sensemaking

Unstructured Information Management applications are software systems that analyze large volumes of unstructured information in order to discover knowledge that is relevant to an end user. UIMA is a framework and SDK for developing such applications. An example UIM application might ingest plain text and identify entities, such as persons, places, organizations; or relations, such as works-for or located-at. UIMA enables such an application to be decomposed into components, for example "language identification" -> "language specific segmentation" -> "sentence boundary detection" -> "entity detection (person/place names etc.)". Each component must implement interfaces defined by the framework and must provide self-describing metadata via XML descriptor files. The framework manages these components and the data flow between them. Components are written in Java or C++; the data that flows between components is designed for efficient mapping between these languages. UIMA additionally provides capabilities to wrap components as network services, and can scale to very large volumes by replicating processing pipelines over a cluster of networked nodes.

IBM® LanguageWare® is a set of run-time libraries and an easy-to-use Eclipse-based development environment for building custom text analyzers in various languages. Deployable in Apache UIMA, these analyzers can expose the information buried in text to any application. The Eclipse-based tools makes creating analyzers simple and fast, even for non-technical users. The tools make it easy to build dictionaries, ontologies, and rules for identifying key information, relationships and meaning.

The raw truth is that the economy has grown faster when taxes were higher, but how can we explain that phenomenon?

AGU is a worldwide scientific community that advances, through unselfish cooperation in research, the understanding of Earth and space for the benefit of humanity.

National Hydrography Dataset

The SciLands is a mini-continent and user community in the virtual world platform Second Life devoted exclusively to science and technology. There are over 20 science and technology related organizations in the SciLands, including government agencies, universities and museums.

As my thesis work, I created and evaluated a programming system for middle school girls called Storytelling Alice that presents programming as a means to the end of storytelling. Storytelling Alice includes high-level animations that enable users to program social interactions, a gallery of characters and scenery designed to spark story ideas, and a story-based tutorial.

Alice is an innovative 3D programming environment that makes it easy to create an animation for telling a story, playing an interactive game, or a video to share on the web. Alice is a teaching tool for introductory computing. It uses 3D graphics and a drag-and-drop interface to facilitate a more engaging, less frustrating first programming experience.

Global Sensemaking Start making sense

ARC is a flexible RDF system for semantic web and PHP practitioners. It's free, open-source, easy to use, and runs in most web server environments. RDF and SPARQL for LAMP systems

The Initiative in Innovative Computing (IIC) is an interdisciplinary research and development center at Harvard dedicated to using innovative computing tools to accelerate discovery across all of the scientific disciplines.

StemBook is a comprehensive, open-access collection of original, peer-reviewed chapters covering topics related to Stem Cell Biology

Interdisciplinary research programs at Harvard and elsewhere naturally tend to be distributed geographically, across campuses and departments. Effective collaboration for these programs requires the ability to bridge distance, which in turn implies digital collaboration, and therefore abilities to publish and discuss on-line content such as articles, news, and perspectives; to provide semantic context to on-line content for more powerful interactions within multiple sub-disciplines and to integrate as well as distinguish the individual contributions of many scientific workers.

The Environmental Appeals Board blocked the EPA from issuing a permit to a proposed coal plant addition near Vernal, Utah, about 150 miles east of Salt Lake City. Perhaps more importantly, the quasi-independent board, composed of four highly regarded, experienced judges, ruled that the EPA needs to develop a single nationwide standard for dealing with carbon dioxide.

The technology to make biobutanol, a non-food based biofuel, cost-competitive with gasoline isn't here yet, but companies in the know say that it could be by 2010.

The International Renewable Energy Agency (IRENA) will integrate regional clean energy progress into a coordinated, global effort. It will provide political recommendations and identify funding for renewable technologies. Moreover, IRENA will seek to even the playing field for countries that have had difficulty affording investment in renewable energy. To this end, the agency will fund its budget with contributions by member-countries on a sliding scale with unindustrialized countries paying less.

In this section you'll find some of the research data, findings, articles, and webinars that have come out of our 2008 Tribalization of Business study.

SearchMonkey reuses structured data to improve search result display with benefits to both search users, developers, and publishers of web content.