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Windows troubleshooter in order to fix all the hardware or software problems affiliated with your device. Although they do not have the ability to fix each and every problem, the problem of your Wi-Fi being disconnected from your laptop can using this.

Kaggle is a platform for data prediction competitions that allows organizations to post their data and have it scrutinized by the world's best data scientists. In exchange for a prize, winning competitors provide the algorithms that beat all other methods of solving a data crunching problem. Most data problems can be framed as a competition.

KnowWE implements a (refined) concept of semantic wikis: Besides basic ontological knowledge - such as the definition of classes, taxonomic and user-defined properties - KnowWE is able to represent problem-solving knowledge that is applied on selected classes of the ontology. Every wiki page embeds not only semantically annotated text and multimedia but also explicit problem-solving knowledge. The embedded knowledge can be used to actually derive the concept related to the particular wiki article.

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Glass.health: Generate a DDx/clinical plan from a short diagnostic problem representation (glass.health).

PrometheanAI: Promethean Artificial Intelligence helps Artists create virtual worlds and solve creative problems (prometheanai.com).

The goal of the SWS Challenge is to develop a common understanding of various technologies intended to facilitate the automation of mediation, choreography and discovery for Web Services using semantic annotations. The intent of this challenge is to explore the trade-offs among existing approaches. Additionally we would like to figure out which parts of problem space may not yet be covered.

Inforbix makes applications that address product data problems of manufacturing companies. Manufacturing companies "maintain"  huge amounts of ...

The TeraText suite of products includes a number of technologies for solving complex archival, search, and text-oriented problems. These include an enterprise-class email and attachments search platform, a high- performance repository for text-rich assets, and document management and metadata publishing systems.

Splunk is software that provides unique visibility across your entire IT infrastructure from one place in real time. Only Splunk enables you to search, report, monitor and analyze streaming and historical data from any source. Troubleshoot application problems and investigate security incidents in minutes instead of hours or days, monitor to avoid service degradation or outages, deliver compliance at lower cost and gain new business insights from your IT data.

Zepheira helps organizations use the Web to connect, visualize, analyze and augment data assets across system boundaries. We employ expertise in semantic Web standards, linked data principles, Web architecture and social engineering to solve information management problems.

"Omniscious is a planned Web 3.0 free open online research platform for non-researchers. The system is intended for anyone curious and interested in investigating complex problems or solving unanswered mysteries. The aim of the project is to develop an Information infrastructure to enable citizens of the world to conduct bottom up distributed research on a mass scale. Read the project description document (PDF) for more information. "

Overview When people communicate, they rely on a large body of shared common sense knowledge in order to understand each other. Many barriers we face today in artificial intelligence and user interface design are due to the fact that computers do not share this knowledge. To improve computers' understanding of the world that people live in and talk about, we need to provide them with usable knowledge about the basic relationships between things that nearly every person knows. In 1999, we began a project at the MIT Media Lab to collect common sense from volunteers on the internet. Ten years later our project has expanded to encompass many different areas, languages, and problems. Currently, the English site has over a million sentences from over 15,000 contributors.

A new format named Common Tag has been developed by major companies operating in the field of the Semantic Web to address the problems related to the ambiguities in Web contents.

ARCOE aims at bringing together researchers and practitioners from core areas of Artificial Intelligence (Knowledge Representation and Reasoning, Contexts, and Ontologies) to discuss these kinds of problems and relevant results.

The European Centre for Ontological Research (ECOR) represents a new approach in applying ontology to a variety of problems in information science and related areas. The Centre, which was founded at the Saarland University in Saarbrücken in 2004, draws on the expertise and skills of existing institutions throughout Europe.

DFDF - A Descriptive Approach to Data Standardization Data standardization is fundamentally prescriptive; no information system can solve the data integration problem without enforcing certain rules. But the challenge remains at where the rules should be prescribed. Most existing data standards prescribe the rules over the data itself. Excessive use of such an approach, however, leads to inefficient data representation. The alternative approach is to enforce the conforming rules over the description of the data so that data itself can be encoded in any manner. By developing ontologies for describing the data format and software libraries that can understand the ontology, this descriptive approach to data standardization will provide maximal flexibility in data representation while still ensuring the data interoperability.

Cytoscape is an open source software platform for visualizing complex-networks and integrating these with any type of attribute data. A lot of plugins are available for various kinds of problem domains, including bioinformatics, social network analysis, and semantic web.

EnAKTing is an EPSRC-funded project dedicated to solving fundamental problems in achieving an effective web of linked data.

towards an atlas of all knowledge! Let us collaboratively construct semantic knowledge networks with a special focus on education. We are still building the site. If you notice things are not working as yet, please be patient, and help us notice the problem by contacting us. Once we are stable, we will remove this line from the site.