Technology
Expertmakers goal is to make an easy to use platform that makes AI available to anyone!
Overview
ExpertMaker’s technology is based on Artificial Intelligence and advanced Computational Intelligence, including machine learning and evolutionary computation. This is normally very complex stuff. However, we have packaged all the advanced technology into a simple to use platform making it available to literally anyone.
The desktop toolkit is a software application you download to your PC. You use the toolkit to create your solutions. In addition this is your interface to the server and API configurations.
The toolkit contains the various AI technologies that you use to create your search solutions. You can use several different AI technologies in one solution.
With the solution you can create your own semantic structures for handling complex solutions.
Platform independant
The product can be used with any of the major platforms e.g. iOS, WP7, Android, Blackberry. It can be used for the web, mobile or tablets. In fact there are few limitations at all.
Expertmaker's technology set up can be summarized as follows:
- Desktop Artificial Intelligence toolkit
- Reasoning (both deterministic and probabilistic inference)
- A multitude of AI technologies that can co-exist and can be added and removed over time
- Machine learning and “evolutionary computation”
- Semantic, value based, meta-data structure allowing high precision understanding and value based search
AI technologies
The toolkit offers a number of different AI technologies or solvers as we call them. The solvers are good at solving different problems. We have worked hard to make the as general as possible so that they can be applied to various challenges.
When creating a solution you can often test several different solvers while keeping your data intact. This is very useful if you don't know which solver may be best adapted to solve the challenge you have.
Easy to use AI
There is no need for programing when working with a solver, making it simple for non-technical people to use the toolkit. The solvers can be used stand alone or in various combinations. This way you can create very advanced, multi-AI, solutions.
The ExpertMaker Toolkit is advanced, but simple-to-use, software for capturing and modeling knowledge. It offers an extensive range of AI modules called solvers:
- Optimization solvers –for recommendation solutions and solving complex problems
- Diagnostics solver - troubleshooting, medical diagnosis, deterministic, probabilistic and hybrid solutions
- Estimation solver - provide numerical predictions based on artificial neural networks
- Prediction solvers – provide predictions based on neural networks and genetic algorithms
- Text classification- automated metadata extraction, hierarchical classification
Features and functions
The toolkits make it easy to work with various forms of data, including expert driven solutions, crowd sourced data, data bases and raw unstructured data. The process of integrating the data sources and manipulating it is very simple.
The toolkit has extensive functionality for extracting, managing, transforming, manipulating and analyzing data.These functionalities make it easy to work with the data and knowledge which you are using for the solution.
The toolkit also offers several ways to visualize the data and offers extensive support for data mining.
The toolkit also offers a number of functions and features that help analyze and model the solutions such as:
- Consistency automation
- Simple data propagation
- Basic quantitative statistics
- Incremental sorting and filtering
- Data visualization: multi-dimensional overview, decision trees
- Transformations: aggregation, splits, reductions, etc.
- Dimensionality reduction
- General complexity reduction
