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"Linked Data Support: Entity Extraction. AlchemyAPI provides comprehensive support for RDF and Linked Data, enabling any content to be brought into the "Semantic Web" world with relative ease."

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Super Stream Collider (SSC) is a platform, which provides a web-based interface and tools for building sophisticated mashups combining semantically annotated Linked Stream and Linked Data sources into easy to use resources for applications. The system includes drag&drop construction tools along with a visual SPARQL/CQELS editor and visualization tools for novice users while supporting full access and control for expert users at the same time. Tied in with this development platform is a cloud deployment architecture which enables the user to deploy the generated mashups into a cloud, thus supporting both the design and deployment of stream-based web applications in a very simple and intuitive way.

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MLbase: A User-friendly System for Distributed Machine Learning. Machine learning (ML) and statistical techniques are key to transforming big data into actionable knowledge. In spite of the modern primacy of data, the complexity of existing ML algorithms is often overwhelming-many users do not understand the trade-offs and challenges of parameterizing and choosing between different learning techniques. Furthermore, existing scalable systems that support machine learning are typically not accessible to ML researchers without a strong background in distributed systems and low-level primitives.

OWLIM is a family of semantic repositories, or RDF database management systems, with the following characteristics: native RDF engines, implemented in Java delivering full performance through both Sesame and Jena robust support for the semantics of RDFS, OWL 2 RL and OWL

PoolParty Extractor (PPX) supports scenarios relevant for enterprise metadata and information management: With PPX large amounts of documents can be analyzed by highly performant text mining algorithms and data integration can be realized based on linked data technologies. PPX´s API allows the integration of semantic technologies with other systems like CMS, DMS, web shops or Wikis.

PoolParty Semantic Search (PPS) supports scenarios relevant for enterprise information management like semantic enterprise search. PoolParty´s APIs allow integration of semantic search technologies with other systems like CMS, DMS, web shops or Wikis.

"The RB is designed to help users understand relationships between items in a collection and to support exploration of an information space (e.g., a set of documents or webpages)."

"Domeo is an extensible web application enabling users to visually and efficiently create and share ontology-based stand-off annotation on HTML or XML document targets. The tool supports manual, fully automated, and semi-automated annotation with complete provenance records, as well as personal or community annotation with access authorization and control."

Instructional blogging is a noticeable trend in supporting teaching and learning. Research on the use of blogs and wiki's offers many ways to consider the use of these tools to supplement class discussion. If you have considered using a blog or wiki for your class, this article offers you some important information to consider.

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Numenta.org Platform for Intelligent Computing The mission of this project is to build and support a community interested in machine learning and machine intelligence based on modeling the neocortex and the principles upon which it works.

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"Semantics Platform is a family of products for building medium and large scale semantics-based applications using the Microsoft .NET framework. It provides semantic technology for the storage, services and presentation layers of an application."