S. Bharadwaj
Y. Li
Abstract
The ability to create and interact with large-scale domain-specific knowledge bases from unstructured/semi-structured data is the foundation for many industry-focused cognitive systems. We will demonstrate the Content Services system that provides cloud services for creating and querying high-quality domain-specific knowledge bases by analyzing and integrating multiple (un/semi)structured content sources. We will showcase an instantiation of the system for a financial domain. We will also demonstrate both cross-lingual natural language queries and programmatic API calls for interacting with this knowledge base.
- A. Akbik and Y. Li. Polyglot: Multilingual semantic role labeling with unified labels. ACL (Demo), pages 1--6, 2016.Google Scholar
Cross Ref
- S. Balakrishnan and et al. Midas: Integrating public financial data. In Proc. SIGMOD, pages 1187--1190, 2010. Google ScholarDigital Library
- K. Bollacker, R. Cook, and P. Tufts. Freebase: A shared database of structured general human knowledge. In Proc AAAI, volume 2, pages 1962--1963, 2007. Google ScholarDigital Library
- D. A. Ferrucci and et al. Building Watson: An overview of the DeepQA project. AI Magazine, 31(3):59--79, 2010.Google ScholarDigital Library
- T. Mitchell and et al. Never-ending learning. In AAAI, 2015. Google ScholarDigital Library
- F. J. Och and H. Ney. A systematic comparison of various statistical alignment models. Computational Linguistics, 29(1):19--51, 2003. Google ScholarDigital Library
- C. D. Sa and et al. Deepdive: Declarative knowledge base construction. SIGMOD Record, 45(1):60--67, 2016. Google ScholarDigital Library
- D. Saha and et al. Athena: An ontology-driven system for natural language querying over relational data stores. Proc. VLDB Endow., 9(12):1209--1220, Aug. 2016. Google ScholarDigital Library
- F. M. Suchanek, G. Kasneci, and G. Weikum. Yago: a core of semantic knowledge. In WWW, pages 697--706, 2007. Google ScholarDigital Library
Recommendations
The Strategy of Knowledge Management and Knowledge Creation
ICIII '10: Proceedings of the 2010 3rd International Conference on Information Management, Innovation Management and Industrial Engineering - Volume 01the process of knowledge creation reveals that the mutual conversion and function between explicit knowledge and tacit knowledge in the individual or organization produce the important model and theory of the new knowledge. By the SECI model of ...
Facilitating Knowledge Creation by Knowledge Assets
HICSS '04: Proceedings of the Proceedings of the 37th Annual Hawaii International Conference on System Sciences (HICSS'04) - Track 8 - Volume 8A comprehensive and feasible model that delineates the interrelationships between knowledge assets and knowledge creation processes is absent. This study aims to fill this void. Unlike previous research, this study investigates the interrelations among ...
Organisational knowledge creation strategies: A conceptual framework
The main purposes of this article are to identify the dimensions of organisational knowledge creation strategies (EICE model: exploration, institutional entrepreneurship, combination, exploitation) and to clarify the relationship between the ...
Comments