Introducing a Method for Modeling Knowledge Bases in Expert Systems Using the Example of Large Software Development Projects
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2015, Vol 6, Issue 12
Abstract
Goal of this paper is to develop a meta-model, which provides the basis for developing highly scalable artificial intelligence systems that should be able to make autonomously decisions based on different dynamic and specific influences. An artificial neural network builds the entry point for developing a multi-layered human readable model that serves as knowledge base and can be used for further investigations in deductive and inductive reasoning. A graph-theoretical consideration gives a detailed view into the model structure. In addition to it the model is introduced using the example of large software development projects. The integration of Constraints and Deductive Reasoning Element Pruning are illustrated, which are required for executing deductive reasoning efficiently.
Authors and Affiliations
Franz Füssl, Detlef Streitferdt, Weijia Shang, Anne Triebel
Keywords
Related Articles
- EP ID EP95806
- DOI 10.14569/IJACSA.2015.061201
- Views 90
- Downloads 0
An Experience of Taiwan Policy Development To Accelerate Cloud Migration
developing cloud computing is a key policy for government, while convenient service is an important issue for people living. In the beginning of 2010, the Taiwan Government has launched a “Cloud Computing Development Pro...
An Efficient Image Haze Removal Algorithm based on New Accurate Depth and Light Estimation Algorithm
Single image Dehazing has become a challenging task for a variety of image processing and computer applications. Many attempts have been devised to recover faded colors and improve image contrast. Such methods, however,...
Security Issues of a Recent RFID Multi Tagging Protocol
RFID is now a widespread method used for identifying people and objects. But, not all communication protocols can provide the same rigorous confidentiality to RFID technology. In return, unsafe protocols put individuals...
Knowledge Discovery based Framework for Enhancing the House of Quality
Mining techniques proved to have a successful impact in different fields for many targets; one of these targets is to gain customers’ satisfaction through enhancing the products’ quality according to the voice of these c...
Experimental Results on Agent-Based Indoor Localization using WiFi Signaling
This paper discusses experimental results on the possibility of accurately estimating the position of smart devices in known indoor environments using agent technology. Discussed localization approaches are based on WiFi...