Semantic Publishing at the IET
0 likes1,672 views
The document discusses the challenges faced by the IET in manually tagging and enriching their large collection of scientific articles, and how they addressed this using Ontotext's Semantic Publishing Platform. The platform performs automated text analytics to identify new terms, disambiguate authors and organizations, and enrich content with linked open data. This semantic tagging allows for improved search, recommendation of related content, and analytics of the enriched metadata graph. The benefits include enhanced publishing through automated annotation and metadata generation, as well as improved consumption through semantic search and identification of related entities and content.
Semantic Publishing at the IET
- 1. Semantic Publishing at the IET Georgi Georgiev, Marin Dimitrov ISWC 2015
- 2. The Challenge • IET is one of the biggest scientific publishers −60 M scientific articles dating back from 1960 (1M new articles per year) −Data aggregated from 1,000+ publishers • Manual tagging / enrichment process −Expensive expert annotators, time consuming, error prone, not scalable • How to make content more useful to users? −Improved search & discovery, recommendation of related content, analytics 2ISWC 2015Semantic Publishing at the IET
- 3. The Solution • Based on Ontotext’s Semantic Publishing Platform − Text analytics based on a SKOS vocabulary − New terms identification − Disambiguation of authors & organisations − Enrichment with LOD data − Recommendation of related content − Analytics of the RDF graph ▪ related entities, trending topics − Semantic search & content exploration 3ISWC 2015Semantic Publishing at the IET
- 4. The Solution 4ISWC 2015Semantic Publishing at the IET Trending topics Related entities Related terms (SKOS)
- 5. The Solution 5ISWC 2015Semantic Publishing at the IET Related articles Authors & organisations Related terms (SKOS) Related keywords
- 6. Key Benefits • Enhanced content publishing −Automated metadata annotation for articles −Time & cost savings −Identification of new terms (for extending the SKOS vocabulary) −Metadata graph easy to re-purpose • Enhanced content consumption −Semantic search, easy navigation −Related entities & content 6ISWC 2015Semantic Publishing at the IET
- 7. Thank You! Semantic Publishing at the IET