rodríguez, J.M.Á., et al.: Towards a Pan-European e-procurement platform to aggregate, publish and search public procurement notices powered by linked open data: the moldeas approach. Int. J. Softw. Eng. Knowl. Eng. 22(3), 365–384 (2012)CrossRef
15.
Shanbhag, P., et al.: Temporal visualization of planning polygons for efficient partitioning of geo-spatial data. In: Proceedings of the IEEE Symposium on Information Visualization (InfoVis 2005). IEEE Computer Society, Washington, DC (2005)
16.
Smith, M.A., et al.: Analyzing (social media) networks with NodeXL. In: Proceedings of the 4th International Conference on Communities and Technologies, pp. 255–264. ACM, New York (2009)
17.
Suchanek, F.M., et al.: Knowledge bases in the age of big data analytics. Proc. VLDB Endowment 7(13), 1713–1714 (2014)CrossRef
18.
Yan, J., et al.: A retrospective of knowledge graphs. Front. Comput. Sci. 12(1), 55–74 (2018)CrossRef
Metadata
Title
Towards a Knowledge Graph Based Platform for Public Procurement
Authors
Elena Simperl
Oscar Corcho
Marko Grobelnik
Dumitru Roman
Ahmet Soylu
María Jesús Fernández Ruíz
Stefano Gatti
Chris Taggart
Urška Skok Klima
Annie Ferrari Uliana
Ian Makgill
Till Christopher Lech
Copyright Year
2019
Book
Metadata and Semantic Research

Print ISBN: 978-3-030-14400-5

Electronic ISBN: 978-3-030-14401-2

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-030-14401-2_29