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Language meets Knowledgein digital content management 
Tatiana Gornostay
Embracing innovations
One of the examples based on Tilde experience
TerminologyResource 
TerminologyServer 
TerminologyService
Terminology resource (desktop app)
Terminology resource (TBX-based)
Terminology resource (supports TBX)
Terminology server (SKOS-based)
Terminology service (cloud-based)
Terminology service (integrated in MT)
Terminology service (integrated in MT) 
16% improvement for EN-DE 
27% improvement for EN-LV
Terminology service (annotates terms) 
Machine usersTaaS Terminology ServicesITS 2.0 enriched contentITS2.0term-annotated content export / visualisationShowcase Web PageTerminology AnnotationWeb Service APIPlaintextTerm-annotated contentITS 2.0 enriched contentITS2.0term-annotatedcontentCAT ToolsMT SystemsITS 2.0 enriched contentITS2.0term-annotatedcontentHuman users(e.g., translators, terminologists)
Language meets Knowledge 
•The two concepts weretraditionally researched separately 
•Spiral development of history and science led to approaching these two concepts 
•The most exciting can be found on the edge 
•Terminology considered as part of full digital content life cycle 
•Machine translation starts approaching knowledge 
•We live in revolutionary times of shifting paradigms 
•No more Language OR Knowledge but Language AND Knowledge
Digital content management 
•Any type of content 
•Text, video, audio, and others 
•Globalisationrequires novel approaches in terms of Academia AND Businesses cooperation 
•businesses are growing, go global, new use cases are emerging 
•Personalisationrequires novel approaches in terms of analysis and management of content 
•creation of multilingually and semantically rich content 
•data acquired and organisedto enrich existing content 
•life cycles of content and data that are interdependent
One of the examples based on terminology
Language-based approach to Term 
Term 
(Language1) 
Concept1 
Concept2 
Concept3
Knowledge-based approach to Term 
Concept 
Term1 
(Language1) 
Term22 
(Language2) 
Term21 
(Language2)
Integration of Terminology Services 
Terminology on the Cloud 
Human Translation 
Linked Data 
Information Extraction 
Semantic analysis 
Machine Translation
Benefits 
Consistency 
Quality 
Efficiency 
ROI
Danke 
www.termunity.com@TermServ 
www.letsmt.com 
www.tilde.com@TildeCom

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Tatiana Gornostay: Language Meets Knowledge in Digital Content Management