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个人简介
IBM Research - Almaden is looking for researchers to join the Natural Language Processing, Entity Resolution and Machine Learning Department. Our research focuses around creating a knowledge engineering platform for the creation, maintenance and consumption of “industry-specific” knowledge bases from a large number of (un/semi)structured public, licensed and enterprise content sources. Research focus areas include
-- creation, maintenance and evolution of ontologies to capture domain concepts of interest
-- scalable systems, tools and methodologies to support the development of individual analytic stages involved in creating knowledge from multiple sources such as text analytics, entity resolution and integration, cleansing, data transformations and machine learning; supporting domain adaptability and easy-to-use interfaces for key user personae for the individual analytic stages
-- scalable content services infrastructure that enables production-level deployment of these analytic workflows with support for continuous monitoring, introspection and recovery in the knowledge base creation process
-- techniques and methods for scalable and flexible indexing and querying support over the knowledge base supporting structured and search style queries, entity queries, as well as ad-hoc and exploratory queries
-- easy-to-use knowledge consumption interfaces for both human and machine consumption including support for discovery and ad-hoc NLQ driven interfaces
-- incorporating crowd sourcing and continuous evolution of the system through learning from user interactions.
We are currently looking for researchers (Research Staff Members, software engineers, post-doc researchers and summer interns) with interest & experience in one or more areas relevant to the knowledge engineering life cycle such as natural language processing, information integration, entity resolution, machine learning, ontologies, and large-scale data management.
研究兴趣
论文共 13 篇作者统计合作学者相似作者
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user-5d4bc4a8530c70a9b361c870(2013)
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Laura Chiticariu, Sriram Raghavan,Frederick R. Reiss,Shivakumar Vaithyanathan,Huaiyu Zhu,Vivian Chu, Sajib Dasgupta, Thilo W. Goetz, Howard Ho,Rajasekar Krishnamurthy, Alexander Lang,Yunyao Li,
Proceedings of the 2011 international conference on Management of data - SIGMOD '11 (2011)
ACM SIGMOD Recordno. 4 (2009): 7-13
mag(2008)
引用24浏览0引用
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Proceedings of the 2006 ACM SIGMOD international conference on Management of data - SIGMOD '06 (2006)
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