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In this context, open data initiatives and integration of data from multiple sources across national borders could transform the procurement market by such as lowering the barriers of entry for smaller suppliers and encouraging healthier competition, in particular by enabling cross-border bids. Increasingly more open data is published in the public sector; however, these are created and maintained in siloes and are not straightforward to reuse or maintain because of technical heterogeneity, lack of quality, insufficient metadata, or missing links to related domains. To this end, we developed an open linked data platform, called TheyBuyForYou, consisting of a set of modular APIs and ontologies to publish, curate, integrate, analyse, and visualise an EU-wide, cross-border, and cross-lingual procurement knowledge graph. We developed advanced tools and services on top of the knowledge graph for anomaly detection, cross-lingual document search, and data storytelling. This article describes the TheyBuyForYou platform and knowledge graph, reports their adoption by different stakeholders and challenges and experiences we went through while creating them, and demonstrates the usefulness of Semantic Web and Linked Data technologies for enhancing public procurement.<\/jats:p>","DOI":"10.3233\/sw-210442","type":"journal-article","created":{"date-parts":[[2021,9,3]],"date-time":"2021-09-03T12:07:33Z","timestamp":1630670853000},"page":"265-291","source":"Crossref","is-referenced-by-count":23,"title":["TheyBuyForYou platform and knowledge graph: Expanding horizons in public procurement with open linked data"],"prefix":"10.1177","volume":"13","author":[{"given":"Ahmet","family":"Soylu","sequence":"first","affiliation":[{"name":"OsloMet \u2013 Oslo Metropolitan University, Norway. E-mail:\u00a0ahmet.soylu@oslomet.no"}]},{"given":"Oscar","family":"Corcho","sequence":"additional","affiliation":[{"name":"Universidad Polit\u00e9cnica de Madrid, Spain. E-mails:\u00a0ocorcho@fi.upm.es,\u00a0cbadenes@fi.upm.es,\u00a0fyedro@fi.upm.es"}]},{"given":"Brian","family":"Elves\u00e6ter","sequence":"additional","affiliation":[{"name":"SINTEF AS, Norway. E-mails:\u00a0brian.elvesater@sintef.no,\u00a0till.lech@sintef.no,\u00a0dumitru.roman@sintef.no"}]},{"given":"Carlos","family":"Badenes-Olmedo","sequence":"additional","affiliation":[{"name":"Universidad Polit\u00e9cnica de Madrid, Spain. E-mails:\u00a0ocorcho@fi.upm.es,\u00a0cbadenes@fi.upm.es,\u00a0fyedro@fi.upm.es"}]},{"given":"Tom","family":"Blount","sequence":"additional","affiliation":[{"name":"University of Southampton, The UK. E-mail:\u00a0t.blount@soton.ac.uk"}]},{"given":"Francisco","family":"Yedro Mart\u00ednez","sequence":"additional","affiliation":[{"name":"Universidad Polit\u00e9cnica de Madrid, Spain. 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